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Aoqi Wu

Tongji University

1239 Siping Road

Shanghai, 200092

China

  • Tongji University

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Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments

Number of pages: 20 Posted: 04 May 2026
Junming Liu, Yanting Gao, Yuqi Li, Siyuan Meng, Yifei Sun, Aoqi Wu, Yirong Chen, Ding Wang and Shiping Wen
Tongji University, Tongji University, The City University of New York, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Tongji University, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory and Shenzhen University of Advanced Technology
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Federated Learning, Data-Free Knowledge Distillation, Mixture of Experts, Generative Models