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Saba Ahmadi, Faez Ahmed, John P. Dickerson, Mark Fuge, Samir Khuller. "An Algorithm for Multi-Attribute Diverse Matching" | [Home Page] | [PDF]
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Yuan Yao, Natasha Alechina, Brian Logan, John Thangarajah. "Intention Progression under Uncertainty" | [Home Page] | [PDF]
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Tahar Allouche, Bruno Escoffier, Stefano Moretti, Meltem Öztürk. "Social Ranking Manipulability for the CP-Majority, Banzhaf and Lexicographic Excellence Solutions" | [Home Page] | [PDF]
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Georgios Amanatidis, Georgios Birmpas, Aris Filos-Ratsikas, Alexandros Hollender, Alexandros A. Voudouris. "Maximum Nash Welfare and Other Stories About EFX" | [Home Page] | [PDF]
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Yanchen Deng, Bo An. "Speeding Up Incomplete GDL-based Algorithms for Multi-agent Optimization with Dense Local Utilities" | [Home Page] | [PDF]
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Haris Aziz, Simon Rey. "Almost Group Envy-free Allocation of Indivisible Goods and Chores" | [Home Page] | [PDF]
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Siddharth Barman, Ranjani G. Sundaram. "Uniform Welfare Guarantees Under Identical Subadditive Valuations" | [Home Page] | [PDF]
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Aris Anagnostopoulos, Luca Becchetti, Emilio Cruciani, Francesco Pasquale, Sara Rizzo. "Biased Opinion Dynamics: When the Devil is in the Details" | [Home Page] | [PDF]
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Nagat Drawel, Jamal Bentahar, Amine Laarej, Gaith Rjoub. "Formalizing Group and Propagated Trust in Multi-Agent Systems" | [Home Page] | [PDF]
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Niclas Boehmer, Robert Bredereck, Dušan Knop, Junjie Luo. "Fine-Grained View on Bribery for Group Identification" | [Home Page] | [PDF]
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Ioannis Caragiannis, Christos Kaklamanis, Nikos Karanikolas, George A. Krimpas. "Evaluating Approval-Based Multiwinner Voting in Terms of Robustness to Noise" | [Home Page] | [PDF]
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Aleksander Czechowski, Frans A. Oliehoek. "Decentralized MCTS via Learned Teammate Models" | [Home Page] | [PDF]
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Chinmay Sonar, Palash Dey, Neeldhara Misra. "On the Complexity of Winner Verification and Candidate Winner for Multiwinner Voting Rules" | [Home Page] | [PDF]
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Niclas Boehmer, Edith Elkind. "Stable Roommate Problem with Diversity Preferences" | [Home Page] | [PDF]
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Robert Bredereck, Piotr Faliszewski, Michal Furdyna, Andrzej Kaczmarczyk, Martin Lackner. "Strategic Campaign Management in Apportionment Elections" | [Home Page] | [PDF]
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Brandon Fain, William Fan, Kamesh Munagala. "Concentration of Distortion: The Value of Extra Voters in Randomized Social Choice" | [Home Page] | [PDF]
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Nathanaël Fijalkow, Bastien Maubert, Aniello Murano, Moshe Vardi. "Assume-Guarantee Synthesis for Prompt Linear Temporal Logic" | [Home Page] | [PDF]
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Naman Goel, Aris Filos-Ratsikas, Boi Faltings. "Peer-Prediction in the Presence of Outcome Dependent Lying Incentives" | [Home Page] | [PDF]
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Rupert Freeman, Anson Kahng, David M. Pennock. "Proportionality in Approval-Based Elections With a Variable Number of Winners" | [Home Page] | [PDF]
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Hagen Echzell, Tobias Friedrich, Pascal Lenzner, Anna Melnichenko. "Flow-Based Network Creation Games" | [Home Page] | [PDF]
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Jiehua Chen, Robert Ganian, Thekla Hamm. "Stable Matchings with Diversity Constraints: Affirmative Action is beyond NP" | [Home Page] | [PDF]
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Haris Aziz, Serge Gaspers, Zhaohong Sun. "Mechanism Design for School Choice with Soft Diversity Constraints" | [Home Page] | [PDF]
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Nika Haghtalab, Nicole Immorlica, Brendan Lucier, Jack Z. Wang. "Maximizing Welfare with Incentive-Aware Evaluation Mechanisms" | [Home Page] | [PDF]
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Aditya Hegde, Vibhav Agarwal, Shrisha Rao. "Ethics, Prosperity, and Society: Moral Evaluation Using Virtue Ethics and Utilitarianism" | [Home Page] | [PDF]
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Niklas Hahn, Martin Hoefer, Rann Smorodinsky. "Prophet Inequalities for Bayesian Persuasion" | [Home Page] | [PDF]
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Hadi Hosseini, Ayumi Igarashi, Andrew Searns. "Fair Division of Time: Multi-layered Cake Cutting" | [Home Page] | [PDF]
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Sushmita Gupta, Pallavi Jain, Saket Saurabh. "Well-Structured Committees" | [Home Page] | [PDF]
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Michał Jaworski, Piotr Skowron. "Evaluating Committees for Representative Democracies: the Distortion and Beyond" | [Home Page] | [PDF]
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Piotr Faliszewski, Alexander Karpov, Svetlana Obraztsova. "The Complexity of Election Problems with Group-Separable Preferences" | [Home Page] | [PDF]
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Wiebe Van der Hoek, Louwe Kuijer, Yì Wáng. "Logics of Allies and Enemies: A Formal Approach to the Dynamics of Social Balance Theory" | [Home Page] | [PDF]
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Abhishek N. Kulkarni, Jie Fu. "Synthesis of Deceptive Strategies in Reachability Games with Action Misperception" | [Home Page] | [PDF]
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Zack Fitzsimmons, Omer Lev. "Selecting Voting Locations for Fun and Profit" | [Home Page] | [PDF]
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Bin Li, Dong Hao, Dengji Zhao. "Incentive-Compatible Diffusion Auctions" | [Home Page] | [PDF]
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Minming Li, Pinyan Lu, Yuhao Yao, Jialin Zhang. "Strategyproof Mechanism for Two Heterogeneous Facilities with Constant Approximation Ratio" | [Home Page] | [PDF]
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Jakub Cerny, Viliam Lisý, Branislav Bošanský, Bo An. "Dinkelbach-Type Algorithm for Computing Quantal Stackelberg Equilibrium" | [Home Page] | [PDF]
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Reuth Mirsky, William Macke, Andy Wang, Harel Yedidsion, Peter Stone. "A Penny for Your Thoughts: The Value of Communication in Ad Hoc Teamwork" | [Home Page] | [PDF]
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Soh Kumabe, Takanori Maehara. "Convexity of b-matching Games" | [Home Page] | [PDF]
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Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury, Long Tran-Thanh, Nicholas R. Jennings. "Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs" | [Home Page] | [PDF]
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Szymon Dudycz, Pasin Manurangsi, Jan Marcinkowski, Krzysztof Sornat. "Tight Approximation for Proportional Approval Voting" | [Home Page] | [PDF]
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Thanh H. Nguyen, Arunesh Sinha, He He. "Partial Adversarial Behavior Deception in Security Games" | [Home Page] | [PDF]
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Trung Thanh Nguyen, Jörg Rothe. "Approximate Pareto Set for Fair and Efficient Allocation: Few Agent Types or Few Resource Types" | [Home Page] | [PDF]
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Pallavi Bagga, Nicola Paoletti, Bedour Alrayes, Kostas Stathis. "A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation" | [Home Page] | [PDF]
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Evangelos Markakis, Georgios Papasotiropoulos. "Computational Aspects of Conditional Minisum Approval Voting in Elections with Interdependent Issues" | [Home Page] | [PDF]
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Elham Parhizkar, Mohammad Hossein Nikravan, Robert C. Holte, Sandra Zilles. "Combining Direct Trust and Indirect Trust in Multi-Agent Systems" | [Home Page] | [PDF]
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Edith Elkind, Neel Patel, Alan Tsang, Yair Zick. "Keeping Your Friends Close: Land Allocation with Friends" | [Home Page] | [PDF]
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Alessio Lomuscio, Edoardo Pirovano. "Verifying Fault-Tolerance in Probabilistic Swarm Systems" | [Home Page] | [PDF]
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Maria-Florina Balcan, Siddharth Prasad, Tuomas Sandholm. "Efficient Algorithms for Learning Revenue-Maximizing Two-Part Tariffs" | [Home Page] | [PDF]
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Yujian Ye, Dawei Qiu, Jonathan Ward, Marcin Abram. "Model-Free Real-Time Autonomous Energy Management for a Residential Multi-Carrier Energy System: A Deep Reinforcement Learning Approach" | [Home Page] | [PDF]
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Anna Maria Kerkmann, Jörg Rothe. "Altruism in Coalition Formation Games" | [Home Page] | [PDF]
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Sandhya Saisubramanian, Ece Kamar, Shlomo Zilberstein. "A Multi-Objective Approach to Mitigate Negative Side Effects" | [Home Page] | [PDF]
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Ludwig Dierks, Sven Seuken. "The Competitive Effects of Variance-based Pricing" | [Home Page] | [PDF]
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Weiran Shen, Weizhe Chen, Taoan Huang, Rohit Singh, Fei Fang. "When to Follow the Tip: Security Games with Strategic Informants" | [Home Page] | [PDF]
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Ron Lavi, Omer Shiran-Shvarzbard. "Competition Among Contests: a Safety Level Analysis" | [Home Page] | [PDF]
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Pallavi Jain, Krzysztof Sornat, Nimrod Talmon. "Participatory Budgeting with Project Interactions" | [Home Page] | [PDF]
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Nicholas Mattei, Paolo Turrini, Stanislav Zhydkov. "PeerNomination: Relaxing Exactness for Increased Accuracy in Peer Selection" | [Home Page] | [PDF]
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Minming Li, Chenhao Wang, Mengqi Zhang. "Budgeted Facility Location Games with Strategic Facilities" | [Home Page] | [PDF]
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Feng Wu, Sarvapali D. Ramchurn. "Monte-Carlo Tree Search for Scalable Coalition Formation" | [Home Page] | [PDF]
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Ying Wen, Yaodong Yang, Jun Wang. "Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning" | [Home Page] | [PDF]
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Yao Zhang, Xiuzhen Zhang, Dengji Zhao. "Sybil-proof Answer Querying Mechanism" | [Home Page] | [PDF]
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Pablo Badilla, Felipe Bravo-Marquez, Jorge Pérez. "WEFE: The Word Embeddings Fairness Evaluation Framework" | [Home Page] | [PDF]
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Samuel Yeom, Matt Fredrikson. "Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness" | [Home Page] | [PDF]
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Boli Fang, Miao Jiang, Pei-yi Cheng, Jerry Shen, Yi Fang. "Achieving Outcome Fairness in Machine Learning Models for Social Decision Problems" | [Home Page] | [PDF]
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Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni. "Relation-Based Counterfactual Explanations for Bayesian Network Classifiers" | [Home Page] | [PDF]
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Pingchuan Ma, Shuai Wang, Jin Liu. "Metamorphic Testing and Certified Mitigation of Fairness Violations in NLP Models" | [Home Page] | [PDF]
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Zhisheng Zhong, Hiroaki Akutsu, Kiyoharu Aizawa. "Channel-Level Variable Quantization Network for Deep Image Compression" | [Home Page] | [PDF]
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Yan Bai, Yihang Lou, Yongxing Dai, Jun Liu, Ziqian Chen, Ling-Yu Duan. "Disentangled Feature Learning Network for Vehicle Re-Identification" | [Home Page] | [PDF]
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Agostina Calabrese, Michele Bevilacqua, Roberto Navigli. "EViLBERT: Learning Task-Agnostic Multimodal Sense Embeddings" | [Home Page] | [PDF]
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Haimei Zhao, Wei Bian, Bo Yuan, Dacheng Tao. "Collaborative Learning of Depth Estimation, Visual Odometry and Camera Relocalization from Monocular Videos" | [Home Page] | [PDF]
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Elena Burceanu, Marius Leordeanu. "A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time" | [Home Page] | [PDF]
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Qiyao Deng, Jie Cao, Yunfan Liu, Zhenhua Chai, Qi Li, Zhenan Sun. "Reference Guided Face Component Editing" | [Home Page] | [PDF]
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Xiao Wang, Jun Chen, Zheng Wang, Wu Liu, Shin'ichi Satoh, Chao Liang, Chia-Wen Lin. "When Pedestrian Detection Meets Nighttime Surveillance: A New Benchmark" | [Home Page] | [PDF]
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Jian Ye, Zhe Chen, Juhua Liu, Bo Du. "TextFuseNet: Scene Text Detection with Richer Fused Features" | [Home Page] | [PDF]
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Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang. "SelectScale: Mining More Patterns from Images via Selective and Soft Dropout" | [Home Page] | [PDF]
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Qiankun Liu, Qi Chu, Bin Liu, Nenghai Yu. "GSM: Graph Similarity Model for Multi-Object Tracking" | [Home Page] | [PDF]
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Feng Li, Runmin Cong, Huihui Bai, Yifan He. "Deep Interleaved Network for Single Image Super-Resolution with Asymmetric Co-Attention" | [Home Page] | [PDF]
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Tong Wu, Bicheng Dai, Shuxin Chen, Yanyun Qu, Yuan Xie. "Meta Segmentation Network for Ultra-Resolution Medical Images" | [Home Page] | [PDF]
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Kun Wei, Cheng Deng, Xu Yang. "Lifelong Zero-Shot Learning" | [Home Page] | [PDF]
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Haytham M. Fayek, Anurag Kumar. "Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data" | [Home Page] | [PDF]
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Menglu Wang, Xueyang Fu, Zepei Sun, Zheng-Jun Zha. "JPEG Artifacts Removal via Compression Quality Ranker-Guided Networks" | [Home Page] | [PDF]
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Siddhartha Gairola, Mayur Hemani, Ayush Chopra, Balaji Krishnamurthy. "SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation" | [Home Page] | [PDF]
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Jiangzhang Gan, Xiaofeng Zhu, Rongyao Hu, Yonghua Zhu, Junbo Ma, Ziwen Peng, Guorong Wu. "Multi-graph Fusion for Functional Neuroimaging Biomarker Detection" | [Home Page] | [PDF]
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Tao He, Lianli Gao, Jingkuan Song, Jianfei Cai, Yuan-Fang Li. "Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation" | [Home Page] | [PDF]
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Lianli Gao, Zhilong Zhou, Heng Tao Shen, Jingkuan Song. "Bottom-up and Top-down: Bidirectional Additive Net for Edge Detection" | [Home Page] | [PDF]
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Jiachen Xu, Jingyu Gong, Jie Zhou, Xin Tan, Yuan Xie, Lizhuang Ma. "SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor" | [Home Page] | [PDF]
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Vikram Ravindra, Ananth Grama. "Characterizing Similarity of Visual Stimulus from Associated Neuronal Response" | [Home Page] | [PDF]
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Han-Yi Lin, Pi-Cheng Hsiu, Tei-Wei Kuo, Yen-Yu Lin. "Spatiotemporal Super-Resolution with Cross-Task Consistency and Its Semi-supervised Extension" | [Home Page] | [PDF]
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Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou. "Generating Person Images with Appearance-aware Pose Stylizer" | [Home Page] | [PDF]
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Tao Jin, Siyu Huang, Ming Chen, Yingming Li, Zhongfei Zhang. "SBAT: Video Captioning with Sparse Boundary-Aware Transformer" | [Home Page] | [PDF]
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Xinjian Huang, Bo Du, Weiwei Liu. "Multichannel Color Image Denoising via Weighted Schatten p-norm Minimization" | [Home Page] | [PDF]
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Yawen Huang, Feng Zheng, Danyang Wang, Junyu Jiang, Xiaoqian Wang, Ling Shao. "Super-Resolution and Inpainting with Degraded and Upgraded Generative Adversarial Networks" | [Home Page] | [PDF]
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Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun, Jianzhong Wang, Jiyong Zhang. "Real-World Automatic Makeup via Identity Preservation Makeup Net" | [Home Page] | [PDF]
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Ziwei Wang, Zi Huang, Yadan Luo. "Human Consensus-Oriented Image Captioning" | [Home Page] | [PDF]
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Changbin Shao, Jing Huo, Lei Qi, Zhen-Hua Feng, Wenbin Li, Chuanqi Dong, Yang Gao. "Biased Feature Learning for Occlusion Invariant Face Recognition" | [Home Page] | [PDF]
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Mingbao Lin, Rongrong Ji, Yuxin Zhang, Baochang Zhang, Yongjian Wu, Yonghong Tian. "Channel Pruning via Automatic Structure Search" | [Home Page] | [PDF]
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Rui Zheng, Fei Jiang, Ruimin Shen. "GestureDet: Real-time Student Gesture Analysis with Multi-dimensional Attention-based Detector" | [Home Page] | [PDF]
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Xiaoze Jiang, Jing Yu, Yajing Sun, Zengchang Qin, Zihao Zhu, Yue Hu, Qi Wu. "DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue" | [Home Page] | [PDF]
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Yakun Ju, Kin-Man Lam, Yang Chen, Lin Qi, Junyu Dong. "Pay Attention to Devils: A Photometric Stereo Network for Better Details" | [Home Page] | [PDF]
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Meng Lan, Yipeng Zhang, Qinning Xu, Lefei Zhang. "E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation" | [Home Page] | [PDF]
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Siyuan Li, Zhi Zhang, Ziyu Liu, Anna Wang, Linglong Qiu, Feng Du. "TLPG-Tracker: Joint Learning of Target Localization and Proposal Generation for Visual Tracking" | [Home Page] | [PDF]
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Chuanqi Dong, Wenbin Li, Jing Huo, Zheng Gu, Yang Gao. "Learning Task-aware Local Representations for Few-shot Learning" | [Home Page] | [PDF]
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Risheng Liu, Zi Li, Yuxi Zhang, Xin Fan, Zhongxuan Luo. "Bi-level Probabilistic Feature Learning for Deformable Image Registration" | [Home Page] | [PDF]
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Yingruo Fan, Zhaojiang Lin. "G2RL: Geometry-Guided Representation Learning for Facial Action Unit Intensity Estimation" | [Home Page] | [PDF]
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Chao Li, Baolin Liu, Jianguo Wei. "Visual Encoding and Decoding of the Human Brain Based on Shared Features" | [Home Page] | [PDF]
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Ganchao Tan, Daqing Liu, Meng Wang, Zheng-Jun Zha. "Learning to Discretely Compose Reasoning Module Networks for Video Captioning" | [Home Page] | [PDF]
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Haoze Wu, Jiawei Liu, Xierong Zhu, Meng Wang, Zheng-Jun Zha. "Multi-Scale Spatial-Temporal Integration Convolutional Tube for Human Action Recognition" | [Home Page] | [PDF]
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Chengwei Chen, Jing Liu, Yuan Xie, Yin Xiao Ban, Chunyun Wu, Yiqing Tao, Haichuan Song. "Latent Regularized Generative Dual Adversarial Network For Abnormal Detection" | [Home Page] | [PDF]
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Longteng Guo, Jing Liu, Xinxin Zhu, Xingjian He, Jie Jiang, Hanqing Lu. "Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning" | [Home Page] | [PDF]
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Jiping Zheng, Ganfeng Lu. "k-SDPP: Fixed-Size Video Summarization via Sequential Determinantal Point Processes" | [Home Page] | [PDF]
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Shengyuan Liu, Pei Lv, Yuzhen Zhang, Jie Fu, Junjin Cheng, Wanqing Li, Bing Zhou, Mingliang Xu. "Semi-Dynamic Hypergraph Neural Network for 3D Pose Estimation" | [Home Page] | [PDF]
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Gege Zhang, Qinghua Ma, Licheng Jiao, Fang Liu, Qigong Sun. "AttAN: Attention Adversarial Networks for 3D Point Cloud Semantic Segmentation" | [Home Page] | [PDF]
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Xu Ma, Song Fu. "Position-Aware Recalibration Module: Learning From Feature Semantics and Feature Position" | [Home Page] | [PDF]
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Yuqing Ma, Shihao Bai, Shan An, Wei Liu, Aishan Liu, Xiantong Zhen, Xianglong Liu. "Transductive Relation-Propagation Network for Few-shot Learning" | [Home Page] | [PDF]
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Yuqing Ma, Wei Liu, Shihao Bai, Qingyu Zhang, Aishan Liu, Weimin Chen, Xianglong Liu. "Few-shot Visual Learning with Contextual Memory and Fine-grained Calibration" | [Home Page] | [PDF]
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Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran. "Dynamic Language Binding in Relational Visual Reasoning" | [Home Page] | [PDF]
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Lixin Fan, Kam Woh Ng, Ce Ju, Tianyu Zhang, Chee Seng Chan. "Deep Polarized Network for Supervised Learning of Accurate Binary Hashing Codes" | [Home Page] | [PDF]
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Zhen-Liang Ni, Gui-Bin Bian, Guan-An Wang, Xiao-Hu Zhou, Zeng-Guang Hou, Xiao-Liang Xie, Zhen Li, Yu-Han Wang. "BARNet: Bilinear Attention Network with Adaptive Receptive Fields for Surgical Instrument Segmentation" | [Home Page] | [PDF]
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Heyu Zhou, Weizhi Nie, Wenhui Li, Dan Song, An-An Liu. "Hierarchical Instance Feature Alignment for 2D Image-Based 3D Shape Retrieval" | [Home Page] | [PDF]
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Chuanqi Zang, Mingtao Pei, Yu Kong. "Few-shot Human Motion Prediction via Learning Novel Motion Dynamics" | [Home Page] | [PDF]
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Weiwei Wang, Yuming Shen, Haofeng Zhang, Yazhou Yao, Li Liu. "Set and Rebase: Determining the Semantic Graph Connectivity for Unsupervised Cross-Modal Hashing" | [Home Page] | [PDF]
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Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jagersand. "Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings" | [Home Page] | [PDF]
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Hongwei Xie, Yafei Song, Ling Cai, Mingyang Li. "Overflow Aware Quantization: Accelerating Neural Network Inference by Low-bit Multiply-Accumulate Operations" | [Home Page] | [PDF]
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Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, Edward McFowland. "Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error" | [Home Page] | [PDF]
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Yuting Su, Yuqian Li, Dan Song, Weizhi Nie, Wenhui Li, An-An Liu. "Consistent Domain Structure Learning and Domain Alignment for 2D Image-Based 3D Objects Retrieval" | [Home Page] | [PDF]
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Yubo Zhang, Hao Tan, Mohit Bansal. "Diagnosing the Environment Bias in Vision-and-Language Navigation" | [Home Page] | [PDF]
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Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da, Jun Cheng, Bin Hu. "Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification" | [Home Page] | [PDF]
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Licheng Zhang, Xianzhi Wang, Lina Yao, Lin Wu, Feng Zheng. "Zero-Shot Object Detection via Learning an Embedding from Semantic Space to Visual Space" | [Home Page] | [PDF]
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Jinjia Peng, Yang Wang, Huibing Wang, Zhao Zhang, Xianping Fu, Meng Wang. "Unsupervised Vehicle Re-identification with Progressive Adaptation" | [Home Page] | [PDF]
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Dan Guo, Yang Wang, Peipei Song, Meng Wang. "Recurrent Relational Memory Network for Unsupervised Image Captioning" | [Home Page] | [PDF]
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Ruixin Liu, Zhenyu Weng, Yuesheng Zhu, Bairong Li. "Temporal Adaptive Alignment Network for Deep Video Inpainting" | [Home Page] | [PDF]
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Pin Jiang, Aming Wu, Yahong Han, Yunfeng Shao, Meiyu Qi, Bingshuai Li. "Bidirectional Adversarial Training for Semi-Supervised Domain Adaptation" | [Home Page] | [PDF]
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Kai Shen, Lingfei Wu, Fangli Xu, Siliang Tang, Jun Xiao, Yueting Zhuang. "Hierarchical Attention Based Spatial-Temporal Graph-to-Sequence Learning for Grounded Video Description" | [Home Page] | [PDF]
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Ke Ning, Lingxi Xie, Fei Wu, Qi Tian. "Polar Relative Positional Encoding for Video-Language Segmentation" | [Home Page] | [PDF]
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Yanzhao Xie, Yu Liu, Yangtao Wang, Lianli Gao, Peng Wang, Ke Zhou. "Label-Attended Hashing for Multi-Label Image Retrieval" | [Home Page] | [PDF]
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Mingkang Xiong, Zhenghong Zhang, Weilin Zhong, Jinsheng Ji, Jiyuan Liu, Huilin Xiong. "Self-supervised Monocular Depth and Visual Odometry Learning with Scale-consistent Geometric Constraints" | [Home Page] | [PDF]
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Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang, Pengfei Li. "DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion" | [Home Page] | [PDF]
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Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong. "TRP: Trained Rank Pruning for Efficient Deep Neural Networks" | [Home Page] | [PDF]
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Xinxun Xu, Muli Yang, Yanhua Yang, Hao Wang. "Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval" | [Home Page] | [PDF]
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Zhihui Lin, Chun Yuan, Maomao Li. "HAF-SVG: Hierarchical Stochastic Video Generation with Aligned Features" | [Home Page] | [PDF]
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Jiayin Cai, Chun Yuan, Cheng Shi, Lei Li, Yangyang Cheng, Ying Shan. "Feature Augmented Memory with Global Attention Network for VideoQA" | [Home Page] | [PDF]
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Zerun Feng, Zhimin Zeng, Caili Guo, Zheng Li. "Exploiting Visual Semantic Reasoning for Video-Text Retrieval" | [Home Page] | [PDF]
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Jiawei Liu, Zheng-Jun Zha, Xierong Zhu, Na Jiang. "Co-Saliency Spatio-Temporal Interaction Network for Person Re-Identification in Videos" | [Home Page] | [PDF]
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Kai Zhu, Wei Zhai, Yang Cao. "Self-Supervised Tuning for Few-Shot Segmentation" | [Home Page] | [PDF]
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Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang. "A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification" | [Home Page] | [PDF]
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Li'an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen, Yanjun Zhu, David Doermann. "CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs" | [Home Page] | [PDF]
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Haifeng Zhang, Wen Su, Jun Yu, Zengfu Wang. "Weakly Supervised Local-Global Relation Network for Facial Expression Recognition" | [Home Page] | [PDF]
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Qinming Zhang, Luyan Liu, Kai Ma, Cheng Zhuo, Yefeng Zheng. "Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift" | [Home Page] | [PDF]
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Hongrui Zhao, Jin Yu, Yanan Li, Donghui Wang, Jie Liu, Hongxia Yang, Fei Wu. "Dress like an Internet Celebrity: Fashion Retrieval in Videos" | [Home Page] | [PDF]
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Wentian Zhao, Seokhwan Kim, Ning Xu, Hailin Jin. "Video Question Answering on Screencast Tutorials" | [Home Page] | [PDF]
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Zhu Zhang, Zhou Zhao, Zhijie Lin, Baoxing Huai, Jing Yuan. "Object-Aware Multi-Branch Relation Networks for Spatio-Temporal Video Grounding" | [Home Page] | [PDF]
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Zhedong Zheng, Yi Yang. "Unsupervised Scene Adaptation with Memory Regularization in vivo" | [Home Page] | [PDF]
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Xi Zhu, Zhendong Mao, Chunxiao Liu, Peng Zhang, Bin Wang, Yongdong Zhang. "Overcoming Language Priors with Self-supervised Learning for Visual Question Answering" | [Home Page] | [PDF]
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Yaohui Zhu, Chenlong Liu, Shuqiang Jiang. "Multi-attention Meta Learning for Few-shot Fine-grained Image Recognition" | [Home Page] | [PDF]
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Zihao Zhu, Jing Yu, Yujing Wang, Yajing Sun, Yue Hu, Qi Wu. "Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering" | [Home Page] | [PDF]
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Xue Lin, Qi Zou, Xixia Xu. "Action-Guided Attention Mining and Relation Reasoning Network for Human-Object Interaction Detection" | [Home Page] | [PDF]
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Dongming Yang, Yuexian Zou. "A Graph-based Interactive Reasoning for Human-Object Interaction Detection" | [Home Page] | [PDF]
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Julien Baste, Michael R. Fellows, Lars Jaffke, Tomáš Masařík, Mateus de Oliveira Oliveira, Geevarghese Philip, Frances A. Rosamond. "Diversity of Solutions: An Exploration Through the Lens of Fixed-Parameter Tractability Theory" | [Home Page] | [PDF]
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Xizhe Zhang, Jian Gao, Yizhi Lv, Weixiong Zhang. "Early and Efficient Identification of Useless Constraint Propagation for Alldifferent Constraints" | [Home Page] | [PDF]
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Stephan Gocht, Ciaran McCreesh, Jakob Nordström. "Subgraph Isomorphism Meets Cutting Planes: Solving With Certified Solutions" | [Home Page] | [PDF]
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Zhendong Lei, Shaowei Cai, Chuan Luo. "Extended Conjunctive Normal Form and An Efficient Algorithm for Cardinality Constraints" | [Home Page] | [PDF]
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Daniel Le Berre, Pierre Marquis, Stefan Mengel, Romain Wallon. "On Irrelevant Literals in Pseudo-Boolean Constraint Learning" | [Home Page] | [PDF]
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Georg Gottlob, Cem Okulmus, Reinhard Pichler. "Fast and Parallel Decomposition of Constraint Satisfaction Problems" | [Home Page] | [PDF]
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Marc-André Ménard, Claude-Guy Quimper, Jonathan Gaudreault. "Learning Sensitivity of RCPSP by Analyzing the Search Process" | [Home Page] | [PDF]
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Hao Hu, Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet. "Learning Optimal Decision Trees with MaxSAT and its Integration in AdaBoost" | [Home Page] | [PDF]
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Wenjie Zhang, Zeyu Sun, Qihao Zhu, Ge Li, Shaowei Cai, Yingfei Xiong, Lu Zhang. "NLocalSAT: Boosting Local Search with Solution Prediction" | [Home Page] | [PDF]
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Ruiwei Wang, Roland H.C. Yap. "Bipartite Encoding: A New Binary Encoding for Solving Non-Binary CSPs" | [Home Page] | [PDF]
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Jimmy Lee, Allen Zhong. "Automatic Dominance Breaking for a Class of Constraint Optimization Problems" | [Home Page] | [PDF]
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Debarun Bhattacharjya, Tian Gao, Nicholas Mattei, Dharmashankar Subramanian. "Cause-Effect Association between Event Pairs in Event Datasets" | [Home Page] | [PDF]
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Yu Hao, Xin Cao, Yixiang Fang, Xike Xie, Sibo Wang. "Inductive Link Prediction for Nodes Having Only Attribute Information" | [Home Page] | [PDF]
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Xuefeng Chen, Xin Cao, Yifeng Zeng, Yixiang Fang, Bin Yao. "Optimal Region Search with Submodular Maximization" | [Home Page] | [PDF]
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Hong Yang, Ling Chen, Minglong Lei, Lingfeng Niu, Chuan Zhou, Peng Zhang. "Discrete Embedding for Latent Networks" | [Home Page] | [PDF]
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Yu Chen, Lingfei Wu, Mohammed J. Zaki. "GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension" | [Home Page] | [PDF]
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Hong Huang, Zixuan Fang, Xiao Wang, Youshan Miao, Hai Jin. "Motif-Preserving Temporal Network Embedding" | [Home Page] | [PDF]
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Adam Goodge, Bryan Hooi, See Kiong Ng, Wee Siong Ng. "Robustness of Autoencoders for Anomaly Detection Under Adversarial Impact" | [Home Page] | [PDF]
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Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu. "Opinion Maximization in Social Trust Networks" | [Home Page] | [PDF]
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Zhichao Huang, Xutao Li, Yunming Ye, Michael K. Ng. "MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product" | [Home Page] | [PDF]
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Yacine Izza, Said Jabbour, Badran Raddaoui, Abdelahmid Boudane. "On the Enumeration of Association Rules: A Decomposition-based Approach" | [Home Page] | [PDF]
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Jian Sun, Hongyu Jia, Bo Hu, Xiao Huang, Hao Zhang, Hai Wan, Xibin Zhao. "Speeding up Very Fast Decision Tree with Low Computational Cost" | [Home Page] | [PDF]
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Boyang Li, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen. "Simultaneous Arrival Matching for New Spatial Crowdsourcing Platforms" | [Home Page] | [PDF]
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Kaize Ding, Jundong Li, Nitin Agarwal, Huan Liu. "Inductive Anomaly Detection on Attributed Networks" | [Home Page] | [PDF]
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Fan Zhou, Liang Li, Ting Zhong, Goce Trajcevski, Kunpeng Zhang, Jiahao Wang. "Enhancing Urban Flow Maps via Neural ODEs" | [Home Page] | [PDF]
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Yiqing Xie, Sha Li, Carl Yang, Raymond Chi-Wing Wong, Jiawei Han. "When Do GNNs Work: Understanding and Improving Neighborhood Aggregation" | [Home Page] | [PDF]
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Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Bei Chen, Xiangjun Dong. "A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data" | [Home Page] | [PDF]
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Hanchen Wang, Defu Lian, Ying Zhang, Lu Qin, Xuemin Lin. "GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions" | [Home Page] | [PDF]
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Ziyu Jia, Youfang Lin, Jing Wang, Ronghao Zhou, Xiaojun Ning, Yuanlai He, Yaoshuai Zhao. "GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification" | [Home Page] | [PDF]
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Jie Feng, Ziqian Lin, Tong Xia, Funing Sun, Diansheng Guo, Yong Li. "A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling" | [Home Page] | [PDF]
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Man Luo, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Bowen Du, Hongkai Wen. "Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning" | [Home Page] | [PDF]
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Avirup Saha, Shreyas Sheshadri, Samik Datta, Niloy Ganguly, Disha Makhija, Priyank Patel. "Understanding the Success of Graph-based Semi-Supervised Learning using Partially Labelled Stochastic Block Model" | [Home Page] | [PDF]
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Kaixiong Zhou, Qingquan Song, Xiao Huang, Daochen Zha, Na Zou, Xia Hu. "Multi-Channel Graph Neural Networks" | [Home Page] | [PDF]
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Peiyan Li, Honglian Wang, Christian Böhm, Junming Shao. "Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression" | [Home Page] | [PDF]
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Jianan Zhao, Xiao Wang, Chuan Shi, Zekuan Liu, Yanfang Ye. "Network Schema Preserving Heterogeneous Information Network Embedding" | [Home Page] | [PDF]
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Ximing Li, Yang Wang. "Recovering Accurate Labeling Information from Partially Valid Data for Effective Multi-Label Learning" | [Home Page] | [PDF]
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Liang Yang, Yuexue Wang, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo. "JANE: Jointly Adversarial Network Embedding" | [Home Page] | [PDF]
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Lianwei Wu, Yuan Rao, Xiong Yang, Wanzhen Wang, Ambreen Nazir. "Evidence-Aware Hierarchical Interactive Attention Networks for Explainable Claim Verification" | [Home Page] | [PDF]
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Shuo Zhang, Lei Xie. "Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation" | [Home Page] | [PDF]
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Yang Gao, Hong Yang, Peng Zhang, Chuan Zhou, Yue Hu. "Graph Neural Architecture Search" | [Home Page] | [PDF]
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Shuwen Yang, Guojie Song, Yilun Jin, Lun Du. "Domain Adaptive Classification on Heterogeneous Information Networks" | [Home Page] | [PDF]
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Xiaoyu Yang, Yuefei Lyu, Tian Tian, Yifei Liu, Yudong Liu, Xi Zhang. "Rumor Detection on Social Media with Graph Structured Adversarial Learning" | [Home Page] | [PDF]
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Yuqiao Yang, Xiaoqiang Lin, Geng Lin, Zengfeng Huang, Changjian Jiang, Zhongyu Wei. "Joint Representation Learning of Legislator and Legislation for Roll Call Prediction" | [Home Page] | [PDF]
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Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu. "Entity Synonym Discovery via Multipiece Bilateral Context Matching" | [Home Page] | [PDF]
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Fuxin Ren, Zhongbao Zhang, Jiawei Zhang, Sen Su, Li Sun, Guozhen Zhu, Congying Guo. "BANANA: when Behavior ANAlysis meets social Network Alignment" | [Home Page] | [PDF]
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Yi Zhou, Zhe Wang, Kaiyi Ji, Yingbin Liang, Vahid Tarokh. "Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization" | [Home Page] | [PDF]
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Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zhang. "Bilinear Graph Neural Network with Neighbor Interactions" | [Home Page] | [PDF]
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Curtis Bright, Kevin K.H. Cheung, Brett Stevens, Ilias Kotsireas, Vijay Ganesh. "Unsatisfiability Proofs for Weight 16 Codewords in Lam's Problem" | [Home Page] | [PDF]
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Shaowei Cai, Wenying Hou, Yiyuan Wang, Chuan Luo, Qingwei Lin. "Two-goal Local Search and Inference Rules for Minimum Dominating Set" | [Home Page] | [PDF]
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Fei-Yu Liu, Zi-Niu Li, Chao Qian. "Self-Guided Evolution Strategies with Historical Estimated Gradients" | [Home Page] | [PDF]
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Qingyun Zhang, Zhipeng Lü, Zhouxing Su, Chumin Li, Yuan Fang, Fuda Ma. "Vertex Weighting-Based Tabu Search for p-Center Problem" | [Home Page] | [PDF]
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Chuan Luo, Bo Qiao, Xin Chen, Pu Zhao, Randolph Yao, Hongyu Zhang, Wei Wu, Andrew Zhou, Qingwei Lin. "Intelligent Virtual Machine Provisioning in Cloud Computing" | [Home Page] | [PDF]
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Bohan Li, Xindi Zhang, Shaowei Cai, Jinkun Lin, Yiyuan Wang, Christian Blum. "NuCDS: An Efficient Local Search Algorithm for Minimum Connected Dominating Set" | [Home Page] | [PDF]
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Zhijun Chen, Huimin Wang, Hailong Sun, Pengpeng Chen, Tao Han, Xudong Liu, Jie Yang. "Structured Probabilistic End-to-End Learning from Crowds" | [Home Page] | [PDF]
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Xiang Cheng, Yunzhe Hao, Jiaming Xu, Bo Xu. "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recognition" | [Home Page] | [PDF]
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Bryan Wilder, Eric Horvitz, Ece Kamar. "Learning to Complement Humans" | [Home Page] | [PDF]
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Jiyi Li, Yasushi Kawase, Yukino Baba, Hisashi Kashima. "Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization" | [Home Page] | [PDF]
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Li'ang Yin, Yunfei Liu, Weinan Zhang, Yong Yu. "Aggregating Crowd Wisdom with Side Information via a Clustering-based Label-aware Autoencoder" | [Home Page] | [PDF]
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David Sarne, Chen Rozenshtein. "Incorporating Failure Events in Agents’ Decision Making to Improve User Satisfaction" | [Home Page] | [PDF]
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David Sarne, Chen Rozenshtein. "Incorporating Failure Events in Agents’ Decision Making to Improve User Satisfaction" | [Home Page] | [PDF]
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Feilong Tang. "Optimal Complex Task Assignment in Service Crowdsourcing" | [Home Page] | [PDF]
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Zhijie Fang, Weiqun Wang, Shixin Ren, Jiaxing Wang, Weiguo Shi, Xu Liang, Chen-Chen Fan, Zeng-Guang Hou. "Learning Regional Attention Convolutional Neural Network for Motion Intention Recognition Based on EEG Data" | [Home Page] | [PDF]
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Yunfei Liu, Yang Yang, Xianyu Chen, Jian Shen, Haifeng Zhang, Yong Yu. "Improving Knowledge Tracing via Pre-training Question Embeddings" | [Home Page] | [PDF]
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Abhijin Adiga, Sarit Kraus, Oleg Maksimov, S. S. Ravi. "Boolean Games: Inferring Agents' Goals Using Taxation Queries" | [Home Page] | [PDF]
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Stuart Armstrong, Jan Leike, Laurent Orseau, Shane Legg. "Pitfalls of Learning a Reward Function Online" | [Home Page] | [PDF]
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Fadi Badra. "A Dataset Complexity Measure for Analogical Transfer" | [Home Page] | [PDF]
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Meghyn Bienvenu, Quentin Manière, Michaël Thomazo. "Answering Counting Queries over DL-Lite Ontologies" | [Home Page] | [PDF]
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Lasse Dissing, Thomas Bolander. "Implementing Theory of Mind on a Robot Using Dynamic Epistemic Logic" | [Home Page] | [PDF]
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Robert Bredereck, Lilian Jacobs, Leon Kellerhals. "Maximizing the Spread of an Opinion in Few Steps: Opinion Diffusion in Non-Binary Networks" | [Home Page] | [PDF]
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Prantik Chatterjee, Abhijit Chatterjee, Jose Campos, Rui Abreu, Subhajit Roy. "Diagnosing Software Faults Using Multiverse Analysis" | [Home Page] | [PDF]
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Patrick Koopmann, Jieying Chen. "Deductive Module Extraction for Expressive Description Logics" | [Home Page] | [PDF]
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Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen. "Neural Entity Summarization with Joint Encoding and Weak Supervision" | [Home Page] | [PDF]
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Ondřej Čepek, Miloš Chromý. "Switch-List Representations in a Knowledge Compilation Map" | [Home Page] | [PDF]
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Diego Calvanese, Julien Corman, Davide Lanti, Simon Razniewski. "Counting Query Answers over a DL-Lite Knowledge Base" | [Home Page] | [PDF]
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Dennis Craandijk, Floris Bex. "Deep Learning for Abstract Argumentation Semantics" | [Home Page] | [PDF]
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Benjamin Aminof, Giuseppe De Giacomo, Alessio Lomuscio, Aniello Murano, Sasha Rubin. "Synthesizing strategies under expected and exceptional environment behaviors" | [Home Page] | [PDF]
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Bartosz Bednarczyk, Stephane Demri, Alessio Mansutti. "A Framework for Reasoning about Dynamic Axioms in Description Logics" | [Home Page] | [PDF]
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Bernardo Cuteri, Carmine Dodaro, Francesco Ricca, Peter Schüller. "Overcoming the Grounding Bottleneck Due to Constraints in ASP Solving: Constraints Become Propagators" | [Home Page] | [PDF]
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Heshan Du, Natasha Alechina, Anthony G. Cohn. "A Logic of Directions" | [Home Page] | [PDF]
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Kaisheng Wu, Liangda Fang, Liping Xiong, Zhao-Rong Lai, Yong Qiao, Kaidong Chen, Fei Rong. "Automatic Synthesis of Generalized Winning Strategies of Impartial Combinatorial Games Using SMT Solvers" | [Home Page] | [PDF]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro. "Revisiting the Notion of Extension over Incomplete Abstract Argumentation Frameworks" | [Home Page] | [PDF]
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Bartosz Bednarczyk, Robert Ferens, Piotr Ostropolski-Nalewaja. "All-Instances Oblivious Chase Termination is Undecidable for Single-Head Binary TGDs" | [Home Page] | [PDF]
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Hubie Chen, Georg Gottlob, Matthias Lanzinger, Reinhard Pichler. "Semantic Width and the Fixed-Parameter Tractability of Constraint Satisfaction Problems" | [Home Page] | [PDF]
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Rachael Colley, Umberto Grandi, Arianna Novaro. "Smart Voting" | [Home Page] | [PDF]
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Robert Ganian, Thekla Hamm, Guillaume Mescoff. "The Complexity Landscape of Resource-Constrained Scheduling" | [Home Page] | [PDF]
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Shuxin Li, Zixian Huang, Gong Cheng, Evgeny Kharlamov, Kalpa Gunaratna. "Enriching Documents with Compact, Representative, Relevant Knowledge Graphs" | [Home Page] | [PDF]
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Zhun Yang, Adam Ishay, Joohyung Lee. "NeurASP: Embracing Neural Networks into Answer Set Programming" | [Home Page] | [PDF]
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Patricia Everaere, Sebastien Konieczny, Pierre Marquis. "Belief Merging Operators as Maximum Likelihood Estimators" | [Home Page] | [PDF]
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Nicolas Schwind, Sebastien Konieczny, Jean-Marie Lagniez, Pierre Marquis. "On Computational Aspects of Iterated Belief Change" | [Home Page] | [PDF]
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David Carral, Markus Krötzsch. "Rewriting the Description Logic ALCHIQ to Disjunctive Existential Rules" | [Home Page] | [PDF]
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Peter Jonsson, Victor Lagerkvist. "Lower Bounds and Faster Algorithms for Equality Constraints" | [Home Page] | [PDF]
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Gianluca Cima, Domenico Lembo, Riccardo Rosati, Domenico Fabio Savo. "Controlled Query Evaluation in Description Logics Through Instance Indistinguishability" | [Home Page] | [PDF]
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Fei Liang, Zhe Lin. "On the Decidability of Intuitionistic Tense Logic without Disjunction" | [Home Page] | [PDF]
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Zhaoshuai Liu, Liping Xiong, Yongmei Liu, Yves Lespérance, Ronghai Xu, Hongyi Shi. "A Modal Logic for Joint Abilities under Strategy Commitments" | [Home Page] | [PDF]
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Michael Sioutis, Zhiguo Long, Tomi Janhunen. "On Robustness in Qualitative Constraint Networks" | [Home Page] | [PDF]
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Özgür Lütfü Özçep, Mena Leemhuis, Diedrich Wolter. "Cone Semantics for Logics with Negation" | [Home Page] | [PDF]
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Anneke Haga, Carsten Lutz, Johannes Marti, Frank Wolter. "A Journey into Ontology Approximation: From Non-Horn to Horn" | [Home Page] | [PDF]
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Alexis de Colnet, Stefan Mengel. "Lower Bounds for Approximate Knowledge Compilation" | [Home Page] | [PDF]
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Marcello D'Agostino, Sanjay Modgil. "A Fully Rational Account of Structured Argumentation Under Resource Bounds" | [Home Page] | [PDF]
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Cosimo Persia, Ana Ozaki. "On the Learnability of Possibilistic Theories" | [Home Page] | [PDF]
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Stéphanie Roussel, Xavier Pucel, Valentin Bouziat, Louise Travé-Massuyès. "Model-Based Synthesis of Incremental and Correct Estimators for Discrete Event Systems" | [Home Page] | [PDF]
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Yakoub Salhi. "Inconsistency Measurement for Improving Logical Formula Clustering" | [Home Page] | [PDF]
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Robert Ganian, Andre Schidler, Manuel Sorge, Stefan Szeider. "Threshold Treewidth and Hypertree Width" | [Home Page] | [PDF]
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Pengyu Zhao, Tianxiao Shui, Yuanxing Zhang, Kecheng Xiao, Kaigui Bian. "Adversarial Oracular Seq2seq Learning for Sequential Recommendation" | [Home Page] | [PDF]
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Dragan Doder, Srdjan Vesic, Madalina Croitoru. "Ranking Semantics for Argumentation Systems With Necessities" | [Home Page] | [PDF]
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Przemysław A. Wałęga, Bernardo Cuenca Grau, Mark Kaminski, Egor V. Kostylev. "Tractable Fragments of Datalog with Metric Temporal Operators" | [Home Page] | [PDF]
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Guojia Wan, Shirui Pan, Chen Gong, Chuan Zhou, Gholamreza Haffari. "Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning" | [Home Page] | [PDF]
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Zhe Wang, Peng Xiao, Kewen Wang, Zhiqiang Zhuang, Hai Wan. "Query Answering for Existential Rules via Efficient Datalog Rewriting" | [Home Page] | [PDF]
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Heng Zhang, Yan Zhang, Guifei Jiang. "Model-theoretic Characterizations of Existential Rule Languages" | [Home Page] | [PDF]
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Eden Abadi, Ronen I. Brafman. "Learning and Solving Regular Decision Processes" | [Home Page] | [PDF]
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Yusuke Iwasawa, Kei Akuzawa, Yutaka Matsuo. "Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective" | [Home Page] | [PDF]
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Raman Sankaran, Francis Bach, Chiranjib Bhattacharyya. "Learning With Subquadratic Regularization : A Primal-Dual Approach" | [Home Page] | [PDF]
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Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian. "Order-Dependent Event Models for Agent Interactions" | [Home Page] | [PDF]
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Shizhen Chang, Bo Du, Liangpei Zhang. "Positive Unlabeled Learning with Class-prior Approximation" | [Home Page] | [PDF]
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Hsuan-Kung Yang, Po-Han Chiang, Min-Fong Hong, Chun-Yi Lee. "Flow-based Intrinsic Curiosity Module" | [Home Page] | [PDF]
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Andrew Cropper, Sebastijan Dumančic. "Learning Large Logic Programs By Going Beyond Entailment" | [Home Page] | [PDF]
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Yufei Cui, Ziquan Liu, Wuguannan Yao, Qiao Li, Antoni B. Chan, Tei-wei Kuo, Chun Jason Xue. "Fully Nested Neural Network for Adaptive Compression and Quantization" | [Home Page] | [PDF]
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Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong. "SI-VDNAS: Semi-Implicit Variational Dropout for Hierarchical One-shot Neural Architecture Search" | [Home Page] | [PDF]
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Sayak Dey, Swagatam Das, Rammohan Mallipeddi. "The Sparse MinMax k-Means Algorithm for High-Dimensional Clustering" | [Home Page] | [PDF]
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Gabriele Ciravegna, Francesco Giannini, Marco Gori, Marco Maggini, Stefano Melacci. "Human-Driven FOL Explanations of Deep Learning" | [Home Page] | [PDF]
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Frank Nussbaum, Joachim Giesen. "Disentangling Direct and Indirect Interactions in Polytomous Item Response Theory Models" | [Home Page] | [PDF]
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Chuang Zhang, Chen Gong, Tengfei Liu, Xun Lu, Weiqiang Wang, Jian Yang. "Online Positive and Unlabeled Learning" | [Home Page] | [PDF]
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Manisha Padala, Sujit Gujar. "FNNC: Achieving Fairness through Neural Networks" | [Home Page] | [PDF]
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Julian Berk, Sunil Gupta, Santu Rana, Svetha Venkatesh. "Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation" | [Home Page] | [PDF]
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Weixiang Xu, Xiangyu He, Tianli Zhao, Qinghao Hu, Peisong Wang, Jian Cheng. "Soft Threshold Ternary Networks" | [Home Page] | [PDF]
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Alexander Schulz, Fabian Hinder, Barbara Hammer. "DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction" | [Home Page] | [PDF]
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Weijun Hong, Guilin Li, Weinan Zhang, Ruiming Tang, Yunhe Wang, Zhenguo Li, Yong Yu. "DropNAS: Grouped Operation Dropout for Differentiable Architecture Search" | [Home Page] | [PDF]
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Shoujin Wang, Liang Hu, Yan Wang, Quan Z. Sheng, Mehmet Orgun, Longbing Cao. "Intention2Basket: A Neural Intention-driven Approach for Dynamic Next-basket Planning" | [Home Page] | [PDF]
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Qian Li, Qingyuan Hu, Yong Qi, Saiyu Qi, Jie Ma, Jian Zhang. "Stochastic Batch Augmentation with An Effective Distilled Dynamic Soft Label Regularizer" | [Home Page] | [PDF]
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Peng Wei, Guoliang Hua, Weibo Huang, Fanyang Meng, Hong Liu. "Unsupervised Monocular Visual-inertial Odometry Network" | [Home Page] | [PDF]
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Rongzhou Huang, Chuyin Huang, Yubao Liu, Genan Dai, Weiyang Kong. "LSGCN: Long Short-Term Traffic Prediction with Graph Convolutional Networks" | [Home Page] | [PDF]
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Hao Zhu, Huaibo Huang, Yi Li, Aihua Zheng, Ran He. "Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning" | [Home Page] | [PDF]
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Teng Zhang, Hai Jin. "Optimal Margin Distribution Machine for Multi-Instance Learning" | [Home Page] | [PDF]
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Naoya Takeishi, Yoshinobu Kawahara. "Knowledge-Based Regularization in Generative Modeling" | [Home Page] | [PDF]
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Tuan Dam, Pascal Klink, Carlo D'Eramo, Jan Peters, Joni Pajarinen. "Generalized Mean Estimation in Monte-Carlo Tree Search" | [Home Page] | [PDF]
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Zhen Wang, Chao Lan. "Towards a Hierarchical Bayesian Model of Multi-View Anomaly Detection" | [Home Page] | [PDF]
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Sehun Yu, Dongha Lee, Hwanjo Yu. "Convolutional Neural Networks with Compression Complexity Pooling for Out-of-Distribution Image Detection" | [Home Page] | [PDF]
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Huiyuan Chen, Jing Li. "Neural Tensor Model for Learning Multi-Aspect Factors in Recommender Systems" | [Home Page] | [PDF]
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Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou. "AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search" | [Home Page] | [PDF]
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Yaqiong Li, Xuhui Fan, Ling Chen, Bin Li, Zheng Yu, Scott A. Sisson. "Recurrent Dirichlet Belief Networks for interpretable Dynamic Relational Data Modelling" | [Home Page] | [PDF]
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Haobo Wang, Zhao Li, Jiaming Huang, Pengrui Hui, Weiwei Liu, Tianlei Hu, Gang Chen. "Collaboration Based Multi-Label Propagation for Fraud Detection" | [Home Page] | [PDF]
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Peng Han, Zhongxiao Li, Yong Liu, Peilin Zhao, Jing Li, Hao Wang, Shuo Shang. "Contextualized Point-of-Interest Recommendation" | [Home Page] | [PDF]
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Zhengxu Yu, Shuxian Liang, Long Wei, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua. "MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification" | [Home Page] | [PDF]
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Xiao Zhang, Shizhong Liao. "Hypothesis Sketching for Online Kernel Selection in Continuous Kernel Space" | [Home Page] | [PDF]
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Ishan Durugkar, Elad Liebman, Peter Stone. "Balancing Individual Preferences and Shared Objectives in Multiagent Reinforcement Learning" | [Home Page] | [PDF]
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Jia Zhang, Yidong Lin, Min Jiang, Shaozi Li, Yong Tang, Kay Chen Tan. "Multi-label Feature Selection via Global Relevance and Redundancy Optimization" | [Home Page] | [PDF]
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Ruobing Xie, Cheng Ling, Yalong Wang, Rui Wang, Feng Xia, Leyu Lin. "Deep Feedback Network for Recommendation" | [Home Page] | [PDF]
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Yiyang Zhang, Feng Liu, Zhen Fang, Bo Yuan, Guangquan Zhang, Jie Lu. "Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation" | [Home Page] | [PDF]
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Zihan Zhang, Mingxuan Liu, Chao Zhang, Yiming Zhang, Zhou Li, Qi Li, Haixin Duan, Donghong Sun. "Argot: Generating Adversarial Readable Chinese Texts" | [Home Page] | [PDF]
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Renjun Xu, Pelen Liu, Yin Zhang, Fang Cai, Jindong Wang, Shuoying Liang, Heting Ying, Jianwei Yin. "Joint Partial Optimal Transport for Open Set Domain Adaptation" | [Home Page] | [PDF]
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Yongqiao Wang, Xudong Liu. "Multivariate Probability Calibration with Isotonic Bernstein Polynomials" | [Home Page] | [PDF]
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Huanle Xu, Yang Liu, Wing Cheong Lau, Rui Li. "Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints" | [Home Page] | [PDF]
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Yinan Zhang, Yong Liu, Peng Han, Chunyan Miao, Lizhen Cui, Baoli Li, Haihong Tang. "Learning Personalized Itemset Mapping for Cross-Domain Recommendation" | [Home Page] | [PDF]
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Yun-Peng Liu, Ning Xu, Yu Zhang, Xin Geng. "Label Distribution for Learning with Noisy Labels" | [Home Page] | [PDF]
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Zhaoyang Liu, Haokun Chen, Fei Sun, Xu Xie, Jinyang Gao, Bolin Ding, Yanyan Shen. "Intent Preference Decoupling for User Representation on Online Recommender System" | [Home Page] | [PDF]
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Xiaotong Lu, Han Huang, Weisheng Dong, Xin Li, Guangming Shi. "Beyond Network Pruning: a Joint Search-and-Training Approach" | [Home Page] | [PDF]
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Anjing Luo, Pengpeng Zhao, Yanchi Liu, Fuzhen Zhuang, Deqing Wang, Jiajie Xu, Junhua Fang, Victor S. Sheng. "Collaborative Self-Attention Network for Session-based Recommendation" | [Home Page] | [PDF]
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Lei Luo, Jian Pei, Heng Huang. "Sinkhorn Regression" | [Home Page] | [PDF]
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Yijing Luo, Bo Han, Chen Gong. "A Bi-level Formulation for Label Noise Learning with Spectral Cluster Discovery" | [Home Page] | [PDF]
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Ziwei Li, Gengyu Lyu, Songhe Feng. "Partial Multi-Label Learning via Multi-Subspace Representation" | [Home Page] | [PDF]
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Hang Li, Chen Ma, Wei Xu, Xue Liu. "Feature Statistics Guided Efficient Filter Pruning" | [Home Page] | [PDF]
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Changsheng Li, Handong Ma, Zhao Kang, Ye Yuan, Xiao-Yu Zhang, Guoren Wang. "On Deep Unsupervised Active Learning" | [Home Page] | [PDF]
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Erik Daxberger, Anastasia Makarova, Matteo Turchetta, Andreas Krause. "Mixed-Variable Bayesian Optimization" | [Home Page] | [PDF]
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André Maletzke, Waqar Hassan, Denis dos Reis, Gustavo Batista. "The Importance of the Test Set Size in Quantification Assessment" | [Home Page] | [PDF]
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Rati Devidze, Farnam Mansouri, Luis Haug, Yuxin Chen, Adish Singla. "Understanding the Power and Limitations of Teaching with Imperfect Knowledge" | [Home Page] | [PDF]
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Johan Ferret, Raphael Marinier, Matthieu Geist, Olivier Pietquin. "Self-Attentional Credit Assignment for Transfer in Reinforcement Learning" | [Home Page] | [PDF]
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Jonathan Zarecki, Shaul Markovitch. "Textual Membership Queries" | [Home Page] | [PDF]
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Xufang Luo, Qi Meng, Di He, Wei Chen, Yunhong Wang. "I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations" | [Home Page] | [PDF]
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Masataro Asai, Christian Muise. "Learning Neural-Symbolic Descriptive Planning Models via Cube-Space Priors: The Voyage Home (to STRIPS)" | [Home Page] | [PDF]
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Hien H. Nguyen, Hua Zhong, Mingzhou Song. "Optimality, Accuracy, and Efficiency of an Exact Functional Test" | [Home Page] | [PDF]
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Deng Pan, Xiangrui Li, Xin Li, Dongxiao Zhu. "Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability" | [Home Page] | [PDF]
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Zilun Peng, Ahmed Touati, Pascal Vincent, Doina Precup. "SVRG for Policy Evaluation with Fewer Gradient Evaluations" | [Home Page] | [PDF]
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Luis A. Perez Rey, Vlado Menkovski, Jim Portegies. "Diffusion Variational Autoencoders" | [Home Page] | [PDF]
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Yannis Flet-Berliac, Philippe Preux. "Only Relevant Information Matters: Filtering Out Noisy Samples To Boost RL" | [Home Page] | [PDF]
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Pinzhuo Tian, Lei Qi, Shaokang Dong, Yinghuan Shi, Yang Gao. "Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge" | [Home Page] | [PDF]
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Weijie Liu, Hui Qian, Chao Zhang, Zebang Shen, Jiahao Xie, Nenggan Zheng. "Accelerating Stratified Sampling SGD by Reconstructing Strata" | [Home Page] | [PDF]
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Ruobing Xie, Zhijie Qiu, Jun Rao, Yi Liu, Bo Zhang, Leyu Lin. "Internal and Contextual Attention Network for Cold-start Multi-channel Matching in Recommendation" | [Home Page] | [PDF]
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Xuan Lin, Zhe Quan, Zhi-Jie Wang, Tengfei Ma, Xiangxiang Zeng. "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction" | [Home Page] | [PDF]
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Payel Das, Brian Quanz, Pin-Yu Chen, Jae-wook Ahn, Dhruv Shah. "Toward a neuro-inspired creative decoder" | [Home Page] | [PDF]
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Quan Guo, Hossein Rajaby Faghihi, Yue Zhang, Andrzej Uszok, Parisa Kordjamshidi. "Inference-Masked Loss for Deep Structured Output Learning" | [Home Page] | [PDF]
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Zhao Zhang, Jiahuan Ren, Zheng Zhang, Guangcan Liu. "Deep Latent Low-Rank Fusion Network for Progressive Subspace Discovery" | [Home Page] | [PDF]
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Hao Xiong, Nicholas Ruozzi. "General Purpose MRF Learning with Neural Network Potentials" | [Home Page] | [PDF]
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Shujian Yu, Ammar Shaker, Francesco Alesiani, Jose Principe. "Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications" | [Home Page] | [PDF]
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Sankalp Garg, Navodita Sharma, Woojeong Jin, Xiang Ren. "Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution" | [Home Page] | [PDF]
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Lifu Wang, Bo Shen, Ning Zhao, Zhiyuan Zhang. "Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?" | [Home Page] | [PDF]
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Haowen Fang, Amar Shrestha, Ziyi Zhao, Qinru Qiu. "Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network" | [Home Page] | [PDF]
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Ryan Spring, Anshumali Shrivastava. "Mutual Information Estimation using LSH Sampling" | [Home Page] | [PDF]
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Riley Simmons-Edler, Ben Eisner, Daniel Yang, Anthony Bisulco, Eric Mitchell, Sebastian Seung, Daniel Lee. "Reward Prediction Error as an Exploration Objective in Deep RL" | [Home Page] | [PDF]
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Ying Song, Shuangjia Zheng, Zhangming Niu, Zhang-hua Fu, Yutong Lu, Yuedong Yang. "Communicative Representation Learning on Attributed Molecular Graphs" | [Home Page] | [PDF]
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Taiji Suzuki, Hiroshi Abe, Tomoya Murata, Shingo Horiuchi, Kotaro Ito, Tokuma Wachi, So Hirai, Masatoshi Yukishima, Tomoaki Nishimura. "Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error" | [Home Page] | [PDF]
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Dmitrii Krylov, Remi Tachet des Combes, Romain Laroche, Michael Rosenblum, Dmitry V. Dylov. "Reinforcement Learning Framework for Deep Brain Stimulation Study" | [Home Page] | [PDF]
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Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Hiroki Arimura. "DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization" | [Home Page] | [PDF]
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Xuemiao Zhang, Zhouxing Tan, Xiaoning Zhang, Yang Cao, Rui Yan. "Adaptively Multi-Objective Adversarial Training for Dialogue Generation" | [Home Page] | [PDF]
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Min Shi, Yufei Tang, Xingquan Zhu, David Wilson, Jianxun Liu. "Multi-Class Imbalanced Graph Convolutional Network Learning" | [Home Page] | [PDF]
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Andrea Bontempelli, Stefano Teso, Fausto Giunchiglia, Andrea Passerini. "Learning in the Wild with Incremental Skeptical Gaussian Processes" | [Home Page] | [PDF]
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Daniel Stoller, Mi Tian, Sebastian Ewert, Simon Dixon. "Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling" | [Home Page] | [PDF]
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Qiangxing Tian, Guanchu Wang, Jinxin Liu, Donglin Wang, Yachen Kang. "Independent Skill Transfer for Deep Reinforcement Learning" | [Home Page] | [PDF]
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Guangyang Han, Jinzheng Tu, Guoxian Yu, Jun Wang, Carlotta Domeniconi. "Crowdsourcing with Multiple-Source Knowledge Transfer" | [Home Page] | [PDF]
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Lorenzo Perini, Vincent Vercruyssen, Jesse Davis. "Class Prior Estimation in Active Positive and Unlabeled Learning" | [Home Page] | [PDF]
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Ruizhe Zhao, Brian Vogel, Tanvir Ahmed, Wayne Luk. "Reducing Underflow in Mixed Precision Training by Gradient Scaling" | [Home Page] | [PDF]
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Cong Fei, Bin Wang, Yuzheng Zhuang, Zongzhang Zhang, Jianye Hao, Hongbo Zhang, Xuewu Ji, Wulong Liu. "Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets" | [Home Page] | [PDF]
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Bo Xue, Guanghui Wang, Yimu Wang, Lijun Zhang. "Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs" | [Home Page] | [PDF]
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Haobo Wang, Weiwei Liu, Yang Zhao, Tianlei Hu, Ke Chen, Gang Chen. "Learning From Multi-Dimensional Partial Labels" | [Home Page] | [PDF]
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Hu Wang, Guansong Pang, Chunhua Shen, Congbo Ma. "Unsupervised Representation Learning by Predicting Random Distances" | [Home Page] | [PDF]
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Wenbin Li, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao, Jiebo Luo. "Asymmetric Distribution Measure for Few-shot Learning" | [Home Page] | [PDF]
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Jiaqi Zhang, Meng Wang, Qinchi Li, Sen Wang, Xiaojun Chang, Beilun Wang. "Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables" | [Home Page] | [PDF]
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Jiafeng Cheng, Qianqian Wang, Zhiqiang Tao, Deyan Xie, Quanxue Gao. "Multi-View Attribute Graph Convolution Networks for Clustering" | [Home Page] | [PDF]
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Xin Wang, Siu Ming Yiu. "Classification with Rejection: Scaling Generative Classifiers with Supervised Deep Infomax" | [Home Page] | [PDF]
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Fuxiang Zhang, Xin Wang, Zhao Li, Jianxin Li. "TransRHS: A Representation Learning Method for Knowledge Graphs with Relation Hierarchical Structure" | [Home Page] | [PDF]
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Zhongxia Chen, Xiting Wang, Xing Xie, Mehul Parsana, Akshay Soni, Xiang Ao, Enhong Chen. "Towards Explainable Conversational Recommendation" | [Home Page] | [PDF]
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Feng Zhu, Yan Wang, Chaochao Chen, Guanfeng Liu, Xiaolin Zheng. "A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation" | [Home Page] | [PDF]
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Zheng Wang, Feiping Nie, Lai Tian, Rong Wang, Xuelong Li. "Discriminative Feature Selection via A Structured Sparse Subspace Learning Module" | [Home Page] | [PDF]
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Umang Bhatt, Adrian Weller, José M. F. Moura. "Evaluating and Aggregating Feature-based Model Explanations" | [Home Page] | [PDF]
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Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang. "User Modeling with Click Preference and Reading Satisfaction for News Recommendation" | [Home Page] | [PDF]
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Hanning Gao, Lingfei Wu, Po Hu, Fangli Xu. "RDF-to-Text Generation with Graph-augmented Structural Neural Encoders" | [Home Page] | [PDF]
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Peixi Peng, Junliang Xing, Lili Cao. "Hybrid Learning for Multi-agent Cooperation with Sub-optimal Demonstrations" | [Home Page] | [PDF]
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Chao Qian, Hang Xiong, Ke Xue. "Bayesian Optimization using Pseudo-Points" | [Home Page] | [PDF]
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Bowen Weng, Huaqing Xiong, Yingbin Liang, Wei Zhang. "Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent" | [Home Page] | [PDF]
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Jun Huang, Linchuan Xu, Jing Wang, Lei Feng, Kenji Yamanishi. "Discovering Latent Class Labels for Multi-Label Learning" | [Home Page] | [PDF]
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Xiaoxing Wang, Chao Xue, Junchi Yan, Xiaokang Yang, Yonggang Hu, Kewei Sun. "MergeNAS: Merge Operations into One for Differentiable Architecture Search" | [Home Page] | [PDF]
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Hui Xue, Zheng-Fan Wu. "BaKer-Nets: Bayesian Random Kernel Mapping Networks" | [Home Page] | [PDF]
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Hu Ding, Fan Yang, Mingyue Wang. "On Metric DBSCAN with Low Doubling Dimension" | [Home Page] | [PDF]
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Luting Yang, Jianyi Yang, Shaolei Ren. "Multi-Feedback Bandit Learning with Probabilistic Contexts" | [Home Page] | [PDF]
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Tianpei Yang, Jianye Hao, Zhaopeng Meng, Zongzhang Zhang, Yujing Hu, Yingfeng Chen, Changjie Fan, Weixun Wang, Wulong Liu, Zhaodong Wang, Jiajie Peng. "Efficient Deep Reinforcement Learning via Adaptive Policy Transfer" | [Home Page] | [PDF]
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Thanh Tan Nguyen, Nan Ye, Peter Bartlett. "Greedy Convex Ensemble" | [Home Page] | [PDF]
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Mohammadamin Barekatain, Ryo Yonetani, Masashi Hamaya. "MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics" | [Home Page] | [PDF]
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Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu. "Gradient Perturbation is Underrated for Differentially Private Convex Optimization" | [Home Page] | [PDF]
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Yuying Xing, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang. "Weakly-Supervised Multi-view Multi-instance Multi-label Learning" | [Home Page] | [PDF]
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Rundong Wang, Runsheng Yu, Bo An, Zinovi Rabinovich. "I²HRL: Interactive Influence-based Hierarchical Reinforcement Learning" | [Home Page] | [PDF]
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Wantong Lu, Yantao Yu, Yongzhe Chang, Zhen Wang, Chenhui Li, Bo Yuan. "A Dual Input-aware Factorization Machine for CTR Prediction" | [Home Page] | [PDF]
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Kwei-Herng Lai, Daochen Zha, Yuening Li, Xia Hu. "Dual Policy Distillation" | [Home Page] | [PDF]
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Hui Xu, Chong Zhang, Jiaxing Wang, Deqiang Ouyang, Yu Zheng, Jie Shao. "Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning" | [Home Page] | [PDF]
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Feiping Nie, Han Zhang, Rong Wang, Xuelong Li. "Semi-supervised Clustering via Pairwise Constrained Optimal Graph" | [Home Page] | [PDF]
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Hongting Zhang, Pan Zhou, Qiben Yan, Xiao-Yang Liu. "Generating Robust Audio Adversarial Examples with Temporal Dependency" | [Home Page] | [PDF]
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Xiaobin Tang, Jing Zhang, Bo Chen, Yang Yang, Hong Chen, Cuiping Li. "BERT-INT:A BERT-based Interaction Model For Knowledge Graph Alignment" | [Home Page] | [PDF]
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Shanshan Wang, Lei Zhang. "Self-adaptive Re-weighted Adversarial Domain Adaptation" | [Home Page] | [PDF]
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Miao Zhang, Huiqi Li, Shirui Pan, Taoping Liu, Steven Su. "One-Shot Neural Architecture Search via Novelty Driven Sampling" | [Home Page] | [PDF]
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Qiulin Zhang, Zhuqing Jiang, Qishuo Lu, Jia'nan Han, Zhengxin Zeng, Shanghua Gao, Aidong Men. "Split to Be Slim: An Overlooked Redundancy in Vanilla Convolution" | [Home Page] | [PDF]
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Jinglin Xu, Xiangsen Zhang, Wenbin Li, Xinwang Liu, Junwei Han. "Joint Multi-view 2D Convolutional Neural Networks for 3D Object Classification" | [Home Page] | [PDF]
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Hanyuan Zhang, Xinyu Zhang, Qize Jiang, Baihua Zheng, Zhenbang Sun, Weiwei Sun, Changhu Wang. "Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching" | [Home Page] | [PDF]
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Kangzhi Zhao, Yong Zhang, Hongzhi Yin, Jin Wang, Kai Zheng, Xiaofang Zhou, Chunxiao Xing. "Discovering Subsequence Patterns for Next POI Recommendation" | [Home Page] | [PDF]
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Yongbiao Gao, Yu Zhang, Xin Geng. "Label Enhancement for Label Distribution Learning via Prior Knowledge" | [Home Page] | [PDF]
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Jie Wen, Zheng Zhang, Yong Xu, Bob Zhang, Lunke Fei, Guo-Sen Xie. "CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network" | [Home Page] | [PDF]
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Zhiwei Zhang, Shifeng Chen, Lei Sun. "P-KDGAN: Progressive Knowledge Distillation with GANs for One-class Novelty Detection" | [Home Page] | [PDF]
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Jiankai Sun, Jie Zhao, Huan Sun, Srinivasan Parthasarathy. "EndCold: An End-to-End Framework for Cold Question Routing in Community Question Answering Services" | [Home Page] | [PDF]
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Yucheng Zhao, Chong Luo, Zheng-Jun Zha, Wenjun Zeng. "Multi-Scale Group Transformer for Long Sequence Modeling in Speech Separation" | [Home Page] | [PDF]
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Beitong Zhou, Jun Liu, Weigao Sun, Ruijuan Chen, Claire Tomlin, Ye Yuan. "pbSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization" | [Home Page] | [PDF]
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Jinghui Chen, Dongruo Zhou, Yiqi Tang, Ziyan Yang, Yuan Cao, Quanquan Gu. "Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks" | [Home Page] | [PDF]
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Qinghua Ding, Kaiwen Zhou, James Cheng. "Tight Convergence Rate of Gradient Descent for Eigenvalue Computation" | [Home Page] | [PDF]
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Yuan Zhuang, Zhenguang Liu, Peng Qian, Qi Liu, Xiang Wang, Qinming He. "Smart Contract Vulnerability Detection using Graph Neural Network" | [Home Page] | [PDF]
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Danbing Zou, Qikui Zhu, Pingkun Yan. "Unsupervised Domain Adaptation with Dual-Scheme Fusion Network for Medical Image Segmentation" | [Home Page] | [PDF]
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Tanli Zuo, Yukun Qiu, Wei-Shi Zheng. "Neighbor Combinatorial Attention for Critical Structure Mining" | [Home Page] | [PDF]
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Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail. "Inferring Degrees from Incomplete Networks and Nonlinear Dynamics" | [Home Page] | [PDF]
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Penghao Sun, Zehua Guo, Junchao Wang, Junfei Li, Julong Lan, Yuxiang Hu. "DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling" | [Home Page] | [PDF]
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Dongxiao He, Lu Zhai, Zhigang Li, Di Jin, Liang Yang, Yuxiao Huang, Philip S. Yu. "Adversarial Mutual Information Learning for Network Embedding" | [Home Page] | [PDF]
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Kazuhiko Shinoda, Hirotaka Kaji, Masashi Sugiyama. "Binary Classification from Positive Data with Skewed Confidence" | [Home Page] | [PDF]
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Thanh Vu, Dat Quoc Nguyen, Anthony Nguyen. "A Label Attention Model for ICD Coding from Clinical Text" | [Home Page] | [PDF]
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Ainaz Hajimoradlou, Gioachino Roberti, David Poole. "Predicting Landslides Using Locally Aligned Convolutional Neural Networks" | [Home Page] | [PDF]
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Sebastian Schmoll, Matthias Schubert. "Semi-Markov Reinforcement Learning for Stochastic Resource Collection" | [Home Page] | [PDF]
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Yudong Luo, Oliver Schulte, Pascal Poupart. "Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players" | [Home Page] | [PDF]
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Govind Sharma, Prasanna Patil, M. Narasimha Murty. "C3MM: Clique-Closure based Hyperlink Prediction" | [Home Page] | [PDF]
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Yuanrui Dong, Peng Zhao, Hanqiao Yu, Cong Zhao, Shusen Yang. "CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning" | [Home Page] | [PDF]
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Honglu Zhou, Shuyuan Xu, Zuohui Fu, Gerard de Melo, Yongfeng Zhang, Mubbasir Kapadia. "HID: Hierarchical Multiscale Representation Learning for Information Diffusion" | [Home Page] | [PDF]
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Quan Yuan, Jun Chen, Chao Lu, Haifeng Huang. "The Graph-based Mutual Attentive Network for Automatic Diagnosis" | [Home Page] | [PDF]
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Ke Li, Lisi Chen, Shuo Shang. "Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips" | [Home Page] | [PDF]
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Ke Wang, Xuyan Chen, Ning Chen, Ting Chen. "Automatic Emergency Diagnosis with Knowledge-Based Tree Decoding" | [Home Page] | [PDF]
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Pengyang Wang, Yanjie Fu, Yuanchun Zhou, Kunpeng Liu, Xiaolin Li, Kien Hua. "Exploiting Mutual Information for Substructure-aware Graph Representation Learning" | [Home Page] | [PDF]
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Seyed Iman Mirzadeh, Hassan Ghasemzadeh. "Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems" | [Home Page] | [PDF]
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Zhouxing Su, Shihao Huang, Chungen Li, Zhipeng Lü. "A Two-Stage Matheuristic Algorithm for Classical Inventory Routing Problem" | [Home Page] | [PDF]
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Xiaotian Hao, Junqi Jin, Jianye Hao, Jin Li, Weixun Wang, Yi Ma, Zhenzhe Zheng, Han Li, Jian Xu, Kun Gai. "Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising" | [Home Page] | [PDF]
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Run Wang, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yihao Huang, Jian Wang, Yang Liu. "FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces" | [Home Page] | [PDF]
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Huiyuan Chen, Jing Li. "Learning Data-Driven Drug-Target-Disease Interaction via Neural Tensor Network" | [Home Page] | [PDF]
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Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong. "Why We Go Where We Go: Profiling User Decisions on Choosing POIs" | [Home Page] | [PDF]
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Rong-Cheng Tu, Xian-Ling Mao, Wei Wei. "MLS3RDUH: Deep Unsupervised Hashing via Manifold based Local Semantic Similarity Structure Reconstructing" | [Home Page] | [PDF]
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Sourav Medya, Tiyani Ma, Arlei Silva, Ambuj Singh. "A Game Theoretic Approach For Core Resilience" | [Home Page] | [PDF]
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Ferdinando Fioretto, Lesia Mitridati, Pascal Van Hentenryck. "Differential Privacy for Stackelberg Games" | [Home Page] | [PDF]
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Rui Liu, Huilin Peng, Yong Chen, Dell Zhang. "HyperNews: Simultaneous News Recommendation and Active-Time Prediction via a Double-Task Deep Neural Network" | [Home Page] | [PDF]
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Andrea Piazzoni, Jim Cherian, Martin Slavik, Justin Dauwels. "Modeling Perception Errors towards Robust Decision Making in Autonomous Vehicles" | [Home Page] | [PDF]
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Yunqiu Shao, Jiaxin Mao, Yiqun Liu, Weizhi Ma, Ken Satoh, Min Zhang, Shaoping Ma. "BERT-PLI: Modeling Paragraph-Level Interactions for Legal Case Retrieval" | [Home Page] | [PDF]
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Jinhuan Liu, Xuemeng Song, Zhaochun Ren, Liqiang Nie, Zhaopeng Tu, Jun Ma. "Auxiliary Template-Enhanced Generative Compatibility Modeling" | [Home Page] | [PDF]
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Dongxiao He, Yue Song, Di Jin, Zhiyong Feng, Binbin Zhang, Zhizhi Yu, Weixiong Zhang. "Community-Centric Graph Convolutional Network for Unsupervised Community Detection" | [Home Page] | [PDF]
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Yumin Su, Liang Zhang, Quanyu Dai, Bo Zhang, Jinyao Yan, Dan Wang, Yongjun Bao, Sulong Xu, Yang He, Weipeng Yan. "An Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration" | [Home Page] | [PDF]
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Harry W. H. Wong, Jack P. K. Ma, Donald P. H. Wong, Lucien K. L. Ng, Sherman S. M. Chow. "Learning Model with Error -- Exposing the Hidden Model of BAYHENN" | [Home Page] | [PDF]
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Zhi Li, Bo Wu, Qi Liu, Likang Wu, Hongke Zhao, Tao Mei. "Learning the Compositional Visual Coherence for Complementary Recommendations" | [Home Page] | [PDF]
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Yankai Chen, Jie Zhang, Yixiang Fang, Xin Cao, Irwin King. "Efficient Community Search over Large Directed Graph: An Augmented Index-based Approach" | [Home Page] | [PDF]
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Lu Zhang, Zhu Sun, Jie Zhang, Yu Lei, Chen Li, Ziqing Wu, Horst Kloeden, Felix Klanner. "An Interactive Multi-Task Learning Framework for Next POI Recommendation with Uncertain Check-ins" | [Home Page] | [PDF]
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Aman Abidi, Rui Zhou, Lu Chen, Chengfei Liu. "Pivot-based Maximal Biclique Enumeration" | [Home Page] | [PDF]
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Ziye Zhu, Yun Li, Hanghang Tong, Yu Wang. "CooBa: Cross-project Bug Localization via Adversarial Transfer Learning" | [Home Page] | [PDF]
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Rana Alshaikh, Zied Bouraoui, Steven Schockaert. "Hierarchical Linear Disentanglement of Data-Driven Conceptual Spaces" | [Home Page] | [PDF]
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Qian Liu, Bei Chen, Jiaqi Guo, Jian-Guang Lou, Bin Zhou, Dongmei Zhang. "How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context" | [Home Page] | [PDF]
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Guanhua Chen, Yun Chen, Yong Wang, Victor O.K. Li. "Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation" | [Home Page] | [PDF]
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Zhiwei Yang, Hechang Chen, Jiawei Zhang, Jing Ma, Yi Chang. "Attention-based Multi-level Feature Fusion for Named Entity Recognition" | [Home Page] | [PDF]
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Hengyi Cai, Hongshen Chen, Yonghao Song, Xiaofang Zhao, Dawei Yin. "Exemplar Guided Neural Dialogue Generation" | [Home Page] | [PDF]
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Jian Liu, Yubo Chen, Jun Zhao. "Knowledge Enhanced Event Causality Identification with Mention Masking Generalizations" | [Home Page] | [PDF]
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Jiale Han, Bo Cheng, Xu Wang. "Two-Phase Hypergraph Based Reasoning with Dynamic Relations for Multi-Hop KBQA" | [Home Page] | [PDF]
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Jian Liu, Leyang Cui, Hanmeng Liu, Dandan Huang, Yile Wang, Yue Zhang. "LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning" | [Home Page] | [PDF]
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Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme. "Guided Generation of Cause and Effect" | [Home Page] | [PDF]
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Shifeng Li, Shi Feng, Daling Wang, Kaisong Song, Yifei Zhang, Weichao Wang. "EmoElicitor: An Open Domain Response Generation Model with User Emotional Reaction Awareness" | [Home Page] | [PDF]
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Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang. "RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task" | [Home Page] | [PDF]
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Zhijiang Guo, Guoshun Nan, Wei LU, Shay B. Cohen. "Learning Latent Forests for Medical Relation Extraction" | [Home Page] | [PDF]
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Hao Nie, Xianpei Han, Le Sun, Chi Man Wong, Qiang Chen, Suhui Wu, Wei Zhang. "Global Structure and Local Semantics-Preserved Embeddings for Entity Alignment" | [Home Page] | [PDF]
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Cheng Fu, Xianpei Han, Jiaming He, Le Sun. "Hierarchical Matching Network for Heterogeneous Entity Resolution" | [Home Page] | [PDF]
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Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan. "Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model" | [Home Page] | [PDF]
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Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Wei Wu. "Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning" | [Home Page] | [PDF]
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Weijing Huang, Xianfeng Liao, Zhiqiang Xie, Jiang Qian, Bojin Zhuang, Shaojun Wang, Jing Xiao. "Generating Reasonable Legal Text through the Combination of Language Modeling and Question Answering" | [Home Page] | [PDF]
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Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu. "Modeling Voting for System Combination in Machine Translation" | [Home Page] | [PDF]
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Xin Lian, Kshitij Jain, Jakub Truszkowski, Pascal Poupart, Yaoliang Yu. "Unsupervised Multilingual Alignment using Wasserstein Barycenter" | [Home Page] | [PDF]
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Conghui Tan, Di Jiang, Jinhua Peng, Xueyang Wu, Qian Xu, Qiang Yang. "A De Novo Divide-and-Merge Paradigm for Acoustic Model Optimization in Automatic Speech Recognition" | [Home Page] | [PDF]
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Tanya Chowdhury, Sachin Kumar, Tanmoy Chakraborty. "Neural Abstractive Summarization with Structural Attention" | [Home Page] | [PDF]
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Zechang Li, Yuxuan Lai, Yansong Feng, Dongyan Zhao. "Domain Adaptation for Semantic Parsing" | [Home Page] | [PDF]
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Yimeng Chen, Yanyan Lan, Ruinbin Xiong, Liang Pang, Zhiming Ma, Xueqi Cheng. "Evaluating Natural Language Generation via Unbalanced Optimal Transport" | [Home Page] | [PDF]
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Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin. "Modeling Topical Relevance for Multi-Turn Dialogue Generation" | [Home Page] | [PDF]
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Hyeongju Kim, Hyeonseung Lee, Woo Hyun Kang, Hyung Yong Kim, Nam Soo Kim. "Robust Front-End for Multi-Channel ASR using Flow-Based Density Estimation" | [Home Page] | [PDF]
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Yongrui Chen, Huiying Li, Yuncheng Hua, Guilin Qi. "Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base" | [Home Page] | [PDF]
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Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu. "Towards Fully 8-bit Integer Inference for the Transformer Model" | [Home Page] | [PDF]
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Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou, Zhonghai Wu. "TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact" | [Home Page] | [PDF]
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Yang Bai, Ziran Li, Ning Ding, Ying Shen, Hai-Tao Zheng. "Infobox-to-text Generation with Tree-like Planning based Attention Network" | [Home Page] | [PDF]
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Ziran Li, Zibo Lin, Ning Ding, Hai-Tao Zheng, Ying Shen. "Triple-to-Text Generation with an Anchor-to-Prototype Framework" | [Home Page] | [PDF]
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Jie Liu, Shaowei Chen, Bingquan Wang, Jiaxin Zhang, Na Li, Tong Xu. "Attention as Relation: Learning Supervised Multi-head Self-Attention for Relation Extraction" | [Home Page] | [PDF]
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Xin Liu, Kai Liu, Xiang Li, Jinsong Su, Yubin Ge, Bin Wang, Jiebo Luo. "An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension" | [Home Page] | [PDF]
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Xiaoyuan Yi, Zhenghao Liu, Wenhao Li, Maosong Sun. "Text Style Transfer via Learning Style Instance Supported Latent Space" | [Home Page] | [PDF]
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Haoyu Zhang, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie, Fei Huang, Ji Wang. "Learning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling" | [Home Page] | [PDF]
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Chuanxin Tang, Chong Luo, Zhiyuan Zhao, Wenxuan Xie, Wenjun Zeng. "Joint Time-Frequency and Time Domain Learning for Speech Enhancement" | [Home Page] | [PDF]
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Makoto Nakatsuji, Sohei Okui. "Answer Generation through Unified Memories over Multiple Passages" | [Home Page] | [PDF]
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Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang. "On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification" | [Home Page] | [PDF]
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Edoardo Barba, Luigi Procopio, Niccolò Campolungo, Tommaso Pasini, Roberto Navigli. "MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation" | [Home Page] | [PDF]
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Qingkai Min, Libo Qin, Zhiyang Teng, Xiao Liu, Yue Zhang. "Dialogue State Induction Using Neural Latent Variable Models" | [Home Page] | [PDF]
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Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che. "CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP" | [Home Page] | [PDF]
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Jinglin Liu, Yi Ren, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu. "Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation" | [Home Page] | [PDF]
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Hui Liu, Zhan Shi, Jia-Chen Gu, Quan Liu, Si Wei, Xiaodan Zhu. "End-to-End Transition-Based Online Dialogue Disentanglement" | [Home Page] | [PDF]
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Wei Song, Ziyao Song, Lizhen Liu, Ruiji Fu. "Hierarchical Multi-task Learning for Organization Evaluation of Argumentative Student Essays" | [Home Page] | [PDF]
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Peter Clark, Oyvind Tafjord, Kyle Richardson. "Transformers as Soft Reasoners over Language" | [Home Page] | [PDF]
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Kaitao Song, Xu Tan, Jianfeng Lu. "Neural Machine Translation with Error Correction" | [Home Page] | [PDF]
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Haochen Shi, Siliang Tang, Xiaotao Gu, Bo Chen, Zhigang Chen, Jian Shao, Xiang Ren. "Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training" | [Home Page] | [PDF]
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Zeyun Tang, Yongliang Shen, Xinyin Ma, Wei Xu, Jiale Yu, Weiming Lu. "Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network" | [Home Page] | [PDF]
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Antoine Gourru, Julien Velcin, Julien Jacques. "Gaussian Embedding of Linked Documents from a Pretrained Semantic Space" | [Home Page] | [PDF]
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Tianming Wang, Xiaojun Wan, Shaowei Yao. "Better AMR-To-Text Generation with Graph Structure Reconstruction" | [Home Page] | [PDF]
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Qianhui Wu, Zijia Lin, Börje F. Karlsson, Biqing Huang, Jian-Guang Lou. "UniTrans : Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data" | [Home Page] | [PDF]
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Hongfei Xu, Deyi Xiong, Josef van Genabith, Qiuhui Liu. "Efficient Context-Aware Neural Machine Translation with Layer-Wise Weighting and Input-Aware Gating" | [Home Page] | [PDF]
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Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che. "Enhancing Dialog Coherence with Event Graph Grounded Content Planning" | [Home Page] | [PDF]
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Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li. "Asking Effective and Diverse Questions: A Machine Reading Comprehension based Framework for Joint Entity-Relation Extraction" | [Home Page] | [PDF]
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Mingtong Liu, Erguang Yang, Deyi Xiong, Yujie Zhang, Chen Sheng, Changjian Hu, Jinan Xu, Yufeng Chen. "Exploring Bilingual Parallel Corpora for Syntactically Controllable Paraphrase Generation" | [Home Page] | [PDF]
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Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian. "A Structured Latent Variable Recurrent Network With Stochastic Attention For Generating Weibo Comments" | [Home Page] | [PDF]
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Yi Yang, Hongan Wang, Jiaqi Zhu, Yunkun Wu, Kailong Jiang, Wenli Guo, Wandong Shi. "Dataless Short Text Classification Based on Biterm Topic Model and Word Embeddings" | [Home Page] | [PDF]
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Tao Gui, Jiacheng Ye, Qi Zhang, Yaqian Zhou, Yeyun Gong, Xuanjing Huang. "Leveraging Document-Level Label Consistency for Named Entity Recognition" | [Home Page] | [PDF]
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Zaixiang Zheng, Xiang Yue, Shujian Huang, Jiajun Chen, Alexandra Birch. "Towards Making the Most of Context in Neural Machine Translation" | [Home Page] | [PDF]
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Chengkun Zhang, Junbin Gao. "Hype-HAN: Hyperbolic Hierarchical Attention Network for Semantic Embedding" | [Home Page] | [PDF]
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Dongling Xiao, Han Zhang, Yukun Li, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang. "ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation" | [Home Page] | [PDF]
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Hongming Zhang, Daniel Khashabi, Yangqiu Song, Dan Roth. "TransOMCS: From Linguistic Graphs to Commonsense Knowledge" | [Home Page] | [PDF]
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Jipeng Zhang, Roy Ka-Wei Lee, Ee-Peng Lim, Wei Qin, Lei Wang, Jie Shao, Qianru Sun. "Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem" | [Home Page] | [PDF]
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Congzheng Song, Shanghang Zhang, Najmeh Sadoughi, Pengtao Xie, Eric Xing. "Generalized Zero-Shot Text Classification for ICD Coding" | [Home Page] | [PDF]
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Linshu Ouyang, Yongzheng Zhang, Hui Liu, Yige Chen, Yipeng Wang. "Gated POS-Level Language Model for Authorship Verification" | [Home Page] | [PDF]
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Shan Zhao, Minghao Hu, Zhiping Cai, Fang Liu. "Modeling Dense Cross-Modal Interactions for Joint Entity-Relation Extraction" | [Home Page] | [PDF]
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Yang Zhao, Jiajun Zhang, Yu Zhou, Chengqing Zong. "Knowledge Graphs Enhanced Neural Machine Translation" | [Home Page] | [PDF]
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Yu Zhang, Houquan Zhou, Zhenghua Li. "Fast and Accurate Neural CRF Constituency Parsing" | [Home Page] | [PDF]
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Yue Yuan, Xiaofei Zhou, Shirui Pan, Qiannan Zhu, Zeliang Song, Li Guo. "A Relation-Specific Attention Network for Joint Entity and Relation Extraction" | [Home Page] | [PDF]
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Dor Atzmon, Jiaoyang Li, Ariel Felner, Eliran Nachmani, Shahaf Shperberg, Nathan Sturtevant, Sven Koenig. "Multi-Directional Heuristic Search" | [Home Page] | [PDF]
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George Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez. "Steady-State Policy Synthesis in Multichain Markov Decision Processes" | [Home Page] | [PDF]
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Daniel Höller, Pascal Bercher, Gregor Behnke. "Delete- and Ordering-Relaxation Heuristics for HTN Planning" | [Home Page] | [PDF]
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Eli Boyarski, Ariel Felner, Daniel Harabor, Peter J. Stuckey, Liron Cohen, Jiaoyang Li, Sven Koenig. "Iterative-Deepening Conflict-Based Search" | [Home Page] | [PDF]
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Rebecca Eifler, Marcel Steinmetz, Álvaro Torralba, Jörg Hoffmann. "Plan-Space Explanation via Plan-Property Dependencies: Faster Algorithms & More Powerful Properties" | [Home Page] | [PDF]
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Ryo Kuroiwa, Alex Fukunaga. "Front-to-Front Heuristic Search for Satisficing Classical Planning" | [Home Page] | [PDF]
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Shant Boodaghians, Federico Fusco, Stefano Leonardi, Yishay Mansour, Ruta Mehta. "Online Revenue Maximization for Server Pricing" | [Home Page] | [PDF]
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Marnix Suilen, Nils Jansen, Murat Cubuktepe, Ufuk Topcu. "Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization" | [Home Page] | [PDF]
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Steven Carr, Nils Jansen, Ufuk Topcu. "Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints" | [Home Page] | [PDF]
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Francesco Leofante, Enrico Giunchiglia, Erika Ábráham, Armando Tacchella. "Optimal Planning Modulo Theories" | [Home Page] | [PDF]
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Michael H. Lim, Claire Tomlin, Zachary N. Sunberg. "Sparse Tree Search Optimality Guarantees in POMDPs with Continuous Observation Spaces" | [Home Page] | [PDF]
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Max Waters, Lin Padgham, Sebastian Sardina. "Optimising Partial-Order Plans Via Action Reinstantiation" | [Home Page] | [PDF]
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Silvan Sievers, Florian Pommerening, Thomas Keller, Malte Helmert. "Cost-Partitioned Merge-and-Shrink Heuristics for Optimal Classical Planning" | [Home Page] | [PDF]
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Andrés Occhipinti Liberman, Rasmus Kræmmer Rendsvig. "Decidability Results in First-Order Epistemic Planning" | [Home Page] | [PDF]
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Michael Saint-Guillain, Tiago Stegun Vaquero, Jagriti Agrawal, Steve Chien. "Robustness Computation of Dynamic Controllability in Probabilistic Temporal Networks with Ordinary Distributions" | [Home Page] | [PDF]
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Shahaf Shperberg, Andrew Coles, Erez Karpas, Eyal Shimony, Wheeler Ruml. "Trading Plan Cost for Timeliness in Situated Temporal Planning" | [Home Page] | [PDF]
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Florent Teichteil-Königsbuch, Miquel Ramirez, Nir Lipovetzky. "Boundary Extension Features for Width-Based Planning with Simulators on Continuous-State Domains" | [Home Page] | [PDF]
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Yunbo Wang, Bo Liu, Jiajun Wu, Yuke Zhu, Simon S. Du, Li Fei-Fei, Joshua B. Tenenbaum. "DualSMC: Tunneling Differentiable Filtering and Planning under Continuous POMDPs" | [Home Page] | [PDF]
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Yifan Xu, Pan Xu. "Trade the System Efficiency for the Income Equality of Drivers in Rideshare" | [Home Page] | [PDF]
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Yifan Xu, Pan Xu, Jianping Pan, Jun Tao. "A Unified Model for the Two-stage Offline-then-Online Resource Allocation" | [Home Page] | [PDF]
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Jan Buermann, Jie Zhang. "Multi-Robot Adversarial Patrolling Strategies via Lattice Paths" | [Home Page] | [PDF]
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Jing Liang, Utsav Patel, Adarsh Jagan Sathyamoorthy, Dinesh Manocha. "Crowd-Steer: Realtime Smooth and Collision-Free Robot Navigation in Densely Crowded Scenarios Trained using High-Fidelity Simulation" | [Home Page] | [PDF]
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Bojie Shen, Muhammad Aamir Cheema, Daniel Harabor, Peter J. Stuckey. "Euclidean Pathfinding with Compressed Path Databases" | [Home Page] | [PDF]
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Yuqiao Chen, Yibo Yang, Sriraam Natarajan, Nicholas Ruozzi. "Lifted Hybrid Variational Inference" | [Home Page] | [PDF]
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Niels Grüttemeier, Christian Komusiewicz. "Learning Bayesian Networks Under Sparsity Constraints: A Parameterized Complexity Analysis" | [Home Page] | [PDF]
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Timothy van Bremen, Ondrej Kuzelka. "Approximate Weighted First-Order Model Counting: Exploiting Fast Approximate Model Counters and Symmetry" | [Home Page] | [PDF]
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Cheng Chen, Luo Luo, Weinan Zhang, Yong Yu, Yijiang Lian. "Efficient and Robust High-Dimensional Linear Contextual Bandits" | [Home Page] | [PDF]
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Kalev Kask, Bobak Pezeshki, Filjor Broka, Alexander Ihler, Rina Dechter. "Scaling Up AND/OR Abstraction Sampling" | [Home Page] | [PDF]
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Haifeng Qian. "Neural Belief Reasoner" | [Home Page] | [PDF]
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Manfred Jaeger, Oliver Schulte. "A Complete Characterization of Projectivity for Statistical Relational Models" | [Home Page] | [PDF]
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Debarun Bhattacharjya, Dharmashankar Subramanian, Tian Gao. "State Variable Effects in Graphical Event Models" | [Home Page] | [PDF]
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Luca Romeo, Giuseppe Armentano, Antonio Nicolucci, Marco Vespasiani, Giacomo Vespasiani, Emanuele Frontoni. "A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study" | [Home Page] | [PDF]
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Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller. "Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks" | [Home Page] | [PDF]
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Junwen Bai, Shufeng Kong, Carla Gomes. "Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model" | [Home Page] | [PDF]
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Hau Chan, Long Tran-Thanh, Vignesh Viswanathan. "Fighting Wildfires under Uncertainty - A Sequential Resource Allocation Approach" | [Home Page] | [PDF]
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Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Qing Li, Xiaodong Yang. "Bridging Cross-Tasks Gap for Cognitive Assessment via Fine-Grained Domain Adaptation" | [Home Page] | [PDF]
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Pramith Devulapalli, Bistra Dilkina, Yexiang Xue. "Embedding Conjugate Gradient in Learning Random Walks for Landscape Connectivity Modeling in Conservation" | [Home Page] | [PDF]
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Zhengcong Fei. "Improving Tandem Mass Spectra Analysis with Hierarchical Learning" | [Home Page] | [PDF]
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Chung-Kyun Han, Shih-Fen Cheng. "An Exact Single-Agent Task Selection Algorithm for the Crowdsourced Logistics" | [Home Page] | [PDF]
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Chao Huang, Chuxu Zhang, Peng Dai, Liefeng Bo. "Cross-Interaction Hierarchical Attention Networks for Urban Anomaly Prediction" | [Home Page] | [PDF]
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Ashiqur R. KhudaBukhsh, Shriphani Palakodety, Jaime G. Carbonell. "Harnessing Code Switching to Transcend the Linguistic Barrier" | [Home Page] | [PDF]
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Shufeng Kong, Junwen Bai, Jae Hee Lee, Di Chen, Andrew Allyn, Michelle Stuart, Malin Pinsky, Katherine Mills, Carla Gomes. "Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation" | [Home Page] | [PDF]
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Kehinde Owoeye. "Forecasting Avian Migration Patterns using a Deep Bidirectional RNN Augmented with an Auxiliary Task" | [Home Page] | [PDF]
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Amulya Yadav, Roopali Singh, Nikolas Siapoutis, Anamika Barman-Adhikari, Yu Liang. "Optimal and Non-Discriminative Rehabilitation Program Design for Opioid Addiction Among Homeless Youth" | [Home Page] | [PDF]
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Budhitama Subagdja, Han Yi Tay, Ah-Hwee Tan. "Who Am I?: Towards Social Self-Awareness for Intelligent Agents" | [Home Page] | [PDF]
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Qingsong Xie, Shikui Tu, Guoxing Wang, Yong Lian, Lei Xu. "Discrete Biorthogonal Wavelet Transform Based Convolutional Neural Network for Atrial Fibrillation Diagnosis from Electrocardiogram" | [Home Page] | [PDF]
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Kumar Ayush, Burak Uzkent, Marshall Burke, David Lobell, Stefano Ermon. "Generating Interpretable Poverty Maps using Object Detection in Satellite Images" | [Home Page] | [PDF]
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Connor Riley, Pascal van Hentenryck, Enpeng Yuan. "Real-Time Dispatching of Large-Scale Ride-Sharing Systems: Integrating Optimization, Machine Learning, and Model Predictive Control" | [Home Page] | [PDF]
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Feng Zhang, Ningxuan Feng, Yani Liu, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiaoyong Du. "PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction" | [Home Page] | [PDF]
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Mingyang Zhang, Tong Li, Yong Li, Pan Hui. "Multi-View Joint Graph Representation Learning for Urban Region Embedding" | [Home Page] | [PDF]
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Cuneyt G. Akcora, Yitao Li, Yulia R. Gel, Murat Kantarcioglu. "BitcoinHeist: Topological Data Analysis for Ransomware Prediction on the Bitcoin Blockchain" | [Home Page] | [PDF]
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Honglei Guo, Bang An, Zhili Guo, Zhong Su. "Deep Semantic Compliance Advisor for Unstructured Document Compliance Checking" | [Home Page] | [PDF]
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Lu Bai, Lixin Cui, Yue Wang, Yuhang Jiao, Edwin R. Hancock. "A Quantum-inspired Entropic Kernel for Multiple Financial Time Series Analysis" | [Home Page] | [PDF]
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Yueyang Zhong, YeeMan Bergstrom, Amy Ward. "Data-Driven Market-Making via Model-Free Learning" | [Home Page] | [PDF]
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Xia Cai. "Vector Autoregressive Weighting Reversion Strategy for Online Portfolio Selection" | [Home Page] | [PDF]
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Di Chen, Yada Zhu, Xiaodong Cui, Carla Gomes. "Task-Based Learning via Task-Oriented Prediction Network with Applications in Finance" | [Home Page] | [PDF]
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Dawei Cheng, Xiaoyang Wang, Ying Zhang, Liqing Zhang. "Risk Guarantee Prediction in Networked-Loans" | [Home Page] | [PDF]
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Xin Liang, Dawei Cheng, Fangzhou Yang, Yifeng Luo, Weining Qian, Aoying Zhou. "F-HMTC: Detecting Financial Events for Investment Decisions Based on Neural Hierarchical Multi-Label Text Classification" | [Home Page] | [PDF]
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Yimu Ji, Weiheng Gu, Fei Chen, Xiaoying Xiao, Jing Sun, Shangdong Liu, Jing He, Yunyao Li, Kaixiang Zhang, Fen Mei, Fei Wu. "SEBF: A Single-Chain based Extension Model of Blockchain for Fintech" | [Home Page] | [PDF]
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Weili Chen, Xiongfeng Guo, Zhiguang Chen, Zibin Zheng, Yutong Lu. "Phishing Scam Detection on Ethereum: Towards Financial Security for Blockchain Ecosystem" | [Home Page] | [PDF]
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Zhuang Liu, Degen Huang, Kaiyu Huang, Zhuang Li, Jun Zhao. "FinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining" | [Home Page] | [PDF]
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Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang. "MAPS: Multi-Agent reinforcement learning-based Portfolio management System." | [Home Page] | [PDF]
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Xin Huang, Duan Li. "A Two-level Reinforcement Learning Algorithm for Ambiguous Mean-variance Portfolio Selection Problem" | [Home Page] | [PDF]
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Ruocheng Guo, Jundong Li, Yichuan Li, K. Selçuk Candan, Adrienne Raglin, Huan Liu. "IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data" | [Home Page] | [PDF]
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Wei Li, Ruihan Bao, Keiko Harimoto, Deli Chen, Jingjing Xu, Qi Su. "Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction" | [Home Page] | [PDF]
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Siyu Lin, Peter A. Beling. "An End-to-End Optimal Trade Execution Framework based on Proximal Policy Optimization" | [Home Page] | [PDF]
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Guang Liu, Yuzhao Mao, Qi Sun, Hailong Huang, Weiguo Gao, Xuan Li, Jianping Shen, Ruifan Li, Xiaojie Wang. "Multi-scale Two-way Deep Neural Network for Stock Trend Prediction" | [Home Page] | [PDF]
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Kei Nakagawa, Shuhei Noma, Masaya Abe. "RM-CVaR: Regularized Multiple β-CVaR Portfolio" | [Home Page] | [PDF]
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Michael Poli, Jinkyoo Park, Ilija Ilievski. "WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series" | [Home Page] | [PDF]
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Zhen Ye, Yu Qin, Wei Xu. "Financial Risk Prediction with Multi-Round Q&A Attention Network" | [Home Page] | [PDF]
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Lorenzo Bisi, Luca Sabbioni, Edoardo Vittori, Matteo Papini, Marcello Restelli. "Risk-Averse Trust Region Optimization for Reward-Volatility Reduction" | [Home Page] | [PDF]
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Thomas Spooner, Rahul Savani. "Robust Market Making via Adversarial Reinforcement Learning" | [Home Page] | [PDF]
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Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos. "``The Squawk Bot'': Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering" | [Home Page] | [PDF]
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Naman Goel, Cyril van Schreven, Aris Filos-Ratsikas, Boi Faltings. "Infochain: A Decentralized, Trustless and Transparent Oracle on Blockchain" | [Home Page] | [PDF]
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Cheng WANG. "The Behavioral Sign of Account Theft: Realizing Online Payment Fraud Alert" | [Home Page] | [PDF]
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Chi Seng Pun, Lei Wang, Hoi Ying Wong. "Financial Thought Experiment: A GAN-based Approach to Vast Robust Portfolio Selection" | [Home Page] | [PDF]
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Xintong Wang, Michael P. Wellman. "Market Manipulation: An Adversarial Learning Framework for Detection and Evasion" | [Home Page] | [PDF]
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Zihao Wang, Jia Liu, Hengbin Cui, Chunxiang Jin, Minghui Yang, Yafang Wang, Xiaolong Li, Renxin Mao. "Two-stage Behavior Cloning for Spoken Dialogue System in Debt Collection" | [Home Page] | [PDF]
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Qianggang Ding, Sifan Wu, Hao Sun, Jiadong Guo, Jian Guo. "Hierarchical Multi-Scale Gaussian Transformer for Stock Movement Prediction" | [Home Page] | [PDF]
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Ke Xu, Yifan Zhang, Deheng Ye, Peilin Zhao, Mingkui Tan. "Relation-Aware Transformer for Portfolio Policy Learning" | [Home Page] | [PDF]
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Wenbo Zheng, Lan Yan, Chao Gou, Fei-Yue Wang. "Federated Meta-Learning for Fraudulent Credit Card Detection" | [Home Page] | [PDF]
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Shuo Yang, Zhiqiang Zhang, Jun Zhou, Yang Wang, Wang Sun, Xingyu Zhong, Yanming Fang, Quan Yu, Yuan Qi. "Financial Risk Analysis for SMEs with Graph-based Supply Chain Mining" | [Home Page] | [PDF]
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Quanzhi Li, Qiong Zhang. "A Unified Model for Financial Event Classification, Detection and Summarization" | [Home Page] | [PDF]
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Shuoyao Wang, Diwei Zhu. "Interpretable Multimodal Learning for Intelligent Regulation in Online Payment Systems" | [Home Page] | [PDF]
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Mengying Zhu, Xiaolin Zheng, Yan Wang, Qianqiao Liang, Wenfang Zhang. "Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit" | [Home Page] | [PDF]
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Guojing Zhou, Hamoon Azizsoltani, Markel Sanz Ausin, Tiffany Barnes, Min Chi. "Hierarchical Reinforcement Learning for Pedagogical Policy Induction (Extended Abstract)" | [Home Page] | [PDF]
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Tom Decroos, Lotte Bransen, Jan Van Haaren, Jesse Davis. "VAEP: An Objective Approach to Valuing On-the-Ball Actions in Soccer (Extended Abstract)" | [Home Page] | [PDF]
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Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu. "Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification (Extended Abstract)" | [Home Page] | [PDF]
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Maurizio Ferrari Dacrema, Paolo Cremonesi, Dietmar Jannach. "Methodological Issues in Recommender Systems Research (Extended Abstract)" | [Home Page] | [PDF]
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Giuseppe Cuccu, Julian Togelius, Philippe Cudré-Mauroux. "Playing Atari with Six Neurons (Extended Abstract)" | [Home Page] | [PDF]
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Giovanni Amendola, Carmine Dodaro, Marco Maratea. "A Formal Approach for Cautious Reasoning in Answer Set Programming (Extended Abstract)" | [Home Page] | [PDF]
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Pedro Cabalar, Jorge Fandinno, Luis Fariñas del Cerro. "On the Splitting Property for Epistemic Logic Programs (Extended Abstract)" | [Home Page] | [PDF]
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Dylan J. Foster, Vasilis Syrgkanis. "Statistical Learning with a Nuisance Component (Extended Abstract)" | [Home Page] | [PDF]
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Hai Huang, Fabien Gandon. "Learning URI Selection Criteria to Improve the Crawling of Linked Open Data (Extended Abstract)" | [Home Page] | [PDF]
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Yelena Mejova, Kyriaki Kalimeri. "Human Values and Digital Patterns in Physical Exercise (Extended Abstract)" | [Home Page] | [PDF]
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Eoin M. Kenny, Elodie Ruelle, Anne Geoghegan, Laurence Shalloo, Micheál O'Leary, Michael O'Donovan, Mohammed Temraz, Mark T. Keane. "Bayesian Case-Exclusion and Personalized Explanations for Sustainable Dairy Farming (Extended Abstract)" | [Home Page] | [PDF]
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Xiang Lisa Li, Jason Eisner. "Specializing Word Embeddings (for Parsing) by Information Bottleneck (Extended Abstract)" | [Home Page] | [PDF]
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Zhichao Lu, Ian Whalen, Yashesh Dhebar, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti. "NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract)" | [Home Page] | [PDF]
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Vikram Mohanty, David Thames, Sneha Mehta, Kurt Luther. "Supporting Historical Photo Identification with Face Recognition and Crowdsourced Human Expertise (Extended Abstract)" | [Home Page] | [PDF]
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Mohan Sridharan, Tiago Mota. "Commonsense Reasoning to Guide Deep Learning for Scene Understanding (Extended Abstract)" | [Home Page] | [PDF]
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Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, Pierre Schaus. "Learning Optimal Decision Trees using Constraint Programming (Extended Abstract)" | [Home Page] | [PDF]
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Florian Pommerening, Gabriele Röger, Malte Helmert, Hadrien Cambazad, Louis-Martin Rousseau, Domenico Salvagnin. "Lagrangian Decomposition for Classical Planning (Extended Abstract)" | [Home Page] | [PDF]
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Shahaf Shperberg, Ariel Felner, Nathan Sturtevant, Eyal Shimony, Avi Hayoun. "Bidirectional Heuristic Search: Expanding Nodes by a Lower Bound" | [Home Page] | [PDF]
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Kuniyuki Takahashi, Jethro Tan. "Deep Visuo-Tactile Learning: Estimation of Tactile Properties from Images (Extended Abstract)" | [Home Page] | [PDF]
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Hernán Vargas, Carlos Buil-Aranda, Aidan Hogan, Claudia López. "A User Interface for Exploring and Querying Knowledge Graphs (Extended Abstract)" | [Home Page] | [PDF]
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Wen Zhang, Yang Feng, Qun Liu. "Bridging the Gap between Training and Inference for Neural Machine Translation (Extended Abstract)" | [Home Page] | [PDF]
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Maroua Bahri, Albert Bifet, Silviu Maniu, Heitor Murilo Gomes. "Survey on Feature Transformation Techniques for Data Streams" | [Home Page] | [PDF]
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Tathagata Chakraborti, Sarath Sreedharan, Subbarao Kambhampati. "The Emerging Landscape of Explainable Automated Planning & Decision Making" | [Home Page] | [PDF]
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Ramya Srinivasan, Ajay Chander. "Explanation Perspectives from the Cognitive Sciences---A Survey" | [Home Page] | [PDF]
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Rémy Portelas, Cédric Colas, Lilian Weng, Katja Hofmann, Pierre-Yves Oudeyer. "Automatic Curriculum Learning For Deep RL: A Short Survey" | [Home Page] | [PDF]
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Giovanni Da San Martino, Stefano Cresci, Alberto Barrón-Cedeño, Seunghak Yu, Roberto Di Pietro, Preslav Nakov. "A Survey on Computational Propaganda Detection" | [Home Page] | [PDF]
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Andrew Cropper, Sebastijan Dumančić, Stephen H. Muggleton. "Turning 30: New Ideas in Inductive Logic Programming" | [Home Page] | [PDF]
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Allegra De Filippo, Michele Lombardi, Michela Milano. "The Blind Men and the Elephant: Integrated Offline/Online Optimization Under Uncertainty" | [Home Page] | [PDF]
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Sarah Keren, Avigdor Gal, Erez Karpas. "Goal Recognition Design - Survey" | [Home Page] | [PDF]
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Shen Gao, Xiuying Chen, Zhaochun Ren, Dongyan Zhao, Rui Yan. "From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information" | [Home Page] | [PDF]
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Yuxiao Dong, Ziniu Hu, Kuansan Wang, Yizhou Sun, Jie Tang. "Heterogeneous Network Representation Learning" | [Home Page] | [PDF]
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Stefan Kramer. "A Brief History of Learning Symbolic Higher-Level Representations from Data (And a Curious Look Forward)" | [Home Page] | [PDF]
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Luís C. Lamb, Artur d’Avila Garcez, Marco Gori, Marcelo O.R. Prates, Pedro H.C. Avelar, Moshe Y. Vardi. "Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective" | [Home Page] | [PDF]
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Jérôme Lang. "Collective Decision Making under Incomplete Knowledge: Possible and Necessary Solutions" | [Home Page] | [PDF]
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Levi H. S. Lelis. "Planning Algorithms for Zero-Sum Games with Exponential Action Spaces: A Unifying Perspective" | [Home Page] | [PDF]
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Joao Marques-Silva, Carlos Mencía. "Reasoning About Inconsistent Formulas" | [Home Page] | [PDF]
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Sandeep Mathias, Diptesh Kanojia, Abhijit Mishra, Pushpak Bhattacharya. "A Survey on Using Gaze Behaviour for Natural Language Processing" | [Home Page] | [PDF]
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Lavindra de Silva, Felipe Meneguzzi, Brian Logan. "BDI Agent Architectures: A Survey" | [Home Page] | [PDF]
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Pauli Miettinen, Stefan Neumann. "Recent Developments in Boolean Matrix Factorization" | [Home Page] | [PDF]
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Arpita Roy, Shimei Pan. "Incorporating Extra Knowledge to Enhance Word Embedding" | [Home Page] | [PDF]
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Tommaso Pasini. "The Knowledge Acquisition Bottleneck Problem in Multilingual Word Sense Disambiguation" | [Home Page] | [PDF]
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Luc de Raedt, Sebastijan Dumančić, Robin Manhaeve, Giuseppe Marra. "From Statistical Relational to Neuro-Symbolic Artificial Intelligence" | [Home Page] | [PDF]
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Ruohan Zhang, Akanksha Saran, Bo Liu, Yifeng Zhu, Sihang Guo, Scott Niekum, Dana Ballard, Mary Hayhoe. "Human Gaze Assisted Artificial Intelligence: A Review" | [Home Page] | [PDF]
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Giuseppe De Giacomo, Antonio Di Stasio, Francesco Fuggitti, Sasha Rubin. "Pure-Past Linear Temporal and Dynamic Logic on Finite Traces" | [Home Page] | [PDF]
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Toby Walsh. "Fair Division: The Computer Scientist’s Perspective" | [Home Page] | [PDF]
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Zheng Wang, Zhixiang Wang, Yinqiang Zheng, Yang Wu, Wenjun Zeng, Shin'ichi Satoh. "Beyond Intra-modality: A Survey of Heterogeneous Person Re-identification" | [Home Page] | [PDF]
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Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Cecile Paris, Surya Nepal, Jian Yang, Philip S Yu. "Deep Learning for Community Detection: Progress, Challenges and Opportunities" | [Home Page] | [PDF]
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Junchi Yan, Shuang Yang, Edwin Hancock. "Learning for Graph Matching and Related Combinatorial Optimization Problems" | [Home Page] | [PDF]
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Sheng Li, Handong Zhao. "A Survey on Representation Learning for User Modeling" | [Home Page] | [PDF]
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Felicidad Aguado, Pedro Cabalar, Jorge Fandinno, David Pearce, Gilberto Pérez, Concepción Vidal. "Forgetting Auxiliary Atoms in Forks (Extended Abstract)" | [Home Page] | [PDF]
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Mohammad Mahdi Amirian, Saeed Shiry Ghidary. "Xeggora: Exploiting Immune-to-Evidence Symmetries with Full Aggregation in Statistical Relational Models (Extended Abstract)" | [Home Page] | [PDF]
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Nelly Barbot, Laurent Miclet, Henri Prade. "Analogy Between Concepts (Extended Abstract)" | [Home Page] | [PDF]
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Omer Ben-Porat, Lital Kuchy, Sharon Hirsch, Guy Elad, Roi Reichart, Moshe Tennenholtz. "Predicting Strategic Behavior from Free Text (Extended Abstract)" | [Home Page] | [PDF]
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Piero A. Bonatti. "Rational Closure For All Description Logics (Extended Abstract)" | [Home Page] | [PDF]
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Jiří Čermák, Viliam Lisý, Branislav Bošanský. "Automated Construction of Bounded-Loss Imperfect-Recall Abstractions in Extensive-Form Games (Extended Abstract)" | [Home Page] | [PDF]
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Martin C. Cooper, Achref El Mouelhi, Cyril Terrioux. "Variable Elimination in Binary CSPs (Extended Abstract)" | [Home Page] | [PDF]
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Yi-Dong Shen, Thomas Eiter. "Determining Inference Semantics for Disjunctive Logic Programs (Extended Abstract)" | [Home Page] | [PDF]
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Oswin Krause, Asja Fischer, Christian Igel. "Algorithms for Estimating the Partition Function of Restricted Boltzmann Machines (Extended Abstract)" | [Home Page] | [PDF]
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James R. Foulds, Mijung Park, Kamalika Chaudhuri, Max Welling. "Variational Bayes in Private Settings (VIPS) (Extended Abstract)" | [Home Page] | [PDF]
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Vincent Francois-Lavet, Guillaume Rabusseau, Joelle Pineau, Damien Ernst, Raphael Fonteneau. "On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability (Extended Abstract)" | [Home Page] | [PDF]
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Patrick Hohenecker, Thomas Lukasiewicz. "Ontology Reasoning with Deep Neural Networks (Extended Abstract)" | [Home Page] | [PDF]
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Dieuwke Hupkes, Verna Dankers, Mathijs Mul, Elia Bruni. "Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract)" | [Home Page] | [PDF]
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O-Joun Lee, Jason J. Jung. "Story Embedding: Learning Distributed Representations of Stories based on Character Networks (Extended Abstract)" | [Home Page] | [PDF]
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Salvador Lucas. "Proving Semantic Properties as First-Order Satisfiability (Extended Abstract)" | [Home Page] | [PDF]
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Pavlos Vougiouklis, Eddy Maddalena, Jonathon Hare, Elena Simperl. "Point at the Triple: Generation of Text Summaries from Knowledge Base Triples (Extended Abstract)" | [Home Page] | [PDF]
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Artuur Leeuwenberg, Marie-Francine Moens. "A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract)" | [Home Page] | [PDF]
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Kedian Mu. "Formulas Free From Inconsistency: An Atom-Centric Characterization in Priest's Minimally Inconsistent LP (Extended Abstract)" | [Home Page] | [PDF]
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Alvaro Perez Diaz, Enrico H. Gerding, Frank McGroarty. "Catching Cheats: Detecting Strategic Manipulation in Distributed Optimisation of Electric Vehicle Aggregators (Extended Abstract)" | [Home Page] | [PDF]
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Gilles Pesant. "From Support Propagation to Belief Propagation in Constraint Programming (Extended Abstract)" | [Home Page] | [PDF]
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Matthew Stephenson, Jochen Renz, Xiaoyu Ge. "The Computational Complexity of Angry Birds (Extended Abstract)" | [Home Page] | [PDF]
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Rodrigo Agerri, German Rigau. "Language Independent Sequence Labelling for Opinion Target Extraction (Extended Abstract)" | [Home Page] | [PDF]
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Zhenisbek Assylbekov, Rustem Takhanov. "Context Vectors Are Reflections of Word Vectors in Half the Dimensions (Extended Abstract)" | [Home Page] | [PDF]
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Pavel Naumov, Jia Tao. "Knowing-How under Uncertainty (Extended Abstract)" | [Home Page] | [PDF]
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Michael C. Thrun, Alfred Ultsch. "Swarm Intelligence for Self-Organized Clustering (Extended Abstract)" | [Home Page] | [PDF]
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Eric Timmons, Brian C. Williams. "Best-first Enumeration Based on Bounding Conflicts, and its Application to Large-scale Hybrid Estimation (Extended Abstract)" | [Home Page] | [PDF]
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Ferdinando Fioretto, Pascal Van Hentenryck. "OptStream: Releasing Time Series Privately (Extended Abstract)" | [Home Page] | [PDF]
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Alice Gao, James Wright, Kevin Leyton-Brown. "Incentivizing Evaluation with Peer Prediction and Limited Access to Ground Truth (Extended Abstract)" | [Home Page] | [PDF]
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Dianmu Zhang, Blake Hannaford. "IKBT: Solving Symbolic Inverse Kinematics with Behavior Tree (Extended Abstract)" | [Home Page] | [PDF]
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Mingming Gong. "Bridging Causality and Learning: How Do They Benefit from Each Other?" | [Home Page] | [PDF]
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Alexey Ignatiev. "Towards Trustable Explainable AI" | [Home Page] | [PDF]
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Rivka Levitan. "Developing an Integrated Model of Speech Entrainment" | [Home Page] | [PDF]
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Risheng Liu. "Optimization Learning: Perspective, Method, and Applications" | [Home Page] | [PDF]
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Nicholas Mattei. "Closing the Loop: Bringing Humans into Empirical Computational Social Choice and Preference Reasoning" | [Home Page] | [PDF]
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Taiki Todo. "Mechanism Design with Uncertainty" | [Home Page] | [PDF]
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Lijun Zhang. "Online Learning in Changing Environments" | [Home Page] | [PDF]
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Mark Zolotas, Yiannis Demiris. "Transparent Intent for Explainable Shared Control in Assistive Robotics" | [Home Page] | [PDF]
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Nicolas Bougie, Ryutaro Ichise. "Towards High-Level Intrinsic Exploration in Reinforcement Learning" | [Home Page] | [PDF]
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Ya-nan Han, Jian-wei Liu, Xiong-lin Luo. "An Improved Latent Low Rank Representation for Automatic Subspace Clustering" | [Home Page] | [PDF]
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Shiwei Liu. "Learning Sparse Neural Networks for Better Generalization" | [Home Page] | [PDF]
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Xinghao Yang, Wei Liu. "Population Location and Movement Estimation through Cross-domain Data Analysis" | [Home Page] | [PDF]
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Guillaume Lorthioir, Katsumi Inoue. "Design Adaptive AI for RTS Game by Learning Player's Build Order" | [Home Page] | [PDF]
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Amith Manoharan. "Strategies for Cooperative UAVs Using Model Predictive Control" | [Home Page] | [PDF]
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Bonaventure C. Molokwu, Ziad Kobti. "Social Network Analysis using RLVECN: Representation Learning via Knowledge-Graph Embeddings and Convolutional Neural-Network" | [Home Page] | [PDF]
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Zarmeen Nasim. "On Building an Interpretable Topic Modeling Approach for the Urdu Language" | [Home Page] | [PDF]
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Nat Pavasant, Masayuki Numao, Ken-ichi Fukui. "Spatio-Temporal Change Detection Using Granger Sequence Pattern" | [Home Page] | [PDF]
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Wenqi Zhao, Satoshi Oyama, Masahito Kurihara. "Generating Natural Counterfactual Visual Explanations" | [Home Page] | [PDF]
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Ramon Ruiz-Dolz. "Towards an Artificial Argumentation System" | [Home Page] | [PDF]
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Kyungwoo Song. "Context Aware Sequence Modeling" | [Home Page] | [PDF]
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Julissa Villanueva Llerena. "Predictive Uncertainty Estimation for Tractable Deep Probabilistic Models" | [Home Page] | [PDF]
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Jennifer Williams. "End-to-End Signal Factorization for Speech: Identity, Content, and Style" | [Home Page] | [PDF]
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Lu YIn. "Beyond Labels: Knowledge Elicitation using Deep Metric Learning and Psychometric Testing" | [Home Page] | [PDF]
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Hanhua Zhu. "Generalized Representation Learning Methods for Deep Reinforcement Learning" | [Home Page] | [PDF]
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Aaron Hunter, John Agapeyev. "GenC: A Fast Tool for Applications Involving Belief Revision" | [Home Page] | [PDF]
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Gaël Aglin, Siegfried Nijssen, Pierre Schaus. "PyDL8.5: a Library for Learning Optimal Decision Trees" | [Home Page] | [PDF]
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Valentijn Borghuis, Luca Angioloni, Lorenzo Brusci, Paolo Frasconi. "Pattern-Based Music Generation with Wasserstein Autoencoders and PRC Descriptions" | [Home Page] | [PDF]
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Roy Assaf, Ioana Giurgiu, Jonas Pfefferle, Serge Monney, Haris Pozidis, Anika Schumann. "An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems" | [Home Page] | [PDF]
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Sagar Sen, Pierre Bernabé, Erik Johannes B.L.G. Husom. "DeepVentilation: Learning to Predict Physical Effort from Breathing" | [Home Page] | [PDF]
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Sondre Hamnvik, Pierre Bernabé, Sagar Sen. "Yolo4Apnea: Real-time Detection of Obstructive Sleep Apnea" | [Home Page] | [PDF]
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Shreyas Kolala Venkataramanaiah, Xiaocong Du, Zheng Li, Shihui Yin, Yu Cao, Jae-sun Seo. "Efficient and Modularized Training on FPGA for Real-time Applications" | [Home Page] | [PDF]
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Jorge Fernandez, Olivier Gasquet, Andreas Herzig, Dominique Longin, Emiliano Lorini, Frédéric Maris, Pierre Régnier. "TouIST: a Friendly Language for Propositional Logic and More" | [Home Page] | [PDF]
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Xavier Gillard, Pierre Schaus, Vianney Coppé. "Ddo, a Generic and Efficient Framework for MDD-Based Optimization" | [Home Page] | [PDF]
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Johannes Huegle, Christopher Hagedorn, Matthias Uflacker. "How Causal Structural Knowledge Adds Decision-Support in Monitoring of Automotive Body Shop Assembly Lines" | [Home Page] | [PDF]
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Jette Henderson, Shubham Sharma, Alan Gee, Valeri Alexiev, Steve Draper, Carlos Marin, Yessel Hinojosa, Christine Draper, Michael Perng, Luis Aguirre, Michael Li, Sara Rouhani, Shorya Consul, Susan Michalski, Akarsh Prasad, Mayank Chutani, Aditya Kumar, Shahzad Alam, Prajna Kandarpa, Binnu Jesudasan, Colton Lee, Michael Criscolo, Sinead Williamson, Matt Sanchez, Joydeep Ghosh. "Certifai: A Toolkit for Building Trust in AI Systems" | [Home Page] | [PDF]
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Pengwei Hu, Chenhao Lin, Hui Su, Shaochun Li, Xue Han, Yuan Zhang, Jing Mei. "BlueMemo: Depression Analysis through Twitter Posts" | [Home Page] | [PDF]
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Hen-Hsen Huang. "AutoSurvey: Automatic Survey Generation based on a Research Draft" | [Home Page] | [PDF]
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Weiyi Huang, Jiahao Jiang, Qiang Qu, Min Yang. "AILA: A Question Answering System in the Legal Domain" | [Home Page] | [PDF]
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Joanne T. Kim, Sookyung Kim, Brenden K. Petersen. "An Interactive Visualization Platform for Deep Symbolic Regression" | [Home Page] | [PDF]
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Daochen Zha, Kwei-Herng Lai, Songyi Huang, Yuanpu Cao, Keerthana Reddy, Juan Vargas, Alex Nguyen, Ruzhe Wei, Junyu Guo, Xia Hu. "RLCard: A Platform for Reinforcement Learning in Card Games" | [Home Page] | [PDF]
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Chang Liu, Zhao Yong Lim, Han Yu, Zhiqi Shen, Ian Dixon, Zhanning Gao, Pan Wang, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao. "An AI-empowered Visual Storyline Generator" | [Home Page] | [PDF]
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Rolf Schwitter. "Lossless Semantic Round-Tripping in PENG ASP" | [Home Page] | [PDF]
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Harrison Jun Yong Wong, Zichao Deng, Han Yu, Jianqiang Huang, Cyril Leung, Chunyan Miao. "A Testbed for Studying COVID-19 Spreading in Ride-Sharing Systems" | [Home Page] | [PDF]
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Xi Chen, Hao Zhai, Danqian Liu, Weifu Li, Chaoyue Ding, Qiwei Xie, Hua Han. "SiamBOMB: A Real-time AI-based System for Home-cage Animal Tracking, Segmentation and Behavioral Analysis" | [Home Page] | [PDF]
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Xiaoyi Fu, Jie Zhang, Hao Yu, Jiachen Li, Dong Chen, Jie Yuan, Xindong Wu. "A Speech-to-Knowledge-Graph Construction System" | [Home Page] | [PDF]
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Chongsheng Zhang, Ruixing Zong, Shuang Cao, Yi Men, Bofeng Mo. "AI-Powered Oracle Bone Inscriptions Recognition and Fragments Rejoining" | [Home Page] | [PDF]