About Me

I am a third year Ph.D. student in the Institue of Operation Research and Analytics (IORA) at National University of Singapore.

I am fortunately be advised by James Pang Yan. I also co-work with Li Yinchuan.

Education

• 2016 - 2020 Harbin Institute of Technology , Information System and Management
• 2020 - 2021 National University of Singapore, Master of Science in Business Analytics
• 2021 - 2025 National University of Singapore, Institute of Operation Research and Analytics

Research

• Data Evaluation

• Federated Learning

Papers

Data Valuation and Detections in Federated Learning. (CVPR 2024)

Wenqian Li, Shuran Fu, Fengrui Zhang, Yan Pang

GFlowCausal: Generative Flow Networks for Causal Discovery. Preprint

Wenqian Li, Yinchuan Li, Shengyu Zhu, Yunfeng Shao, Jianye Hao, Yan Pang

DAG Matters! GFlowNets Enhanced Explainer for Graph Neural Networks. (ICLR 2023)

Wenqian Li, Yinchuan Li, Zhigang Li, Jianye Hao, Yan Pang

Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs. (IJCAI 2023)

Yinchuan Li, Zhigang Li, Wenqian Li, Yunfeng Shao, Yan Zheng, Jianye Hao

Internship

• 2021.12 - 2022.08 Huawei Noah’s Ark Lab, AI Researcher
• 2021.10 - 2021.12 Tencent, Data Scientist

Teaching

• BT4014: Analytics Driven Design of Adaptive Systems
• MSBA Tutoring