Peng Cui

Associate Professor, Department of Computer Science, Tsinghua University, Tsinghua University

Joined

July 2019

Names

Peng Cui

Emails

****@tsinghua.edu.cn (Confirmed)

Personal Links

Career & Education History

Associate Professor

Department of Computer Science, Tsinghua University, Tsinghua University (tsinghua.edu.cn)

Present

Advisors, Relations & Conflicts

PhD Advisor

Shiqiang Yang

2005 – 2010

Expertise

causal learning

2015 – 2030

algorithmic fairness

2015 – 2030

out-of-distribution

2015 – 2030

Publications

LimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence
Peng Cui
- OpenReview Archive Direct Upload
- Readers: Everyone
Scalable Bayesian Active Learning with Batch Acquisition under Distribution Shift
Hao Zou, Han Yu, Haotian Wang, Peng Cui
- Submitted to ICLR 2026
- Readers: Everyone
Adaptive Marginal Sensitivity with Limited RCT Data for CATE Estimation
Yikai Chen, Haotian Wang, Chunyuan Zheng, Yanghao Xiao, Hao Zou, Chao Wang, Xinwang Liu, Peng Cui
- Submitted to ICLR 2026
- Readers: Everyone
Identifying Outcome-Oriented Root Causes via Cross Regression
Haotian Wang, Hao Zou, Haoxuan Li, Yang Shi, Yuanxing Zhang, Kun Kuang, Wenjing Yang, Xinwang Liu, Peng Cui
- Submitted to ICLR 2026
- Readers: Everyone
TabPalooza: A Benchmark Odyssey for Tabular Model Evaluation
Li Mao, Xingxuan Zhang, Mingchao Hao, Yunjia Zhang, HaoYuan, Shuyang Li, Jiansheng Li, Yue He, Peng Cui
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Task-Aligned Attention Retrieval for Scaling Tabular Foundation Models
Jiansheng Li, Xingxuan Zhang, Jiawei Xu, Renzhe Xu, Peng Cui
- Submitted to ICLR 2026
- Readers: Everyone
RaBEL: Scale-Aware Radial-Basis Embeddings for Tabular Foundation Models
Yuanrui Wang, Xingxuan Zhang, Han Yu, Mingchao Hao, Gang Ren, Hao Yuan, Li Mao, Yunjia Zhang, Chun Yuan, Peng Cui
- Submitted to ICLR 2026
- Readers: Everyone
Environment Inference for Learning Generalizable Dynamical System
Shixuan Liu, Yue He, Haotian Wang, Wenjing Yang, Yunfei Wang, Peng Cui, Zhong Liu
- NeurIPS 2025 spotlight
- Readers: Everyone
Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph
Weihuang Zheng, Jiashuo Liu, Jiaxing Li, Jiayun Wu, Peng Cui, Youyong Kong
- ICML 2025 poster
- Readers: Everyone
Learning Feasible Causal Algorithmic Recourse: A Prior Structural Knowledge Free Approach
Haotian Wang, Hao Zou, Xueguang Zhou, Shangwen Wang, Wenjing Yang, Peng Cui
- WWW 2025 Poster
- Readers: Everyone

View all 143 publications

Co-Authors

View all 204 co-authors