学术论文 / Selected Publications

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Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading

[NeurIPS 2024] Qi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Haolan Zhan, Yawen Huang, Yuexiang Li, Yefeng Zheng


Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation

[NeurIPS 2024] Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Yawen Huang, Wei Ji, Yuexiang Li, Yefeng Zheng


Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations

[ICML 2024] Yichen Wu, Hong Wang, Peilin Zhao, Yefeng Zheng, Ying Wei, Long-Kai Huang


LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation

[NeurIPS 2024] Qidong Liu, Xian Wu, Yejing Wang, Zijian Zhang, Feng Tian, Yefeng Zheng, Xiangyu Zhao


MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey

[NeurIPS 2024] Xian Wu, Yutian Zhao, Yunyan Zhang, Jiageng Wu, Zhihong Zhu, Yingying Zhang, Yi Ouyang, Ziheng Zhang, Huimin WANG, Zhenxi Lin, Jie Yang, Shuang Zhao, Yefeng Zheng


Dynamically Masked Discriminator for Generative Adversarial Networks

[NeurIPS 2023] Wentian Zhang, Haozhe Liu, Bing Li, Jinheng Xie, Yawen Huang, Yuexiang Li, Yefeng Zheng, Bernard Ghanem


VisorGPT: Learning Visual Prior via Generative Pre-Training

[NeurIPS 2023] Jinheng Xie, Kai Ye, Yudong Li, Yuexiang Li, Kevin Qinghong Lin, Yefeng Zheng, Linlin Shen, Mike Zheng Shou


Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions

[NeurIPS 2022] Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Zhangdaihong Liu, Xu Sun, Yang Yang, David A. Clifton


Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations

[NeurIPS 2022] Peng Jin, JinFa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen


PAC-Bayes Information Bottleneck

[ICLR 2022 (Spotlight)] Zifeng Wang, Shao-Lun Huang, Ercan Engin Kuruoglu, Jimeng Sun, Xi Chen, Yefeng Zheng


Stabilized Medical Image Attacks

[ICLR 2021 (Spotlight)] Gege Qi, Lijun Gong, Yibing Song, Kai Ma, Yefeng Zheng


Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback

[NeurIPS 2020] Zifeng Wang, Xi Chen, Rui Wen, Shao-Lun Huang, Ercan E. Kuruoglu, Yefeng Zheng