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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)

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Pre One: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)

Next One: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)

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Paper

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)