Publications

ICS 2024 Ymir: A Scheduler for Foundation Model Fine-tuning Workloads in Datacenters.
Wei Gao, Weiming Zhuang, Minghao Li, Peng Sun, Yonggang Wen, Tianwei Zhang

CVPR 2024 FedMef: Towards Memory-efficient Federated Dynamic Pruning.
Hong Huang, Weiming Zhuang, Chen Chen, Lingjuan Lyu

AAAI 2024 Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators.
Sikai Bai, Shuaicheng Li, Weiming Zhuang, Jie Zhang, Song Guo, Kunlin Yang, Jun Hou, Shuai Zhang, Junyu Gao, Shuai Yi

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ICCV 2023 MAS: Towards Resource-Efficient Federated Multiple-Task Learning.
Weiming Zhuang, Yonggang Wen, Lingjuan Lyu, Shuai Zhang

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NeurIPS 2023 Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time Shift in Federated Learning.
Yue Tan, Chen Chen, Weiming Zhuang, Xin Dong, Lingjuan Lyu, Guodong Long

Preprint 2023 When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions.
Weiming Zhuang, Chen Chen, Lingjuan Lyu

ICLR 2024, KDD-FL4DataMining (Best Industry Paper Award), FL-IJCAI 2023 Is Normalization Indispensable for Multi-domain Federated Learning?.
Weiming Zhuang, Lingjuan Lyu

ICCV 2023 TARGET: Addressing Catastrophic Forgetting in Federated Class-Continual Learning.
Jie Zhang, Chen Chen, Weiming Zhuang, Lingjuan Lv

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Thesis 2022 Toward A Generic Federated Learning Platform Optimized For Computer Vision Applications.
Weiming Zhuang

MMSP 2022 Optimizing Federated Unsupervised Person Re-identification via Camera-aware Clustering.
Jiabei Liu, Weiming Zhuang, Yonggang Wen, Jun Huang, Wei Lin

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Preprint 2022 Smart Multi-tenant Federated Learning.
Weiming Zhuang, Yonggang Wen, Shuai Zhang

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TOMM 2022 Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis.
Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang

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ICME 2022 Federated Unsupervised Domain Adaptation for Face Recognition.
Weiming Zhuang, Xin Gan, Xuesen Zhang, Yonggang Wen, Shuai Zhang, Shuai Yi

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ICLR 2022 Divergence-aware Federated Self-Supervised Learning.
Weiming Zhuang, Yonggang Wen, Shuai Zhang

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IoTJ 2021 EasyFL: A Low-code Federated Learning Platform For Dummies.
Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang

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ICCV 2021 Collaborative Unsupervised Visual Representation Learning from Decentralized Data.
Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang, Shuai Yi

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ACMMM 2021 Joint Optimization in Edge-Cloud Continuum for Federated Unsupervised Person Re-identification.
Weiming Zhuang, Yonggang Wen, Shuai Zhang

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ACMMM (Oral) 2020 Performance Optimization for Federated Person Re-identification via Benchmark Analysis.
Weiming Zhuang, Yonggang Wen, Xuesen Zhang, Xin Gan, Daiying Yin, Dongzhan Zhou, Shuai Zhang, Shuai Yi

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Preprint 2020 Chat-to-Design: AI Assisted Personalized Fashion Design.
Weiming Zhuang, Chongjie Ye, Ying Xu, Pengzhi Mao, Shuai Zhang