Weiming Zhuang

According to our database, Weiming Zhuang authored at least 22 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FedMef: Towards Memory-efficient Federated Dynamic Pruning.

Hong Huang, Weiming Zhuang, Chen Chen, Lingjuan Lyu

CoRR, 2024

Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators.

Sikai Bai, Shuaicheng Li, Weiming Zhuang, Jie Zhang, Kunlin Yang, Jun Hou, Shuai Yi, Shuai Zhang, Junyu Gao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis.

Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang

ACM Trans. Multim. Comput. Commun. Appl., February, 2023

FROD: Robust Object Detection for Free.

Muhammad Awais, Weiming Zhuang, Lingjuan Lyu, Sung-Ho Bae

CoRR, 2023

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

CoRR, 2023

When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions.

Weiming Zhuang, Chen Chen, Lingjuan Lyu

CoRR, 2023

Is Normalization Indispensable for Multi-domain Federated Learning?

Weiming Zhuang, Lingjuan Lyu

CoRR, 2023

Addressing Catastrophic Forgetting in Federated Class-Continual Learning.

Jie Zhang, Chen Chen, Weiming Zhuang, LingJuan Lv

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MAS: Towards Resource-Efficient Federated Multiple-Task Learning.

Weiming Zhuang, Yonggang Wen, Lingjuan Lyu, Shuai Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation.

Jie Zhang, Chen Chen, Weiming Zhuang, Lingjuan Lyu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Toward a generic federated learning platform optimized for computer vision applications

Weiming Zhuang

PhD thesis, 2022

EasyFL: A Low-Code Federated Learning Platform for Dummies.

Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang

IEEE Internet Things J., 2022

Smart Multi-tenant Federated Learning.

Weiming Zhuang, Yonggang Wen, Shuai Zhang

CoRR, 2022

Chat-to-Design: AI Assisted Personalized Fashion Design.

Weiming Zhuang, Chongjie Ye, Ying Xu, Pengzhi Mao, Shuai Zhang

CoRR, 2022

Optimizing Federated Unsupervised Person Re-identification via Camera-aware Clustering.

Jiabei Liu, Weiming Zhuang, Yonggang Wen, Jun Huang, Wei Lin

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Federated Unsupervised Domain Adaptation for Face Recognition.

Weiming Zhuang, Xin Gan, Xuesen Zhang, Yonggang Wen, Shuai Zhang, Shuai Yi

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Divergence-aware Federated Self-Supervised Learning.

Weiming Zhuang, Yonggang Wen, Shuai Zhang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Towards Unsupervised Domain Adaptation for Deep Face Recognition under Privacy Constraints via Federated Learning.

Weiming Zhuang, Xin Gan, Yonggang Wen, Xuesen Zhang, Shuai Zhang, Shuai Yi

CoRR, 2021

Joint Optimization in Edge-Cloud Continuum for Federated Unsupervised Person Re-identification.

Weiming Zhuang, Yonggang Wen, Shuai Zhang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Collaborative Unsupervised Visual Representation Learning from Decentralized Data.

Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang, Shuai Yi

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Performance Optimization of Federated Person Re-identification via Benchmark Analysis.

Weiming Zhuang, Yonggang Wen, Xuesen Zhang, Xin Gan, Daiying Yin, Dongzhan Zhou, Shuai Zhang, Shuai Yi

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020