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.Guogang Zhu, Xuefeng Liu*, Shaojie Tang, Jianwei Niu, Xinghao Wu, Jiaxing Shen. Take Your Pick: Enabling Effective Distributed Learning Within Low-Dimensional Feature Space. IEEE Transactions on Neural Networks and Learning Systems, TNNLS (CCF B)
.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)
.Yixuan Guan, Xuefeng Liu*, Jianwei Niu Tao Ren，FedTC: Enabling Communication-Efficient Federated Learning via Transform Coding, INFOCOM 2024 (CCF A)
.Xiaozheng Xie, Chen Chen, Xuefeng Liu*, Yong Wang, Rui Wang, and Jianwei Niu , IMAN: An Iterative Mutual-Aid Network for Breast Lesion Segmentation on Multi-modal Ultrasound Images, IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2023). (CCF B)

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