[1] Dou Hu, Lingwei Wei, Yaxin Liu, Wei Zhou, Songlin Hu. Structured Probabilistic Coding. In AAAI 2024. CCF-A regular paper. [PDF] [CODE]
[2] Yinan Bao, Dou Hu, Lingwei Wei, Shuchong Wei, Wei Zhou, Songlin Hu. Multi-stream Information Fusion Framework for Emotional Support Conversation. In LREC-COLING 2024. CCF-B regular paper. [PDF] [CODE]
[3] Chuanpeng Yang, Fuqing Zhu, Yaxin Liu, Jizhong Han, Songlin Hu. Uncertainty-Aware Cross-Modal Alignment for Hate Speech Detection. In LREC-COLING 2024. CCF-B regular paper. [PDF] [CODE]
[4] Zhuohua Li, Ruyun Wang, Fuqing Zhu, Jizhong Han, Songlin Hu. Pyramidal Cross-Modal Transformer with Sustained Visual Guidance for Multi-Label Image Classification. In ICMR 2024. CCF-B regular paper. [PDF] [CODE]
[5] Guangyuan Ma, Xing Wu, Zijia Lin, Songlin Hu. Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval. In SIGIR 2024. CCF-A regular paper. [PDF] [CODE]
[6] Mengyang Chen, Lingwei Wei, Han Cao, Wei Zhou, Zhou Yan, Songlin Hu. Propagation Structure-Semantic Transfer Learning for Robust Fake News Detection. In ECML-PKDD 2024. CCF-B regular paper. [PDF] [CODE]
[7] Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu. Representation Learning with Conditional Information Flow Maximization. In ACL 2024. CCF-A regular paper. [PDF] [CODE]
[8] Chuanpeng Yang, Yaxin Liu, Fuqing Zhu, Jizhong Han, Songlin Hu. Uncertainty-Guided Modal Rebalance for Hateful Memes Detection. In ACL 2024. CCF-A regular paper. [PDF] [CODE]
[1] Yaxin Liu, Yan Zhou, Ziming Li, Junlin Wang, Wei Zhou, Songlin Hu. HIM: An End-to-End Hierarchical Interaction Model for Aspect Sentiment Triplet Extraction. TASLP 2023. CCF-B regular paper. [PDF] [CODE]
[2] Xing Wu, Guangyuan Ma, Meng Lin, Zijia Lin, Zhongyuan Wang, Songlin Hu. ConTextual Masked Auto-Encoder for Dense Passage Retrieval. In AAAI 2023. CCF-A regular paper. [PDF] [CODE]
[3] Lingwei Wei, Dou Hu, Wei Zhou, Songlin Hu. Modeling Both Intra- and Inter-Modality Uncertainty for Multimodal Fake News Detection. TMM 2023. CCF-B regular paper. [PDF] [CODE]
[4] Dou Hu, Yinan Bao, Lingwei Wei, Wei Zhou, Songlin Hu. Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations. In ACL 2023. CCF-A regular paper. [PDF] [CODE]
[5] Ziming Li, Yan Zhou, Yaxin Liu, Fuqing Zhu, Chuanpeng Yang, Songlin Hu. QAP: A Quantum-Inspired Adaptive-Priority-Learning Model for Multimodal Emotion Recognition. In ACL 2023. CCF-A Findings long paper. [PDF] [CODE]
[6] Weigang Zhang, Biyu Zhou, Xuehai Tang, Zhaoxing Wang, Songlin Hu. MixPipe: Efficient Bidirectional Pipeline Parallelism for Training Large-Scale Models. In DAC 2023. CCF-A regular paper. [PDF] [CODE]
[7] Ziang Yang, Biyu Zhou, Xuehai Tang, Ruixuan Li, Songlin Hu. Orthrus: A Dual-Branch Model for Time Series Forecasting with Multiple Exogenous Series. In DASFAA 2023. CCF-B regular paper. [PDF] [CODE]
[8] Shuchong Wei, Liangjun Zang, Xiaobin Zhang, Xiaohui Song, Songlin Hu. Improving Event Representation with Supervision from Available Semantic Resources. In DASFAA 2023. CCF-B regular paper. [PDF] [CODE]
[9] Xing Wu, Guangyuan Ma, Wanhui Qian, Zijia Lin, Songlin Hu. Query-as-context Pre-training for Dense Passage Retrieval. In EMNLP 2023. CCF-B regular paper. [PDF] [CODE]
[10] Jinchuan Zhang, Yan Zhou, Binyuan Hui, Yaxin Liu, Ziming Li, Songlin Hu. TrojanSQL: SQL Injection against Natural Language Interface to Database. In EMNLP 2023. CCF-B regular paper. [PDF] [CODE]
[11] Minxuan Lv, Chengwei Dai, Kun Li, Wei Zhou, Songlin Hu. CT-GAT: Cross-Task Generative Adversarial Attack based on Transferability. In EMNLP 2023. CCF-B regular paper. [PDF] [CODE]
[12] Guangyuan Ma, Hongtao Liu, Xing Wu, Wanhui Qian, Zhepeng Lv, Qing Yang, Songlin Hu. PUNR: Pre-training with User Behavior Modeling for News Recommendation. In EMNLP 2023. CCF-B Findings long paper. [PDF] [CODE]
[13] Chuanpeng Yang, Fuqing Zhu, Jizhong Han, Songlin Hu. Invariant Meets Specific. A Scalable Harmful Memes Detection Framework. In ACM MM 2023. CCF-A regular paper. [PDF] [CODE]
[14] Dongqin Liu, Wentao Li, Wei Zhou, Zhaoxing Li, Jiao Dai, Jizhong Han, Ruixuan Li, Songlin Hu. Semantic Stage-Wise Learning for Knowledge Distillation. In ICME 2023. CCF-B regular paper. [PDF] [CODE]
[15] Boyu Qiao, Kun Li, Wei Zhou, Zhou Yan, Shilong Li, Songlin Hu. Social Bot Detection Based on Window Strategy. In ICME 2023. CCF-B regular paper. [PDF] [CODE]
[16] Dou Hu, Lingwei Wei, Yaxin Liu, Wei Zhou, Songlin Hu. UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis. SemEval@ACL 2023. [PDF] [CODE]
[1] Yinan Bao, Qianwen Ma, Lingwei Wei, Wei Zhou, Songlin Hu. Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation. In IJCAI 2022. CCF-A regular paper. [PDF] [CODE]
[2] Yinan Bao, Qianwen Ma, Lingwei Wei, Wei Zhou, Songlin Hu. Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction. In ACL 2022. CCF-A Findings long paper. [PDF] [CODE]
[3] Ding Wang, Lingwei Wei, ChunYuan Yuan, Yinan Bao, Wei Zhou, Xian Zhu, Songlin Hu. Cascade-Enhanced Graph Convolutional Networks for Information Diffusion Prediction. In DASFAA 2022. CCF-B regular paper. [PDF] [CODE]
[4] Xiaobin Zhang, Liangjun Zang, Peng Cheng, Yuqi Wang, Songlin Hu. A Knowledge/Data Enhanced Method for Joint Event and Temporal Relation Extraction. In ICASSP 2022. CCF-B regular paper. [PDF] [CODE]
[5] Weibo Zhang, Fuqing Zhu, Jizhong Han, Tao Guo, Songlin Hu. Cross-layer Aggregation with Transformers for Multi-Label Image Classification. In ICASSP 2022. CCF-B regular paper. [PDF] [CODE]
[6] Xiaohui Song, Liangjun Zang, Rong Zhang, Songlin Hu, Longtao Huang. EmotionFlow: Capture the Dialogue Level Emotion Transitions. In ICASSP 2022. CCF-B regular paper. [PDF] [CODE]
[7] Zhuohua Li, Weibo Zhang, Ziang Yang, Fuqing Zhu, Jizhong Han, Songlin Hu. UFI: a Unified Feature Interaction framework for Multi-Label Image Classification. In ICME 2022. CCF-B regular paper. [PDF] [CODE]
[8] Ting Ma, Longtao Huang, Qianqian Lu, Songlin Hu. KR-GCN: Knowledge-aware Reasoning with Graph Convolution Network for Explainable Recommendation. TOIS 2022.CCF-A regular paper. [PDF] [CODE]
[9] Ting Ma, Mingming Li, Shangwen Lv, Fuqing Zhu, Longtao Huang, Songlin Hu. ContE: Contextualized Knowledge Graph Embedding for Circular Relations. Data Mining and Knowledge Discovery 2022. CCF-B regular paper. [PDF] [CODE]
[10] Xing Wu, Chaochen Gao, Meng Lin, Liangjun Zang, Songlin Hu. Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks. In ACL 2022. CCF-A Main conference short paper. [PDF] [CODE]
[11] Cai Yu, Peng Chen, Jiao Dai, Xi Wang, Weibo Zhang, Jin Liu, Jizhong Han. FOCUS BY PRIOR: DEEPFAKE DETECTION BASED ON PRIOR-ATTENTION. In ICME 2022. CCF-B regular paper. [PDF] [CODE]
[12] Chuanpeng Yang, Fuqing Zhu, Guihua Liu, Jizhong Han, and Songlin Hu. Multimodal Hate Speech Detection via Cross-Domain Knowledge Transfer. In ACM MM 2022. CCF-A regular paper. [PDF] [CODE]
[13] Xiaohui Song, Longtao Huang, Hui Xue and Songlin Hu. Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation. In EMNLP 2022. CCF-B regular paper. [PDF] [CODE]
[14] Lingwei Wei, Dou Hu, Wei Zhou, Songlin Hu. Uncertainty-aware Propagation Structure Reconstruction for Fake News Detection. In COLING 2022. CCF-B regular paper. [PDF] [CODE]
[15] Lingwei Wei, Dou Hu, Yantong Lai, Wei Zhou, Songlin Hu. A Unified Propagation Forest-based Framework for Fake News Detection. In COLING 2022. CCF-B regular paper. [PDF] [CODE]
[16] Xing Wu, Chaochen Gao, Liangjun Zang, Jizhong Han, Zhongyuan Wang, Songlin Hu. ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding. In COLING 2022. CCF-B regular paper. [PDF] [CODE]
[17] Xing Wu, Chaochen Gao, Yipeng Su, Jizhong Han, Zhongyuan Wang, Songlin Hu. Smoothed Contrastive Learning for Unsupervised Sentence Embedding. In COLING 2022. CCF-B short paper. [PDF] [CODE]
[18] Ziming Li, Yan Zhou, Weibo Zhang, Yaxin Liu, Chuanpeng Yang, Zheng Lian, Songlin Hu. AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis. In COLING 2022. CCF-B regular paper. [PDF] [CODE]
[19] Wang Wang, Xuehai Tang, Biyu Zhou, Wenjie Xiao, Jizhong Han, Songlin Hu. Improving disk failure detection accuracy via data augmentation. In IWQoS 2022. CCF-B regular paper. [PDF] [CODE]
[20] Lingwei Wei, Dou Hu, Wei Zhou, Xin Wang, Songlin Hu. Modeling the Uncertainty of Information Propagation for Rumor Detection: A Neuro-Fuzzy Approach. TNNLS 2022. CCF-B regular paper. [PDF] [CODE]
[21] Kun Li, Meng Lin, Songlin Hu, Ruixuan Li. CLZT: A Contrastive Learning Based Framework for Zero-Shot Text Classification. In DASFAA 2022. CCF-B regular paper. [PDF] [CODE]
[1] Lingwei Wei, Dou Hu, Wei Zhou, Zhaojuan Yue, Songlin Hu. Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection. In ACL-IJCNLP 2021. CCF-A regular paper. [PDF] [CODE]
[2] Qianwen Ma, Chunyuan Yuan, Wei Zhou, Songlin Hu. Label-Specific Dual Graph Neural Network for Multi-Label Text Classification. In ACL-IJCNLP 2021. CCF-A regular paper. [PDF] [CODE]
[3] Yan Zhou, Fuqing Zhu, Pu Song, Jizhong Han, Tao Guo, Songlin Hu. An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis. In AAAI 2021. CCF-A regular paper. [PDF] [CODE]
[4] Jinzhu Yang, Ding Wang, Wei Zhou, Wanhui Qian, Xin Wang, Jizhong Han, Songlin Hu. Entity and Relation Matching Consensus for Entity Alignment. In CIKM 2021: 2331-2341. CCF-B regular paper. [PDF] [CODE]
[5] Ting Ma, Shangwen Lv, Longtao Huang, Songlin Hu. HiAM: A Hierarchical Attention based Model for knowledge graph multi-hop reasoning. Neural Networks 143: 261-270 (2021). CCF-B regular paper. [PDF] [CODE]
[6] Jinzhu Yang, Wei Zhou, Wanhui Qian, Jizhong Han, Songlin Hu. Topic Sequence Embedding for User Identity Linkage from Heterogeneous Behavior Data. In ICASSP 2021. CCF-B regular paper. [PDF] [CODE]
[7] Wanhui Qian, Fuqing Zhu, Jinzhu Yang, Jizhong Han, Songlin Hu. Aligning the Training and Evaluation of Unsupervised Text Style Transfer. In ICASSP 2021. CCF-B regular paper. [PDF] [CODE]
[1] Shangwen Lv, Daya Guo, Jingjing Xu, Duyu Tang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Songlin Hu. Graph-based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering. In AAAI 2020: 8449-8456. CCF-A regular paper. [PDF] [CODE]
[2] Mingming Li, Shuai Zhang, Fuqing Zhu, Wanhui Qian, Liangjun Zang, Jizhong Han, Songlin Hu. Symmetric Metric Learning with Adaptive Margin for Recommendation. In AAAI 2020: 4634-4641. CCF-A regular paper. [PDF] [CODE]
[3] Jinrong Guo, Songlin Hu, Wang Wang, Chunrong Yao, Jizhong Han, Ruixuan Li, Yijun Lu. Tail: An Automated and Lightweight Gradient Compression Framework for Distributed Deep Learning. In DAC 2020. CCF-A regular paper. [PDF]
[4] Chunyuan Yuan, Qianwen Ma, Junyang Chen, Wei Zhou, Xiaodan Zhang, Xuehai Tang, Jizhong Han, Songlin Hu. Exploiting Heterogeneous Artist and Listener Preference Graph for Music Genre Classification. In ACM MM 2020. CCF-A regular paper. [PDF] [CODE]
[5] Jinrong Guo, Wantao Liu, Wang Wang, Jizhong Han, Ruixuan Li, Yijun Lu, Songlin Hu. Accelerating Distributed Deep Learning By Adaptive Gradient Quantization. In ICASSP 2020. CCF-B regular paper. [PDF]
[6] Chunyuan Yuan, Jiacheng Li, Wei Zhou, Yijun Lu, Xiaodan Zhang, Songlin Hu. DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users’ Dynamic Preferences for Information Diffusion Prediction. In ECML-PKDD 2020. CCF-B regular paper. [PDF] [CODE]
[7] Lingwei Wei, Dou Hu, Wei Zhou, Xuehai Tang, Xiaodan Zhang, Xin Wang, Jizhong Han, Songlin Hu. Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis. In ECML-PKDD 2020. CCF-B regular paper. [PDF] [CODE]
[8] Chunyuan Yuan, Qianwen Ma, Wei Zhou, Jizhong Han and Songlin Hu. Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning. In COLING 2020. CCF-B regular paper. [PDF] [CODE]
[9] Shangwen Lv, Fuqing Zhu, Songlin Hu. Integrating External Event Knowledge for Script Learning. In COLING 2020. CCF-B regular paper. [PDF] [CODE]
[10] Jinzhu Yang, Wei Zhou, Lingwei Wei, Junyu Lin, Jizhong Han, Songlin Hu. RE-GCN. Relation Enhanced Graph Convolutional Network for Entity Alignment in Heterogeneous Knowledge Graphs. In DASFAA 2020: 432-447. CCF-B regular paper. [PDF] [CODE]
[11] Shangwen Lv, Longtao Huang, Liangjun Zang, Wei Zhou, Jizhong Han, Songlin Hu. Yet another approach to understanding news event evolution. World Wide Web J. 2020, 23(4): 2449-2470. CCF-B journal paper. [PDF] [CODE]
[12] Qianwen Ma, Chunyuan Yuan, Wei Zhou, Jizhong Han, Songlin Hu. Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style Classification. In WSDM 2020: 411-419. CCF-B regular paper. [PDF] [CODE]
[13] Yan Zhou, Wei Jiang, Po Song, Yipeng Su, Tao Guo, Jizhong Han, Songlin Hu. Graph Convolutional Networks for Target-oriented Opinion Words Extraction with Adversarial Training. In IJCNN 2020. Best Student Paper Award. [PDF] [CODE]
[1] Shangwen Lv, Wanhui Qian, Longtao Huang, Jizhong Han, Songlin Hu. SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next. In AAAI 2019: 6802-6809. CCF-A regular paper. [PDF] [CODE]
[2] Xing Wu, Tao Zhang, Liangjun Zang, Jizhong Han, Songlin Hu. Mask and Infill: Applying Masked Language Model to Sentiment Transfer. In IJCAI 2019: 5271-5277. CCF-A regular paper. [PDF] [CODE]
[3] Yan Zhou, Longtao Huang, Tao Guo, Jizhong Han, Songlin Hu. A Span-based Joint Model for Opinion Target Extraction and Target Sentiment Classification. In IJCAI 2019: 5485-5491. CCF-A regular paper. [PDF] [CODE]
[4] Chunyuan Yuan, Qianwen Ma, Wei Zhou, Jizhong Han, Songlin Hu. Jointly embedding the local and global relations of heterogeneous graph for rumor detection. In ICDM 2019: 796-805. CCF-B regular paper. [PDF] [CODE]
[5] Chunyuan Yuan, Wei Zhou, Mingming Li, Shangwen Lv, Fuqing Zhu, Jizhong Han, Songlin Hu. Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots. In EMNLP-IJCNLP 2019: 111-120. CCF-B regular paper. [PDF] [CODE]
[6] Jinrong Guo, Wantao Liu, Wang Wang, Chunrong Yao, Jizhong Han, Ruixuan Li, Yijun Lu, Songlin Hu. AccUDNN: A GPU Memory Efficient Accelerator for Training Ultra-deep Neural Networks. In ICCD 2019: 65-72. CCF-B regular paper. [PDF]
[7] Xing Wu, Shangwen Lv, Liangjun Zang, Jizhong Han, Songlin Hu. Conditional BERT Contextual Augmentation. ICCS 2019: 84-95. [PDF] [CODE]
[8] Weibo Zhang, Fuqing Zhu, Jiao Dai, Songlin Hu, Jizhong Han, Tao Guo. SPL: Exploiting Unlabeled Data for Multi-Label Image Classification. In ICME 2019: 157-162. CCF-B regular paper. [PDF] [CODE]