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- .Haolin Wang, Xuefeng Liu, Jianwei Niu, Wenkai Guo, Shaojie Tang. Why Go Full? Elevating Federated Learning Through Partial Network Updates. Advances in Neural Information Processing Systems, NeurIPS 2024 (CCF A)
- .Xinghao Wu, Xuefeng Liu, Jianwei Niu, Haolin Wang, Shaojie Tang, Guogang Zhu, Hao Su. Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-rank Decomposition. ACM MULTIMEDIA 2024, ACM MM 2024 (CCF A)
- .Guogang Zhu, Xuefeng Liu, Jianwei Niu, Shaojie Tang, Xinghao Wu, Jiayuan Zhang. DualFed: Enjoying both Generalization and Personalization in Federated Learning via Hierachical Representations. ACM MULTIMEDIA 2024, ACM MM 2024, (CCF A)
- .Guogang Zhu, Xuefeng Liu*, Jianwei Niu, Yucheng Wei, Shaojie Tang, Jiayuan Zhang. Learning by imitating the classics: Mitigating class imbalance in federated learning via simulated centralized learning. Expert Systems with Applications, ESWA 2024 (CCF C，中科院一区，TOP期刊)
- .Jiayuan Zhang, Xuefeng Liu*, Yukang Zhang, Guogang Zhu, Jianwei Niu, Shaojie Tang. Enabling Collaborative Test-Time Adaptation in Dynamic Environment via Federated Learning[C]. Conference on Knowledge Discovery and Data Mining, KDD 2024 (CCF A)
- .Guogang Zhu, Xuefeng Liu*, Xinghao Wu, Shaojie Tang, Chao Tang, Jianwei Niu, Hao Su. Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning. The 33rd International Joint Conference on Artificial Intelligence，IJCAI 2024(CCF A)
- .NaNa Wang, JianWei Niu, Xuefeng Liu, Dongqin Yu, Guogang Zhu, Xinghao Wu, Mingliang Xu, Hao Su. BeyondVision: An EMG-driven Micro Hand Gesture Recognition Based on Dynamic Segmentation. The 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024 (CCF A)
- .Yixuan Guan, Xuefeng Liu, Tao Ren, Jianwei Niu*. FedMDC:Enabling Communication-efficient Federated Learning over Packet Lossy Networks via Multiple Description Coding[C]. 2024 IEEE International Conference on Multimedia and Expo, ICME 2024 (CCF B)
- .Xiaozheng Xie, Jianwei Niu, Xuefeng Liu*, Zhengsu Chen, Shaojie Tang, Shui Yu， A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis, Medical Image Analysis, (Q1, 高被引)