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Xidong Wu

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Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch

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Mar 21, 2024
Xidong Wu, Shangqian Gao, Zeyu Zhang, Zhenzhen Li, Runxue Bao, Yanfu Zhang, Xiaoqian Wang, Heng Huang

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On the Role of Server Momentum in Federated Learning

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Dec 19, 2023
Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang

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Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning

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Nov 14, 2023
Xidong Wu, Wan-Yi Lin, Devin Willmott, Filipe Condessa, Yufei Huang, Zhenzhen Li, Madan Ravi Ganesh

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Solving a Class of Non-Convex Minimax Optimization in Federated Learning

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Oct 05, 2023
Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang

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Federated Conditional Stochastic Optimization

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Oct 04, 2023
Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang

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Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining

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Aug 06, 2023
Xidong Wu, Zhengmian Hu, Jian Pei, Heng Huang

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Performance and Energy Consumption of Parallel Machine Learning Algorithms

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May 01, 2023
Xidong Wu, Preston Brazzle, Stephen Cahoon

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Decentralized Riemannian Algorithm for Nonconvex Minimax Problems

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Feb 19, 2023
Xidong Wu, Zhengmian Hu, Heng Huang

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