Publications

Minghui Chen, Meirui Jiang, Xin Zhang, Qi Dou, Zehua Wang, Xiaoxiao Li (2024). Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning. In NeurIPS 2024.

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Ruinan Jin, Minghui Chen, Qiong Zhang, Xiaoxiao Li (2024). Forgettable Federated Linear Learning with Certified Data Removal. In WWW 2024 FL@FM Workshop (Best Paper Award).

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Ruinan Jin, Wenlong Deng, Minghui Chen, Xiaoxiao Li (2024). Debiased Noise Editing on Foundation Models for Fair Medical Image Classification. In MICCAI 2024.

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Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao Li (2023). FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation. In MICCAI 2023.

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Minghui Chen, Cheng Wen, Feng Zheng, Fengxiang He, Ling Shao (2022). VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization. In AAAI 2022.

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Minghui Chen, Zhiqiang Wang, Feng Zheng (2021). Benchmarks for Corruption Invariant Person Re-Identification. In NeurIPS 2021.

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