Peng Wu

Associate Professor, Beijing Technology and Business University

2 papers at NeurIPS 2025

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Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Learning Counterfactual Outcomes Under Rank Preservation

#2600 · Peng Wu, Haoxuan Li, Chunyuan Zheng, Yan Zeng, Jiawei Chen, Yang Liu, Ruocheng Guo, Kun Zhang

Learning the individualized treatment effects under the assumption of rank preservation.

Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Adaptive Data-Borrowing for Improving Treatment Effect Estimation using External Controls

#2600 · Qinwei Yang, Jingyi Li, Peng Wu

We propose a novel influence-based adaptive sample borrowing approach to enhance treatment effect estimation in RCTs by effectively incorporating external controls.