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Mingsong Chen

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When Foresight Pruning Meets Zeroth-Order Optimization: Efficient Federated Learning for Low-Memory Devices

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May 08, 2024
Pengyu Zhang, Yingjie Liu, Yingbo Zhou, Xiao Du, Xian Wei, Ting Wang, Mingsong Chen

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CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance

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Apr 19, 2024
Zeke Xia, Ming Hu, Dengke Yan, Xiaofei Xie, Tianlin Li, Anran Li, Junlong Zhou, Mingsong Chen

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KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting

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Apr 19, 2024
Zeke Xia, Ming Hu, Dengke Yan, Ruixuan Liu, Anran Li, Xiaofei Xie, Mingsong Chen

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Personalized Federated Instruction Tuning via Neural Architecture Search

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Feb 26, 2024
Pengyu Zhang, Yingbo Zhou, Ming Hu, Junxian Feng, Jiawen Weng, Mingsong Chen

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Situation-Dependent Causal Influence-Based Cooperative Multi-agent Reinforcement Learning

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Dec 15, 2023
Xiao Du, Yutong Ye, Pengyu Zhang, Yaning Yang, Mingsong Chen, Ting Wang

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AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems

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Nov 23, 2023
Ruixuan Liu, Ming Hu, Zeke Xia, Jun Xia, Pengyu Zhang, Yihao Huang, Yang Liu, Mingsong Chen

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Have Your Cake and Eat It Too: Toward Efficient and Accurate Split Federated Learning

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Nov 22, 2023
Dengke Yan, Ming Hu, Zeke Xia, Yanxin Yang, Jun Xia, Xiaofei Xie, Mingsong Chen

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AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems

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Nov 22, 2023
Chentao Jia, Ming Hu, Zekai Chen, Yanxin Yang, Xiaofei Xie, Yang Liu, Mingsong Chen

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DSAM-GN:Graph Network based on Dynamic Similarity Adjacency Matrices for Vehicle Re-identification

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Oct 25, 2023
Yuejun Jiao, Song Qiu, Mingsong Chen, Dingding Han, Qingli Li, Yue Lu

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WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks

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Oct 19, 2023
Jun Xia, Zhihao Yue, Yingbo Zhou, Zhiwei Ling, Xian Wei, Mingsong Chen

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