Wenqian Li

Joined

April 2022

Names

Wenqian Li (Preferred)

Emails

****@u.nus.edu (Confirmed)

Personal Links

Career & Education History

PhD student

National University of Singapore (u.nus.edu)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2025

Expertise

Federated Learning

Present

Trustworthy ML/AI

Present

Publications

Data Valuation and Selection in a Federated Model Marketplace
Wenqian Li, Ruoxi Jia, Yan Pang
- Submitted to ICLR 2026
- Readers: Everyone
Private Wasserstein Distance
Wenqian Li, Yan Pang
- Submitted to ICLR 2025
- Readers: Everyone
Teach Large Language Models to Forget Privacy
Ran Yan, Yujun Li, Wenqian Li, Peihua Mai, Yan Pang, Yinchuan Li
- CoRR 2024
- Readers: Everyone
Private Wasserstein Distance with Random Noises
Wenqian Li, Haozhi Wang, Zhe Huang, Yan Pang
- CoRR 2024
- Readers: Everyone
Data Valuation and Detections in Federated Learning
Wenqian Li, Shuran Fu, Fengrui Zhang, Yan Pang
- CVPR 2024
- Readers: Everyone
Distributionally Robust Federated Learning with Wasserstein Barycenter
Wenqian Li, Shuran Fu, Yan Pang
- Tiny Papers @ ICLR 2024
- Readers: Everyone
Distributionally Robust Federated Learning with Wasserstein Barycenter
Wenqian Li, Shuran Fu, Yan Pang
- Tiny Papers @ ICLR 2024 Archive
- Readers: Everyone
One Important Thing To Do Before Federated Training
Yichu Xu, Wenqian Li, Yinchuan Li, yunfeng shao, Yan Pang, De-Chuan Zhan
- 01 Mar 2023 (modified: 01 Jun 2023)
- Submitted to Tiny Papers @ ICLR 2023
- Readers: Everyone
DAG Matters! GFlowNets Enhanced Explainer For Graph Neural Networks
Wenqian Li, Yinchuan Li, Zhigang Li, Jianye Hao, Yan Pang
- CoRR 2023
- Readers: Everyone
Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs
Yinchuan Li, Zhigang Li, Wenqian Li, Yunfeng Shao, Yan Zheng, Jianye Hao
- IJCAI 2023
- Readers: Everyone

View all 17 publications

Co-Authors