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Zheng Wang

王铮

Xiamen University

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About Me

I am currently a Ph.D student (since 2022) at spAtial Sensing and Computing Lab (ASC) in Xiamen University supervised by Prof. Cheng Wang. My interests focus on Federated Learning, Robotics Imitation Learning , and LiDAR Localization.

Recent News

  • [2026.02] One paper got accepted by CVPR.
  • [2025.06] One paper got accepted by MICCAI.
  • [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

* denotes equal contribution.
PontTuset
FedRAC: Rolling Submodel Allocation for Collaborative Fairness in Federated Learning
Z Wang, Zheng Wang†, et. al.
CVPR2026 
PontTuset
Enhancing WSI-Based Survival Analysis with Report-Auxiliary Self-Distillation
Zheng Wang, Hong Liu, Zheng Wang, Danyi Li, Min Cen, Baptiste Magnier, Li Liang, Liansheng Wang
MICCAI2025 
Code
PontTuset
Federated Learning with Domain Shift Eraser
Zheng Wang, Zihui Wang, Zheng Wang, Xiaoliang Fan, Cheng Wang
CVPR2025 
Code
PontTuset
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
PontTuset
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
PontTuset
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
PontTuset
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
PontTuset
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
PontTuset
Federated Learning with Fair Averaging
Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu
IJCAI 2021 
PaperCode

Services

  • Journal Reviewers: 
    TNNLS, ACM Computing Survey.
  • Conference Reviewers: 
    NeurIPS, ICML, ICLR, AISTATS, WWW, AAAI, IJCAI.

Concat

  • Email: 
    zwang@stu.xmu.edu.cn.