A New Classification Method for Diagnosing COVID-19 Pneumonia via Joint Parallel Deformable MLP Modules and Bi-LSTM With Multi-Source Generated Data of CXR Images
-Yiwen Liu, Wenyu Xing, Mingquan Lin, Yuping Liu, Tommy WS Chow. IEEE Transactions on Consumer Electronics. [arXiv]
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A New Classification Method for Diagnosing COVID-19 Pneumonia via Joint Parallel Deformable MLP Modules and Bi-LSTM With Multi-Source Generated Data of CXR Images
+Yiwen Liu, Wenyu Xing, Mingquan Lin, Yuping Liu, Tommy WS Chow. IEEE Transactions on Consumer Electronics. [arXiv]
Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach
-Guojun Xiong, Shufan Wang, Gang Yan, Jian Li. (IEEE/ACM Transactions on Networking 2023). [arXiv]
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Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning
+Mingquan Lin, Tianhao Li, Zhaoyi Sun, Gregory Holste, Ying Ding, Fei Wang, George Shih, Yifan Peng (Radiology: Artificial Intelligence, Accepted). [arXiv]
Decentralized Stochastic Multi-Player Multi-Armed Walking Bandits
-Guojun Xiong, Jian Li. AAAI 2023. [arXiv]
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An end-to-end framework for diagnosing COVID-19 pneumonia via Parallel Recursive MLP module and Bi-LTSM correlation
+Yiwen Liu, Wenyu Xing, Mingbo Zhao,Mingquan Lin (correspondance author). Medical Imaging with Deep Learning. [arXiv]
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness
-Guojun Xiong, Shufan Wang, Jian Li. NuerIPS 2022. [paper]
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Deep learning models to predict primary open-angle glaucoma
+Ruiwen Zhou, J Philip Miller, Mae Gordon, Michael Kass, Mingquan Lin, Yifan Peng, Fuhai Li, Jiarui Feng, Lei Liu. Stat. [paper]
Index-Aware Reinforcement Learning for Adaptive Video Streaming at the Wireless Edge