Pengyang Zhou

PhD student, Computer Science, Zhejiang University

Joined

April 2023

Names

Pengyang Zhou (Preferred)

Emails

****@zju.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, Zhejiang University (zju.edu.cn)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Wen Wu David

2022 – Present

Expertise

Federated Learning

2022 – Present

Publications

FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
Xinting Liao, Weiming Liu, Jiaming Qian, Pengyang Zhou, Jiahe Xu, Wenjie Wang, Chao-Chao Chen, Xiaolin Zheng, Tat-Seng Chua
- CoRR 2025
- Readers: Everyone
FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
Xinting Liao, Weiming Liu, Jiaming Qian, Pengyang Zhou, Jiahe Xu, Wenjie Wang, Chaochao Chen, Xiaolin Zheng, Tat-Seng Chua
- ICML 2025 poster
- Readers: Everyone
FedGOG: Federated Graph Out-of-Distribution Generalization with Diffusion Data Exploration and Latent Embedding Decorrelation
Pengyang Zhou, Chaochao Chen, Weiming Liu, Xinting Liao, Wenkai Shen, Jiahe Xu, Zhihui Fu, Jun Wang, Wu Wen, Xiaolin Zheng
- AAAI 2025
- Readers: Everyone
FedGF: Enhancing Structural Knowledge via Graph Factorization for Federated Graph Learning
Pengyang Zhou, Chaochao Chen, Weiming Liu, Xinting Liao, Fengyuan Yu, Zhihui Fu, Xingyu Lou, Wu Wen, Xiaolin Zheng, Jun Wang
- WSDM 2025
- Readers: Everyone
Joint Item Embedding Dual-view Exploration and Adaptive Local-Global Fusion for Federated Recommendation
Pengyang Zhou, Chaochao Chen, Weiming Liu, Wenkai Shen, Xinting Liao, Huarong Deng, Zhihui Fu, Jun Wang, Wu Wen, Xiaolin Zheng
- SIGIR 2025
- Readers: Everyone
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
Xinting Liao, Weiming Liu, Pengyang Zhou, Fengyuan Yu, Jiahe Xu, Jun Wang, Wenjie Wang, Chaochao Chen, Xiaolin Zheng
- NeurIPS 2024 poster
- Readers: Everyone
Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data
Xinting Liao, Weiming Liu, Chaochao Chen, Pengyang Zhou, Fengyuan Yu, Huabin Zhu, Binhui Yao, Tao Wang, Xiaolin Zheng, Yanchao Tan
- CoRR 2024
- Readers: Everyone
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
Xinting Liao, Weiming Liu, Pengyang Zhou, Fengyuan Yu, Jiahe Xu, Jun Wang, Wenjie Wang, Chaochao Chen, Xiaolin Zheng
- CoRR 2024
- Readers: Everyone

View all 14 publications

Pengyang Zhou

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors