Zheng Wang

About Me

Recent News

• [2025.02] One paper got accepted by CVPR.
• [2025.01] One paper got accepted by WWW.
• [2024.05] One papers got accepted by KDD.
• [2024.04] One paper got accepted by IJCAI.
• [2023.07] One paper got accepted by FL-IJCAI.
• [2022.11] One paper got accepted by AAAI.
• [2021.04] One paper got accepted by IJCAI.

Publications

Federated Learning with Domain Shift Eraser

Zheng Wang, Zihui Wang, Zheng Wang, Xiaoliang Fan, Cheng Wang

CVPR2025 

Code

P4GCN: Vertical Federated Social Recommendation with Privacy-Preserving Two-Party Graph Convolution Network

Zheng Wang, Wanwan Wang, Yimin Huang, Zhaopeng Peng, Ziqi Yang, Ming Yao, Cheng Wang, Xiaoliang Fan

WWW 2025

Code

FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning

Zihui Wang^*, Zheng Wang^*, Lingjuan Lyu, Zhaopeng Peng, Zhicheng Yang, Chenglu Wen, Rongshan Yu, Cheng Wang, Xiaoliang Fan

KDD 2024

Code

FedPFT: Federated Proxy Fine-Tuning of Foundation Models

Zhaopeng Peng, Xiaoliang Fan, Yufan Chen, Zheng Wang, Shirui Pan, Chenglu Wen, Ruisheng Zhang, Cheng Wang

IJCAI 2024

Paper

FLGo: A Fully Customizable Federated Learning Platform

Zheng Wang, Xiaoliang Fan, Zhaopeng Peng, Xueheng Li, Ziqi Yang, Mingkuan Feng, Zhicheng Yang, Xiao Liu, Cheng Wang

FL-IJCAI2023 

PaperCode

FedGS: Federated Graph-based Sampling with Arbitrary Client Availability

Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Haibing Jin, Peizhen Yang, Siqi Shen, Cheng Wang

AAAI 2023(Oral) 

PaperCode

Federated Learning with Fair Averaging

Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu

IJCAI 2021 

PaperCode

Services

• Journal Reviewers: 
  TNNLS.
• Conference Reviewers: 
  NeurIPS, ICML, ICLR, AISTATS, WWW.

Concat

• Email: 
  zwang@stu.xmu.edu.cn.