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#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Jie Zhang, Yirong Yao, &nbsp;Wei He, Yiqun Niu, Chongjun Wang. Regret Optimization Experience Replay in Off-policy Reinforcement Learning.</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">&nbsp;In&nbsp;'''''Proceedings of ICASSP 2025''''',&nbsp;Accepted</span></span>

#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">QIang Qiang He, Shu Wei Qian, Jie Zhang, Chongjun Wang.&nbsp;Inference Retrieval-Augmented Multi-Modal Chain-of-Thoughts Reasoning for Language Models.</span></span>&nbsp;<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">In&nbsp;'''''Proceedings of ICASSP 2025''''',&nbsp;Accepted</span></span>

#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Baoming Zhang, MingCai Chen, Jianqing Song, Shuangjie Li, Jie Zhang, Chongjun Wang. Normalize then Propagate: Efficient Homophilous Regularization for Few-shot Semi-Supervised Node Classification. In&nbsp;'''''Proceedings of AAAI 2025''''',&nbsp;Accepted</span></span>

#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">MingCai Chen, Yuntao Du., Wenyu Jiang, Baoming Zhang, Shuai Feng, Yi Xin, Chongjun Wang. Robust Logit Adjustment for Learning with Long-Tailed Noisy Data</span></span><span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">.&nbsp;</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">In&nbsp;'''''Proceedings of AAAI 2025''''',&nbsp;Accepted</span></span>