Xinshuai Dong

PhD student, Carnegie Mellon University

Joined

February 2020

Names

Xinshuai Dong (Preferred)

Emails

****@outlook.com (Confirmed)

Personal Links

Career & Education History

PhD student

Carnegie Mellon University (cmu.edu)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

PhD Advisor

2022 – Present

Expertise

Causal Discovery

Present

Machine Learning

Present

Publications

The Power of Order: Fooling LLMs with Adversarial Table Permutation
Xinshuai Dong, Zhengzhang Chen, Xuyuan Liu, Shaoan Xie, Kun Zhang, Haifeng Chen
- Submitted to ICLR 2026
- Readers: Everyone
Step-Aware Policy Optimization for Reasoning in Diffusion Large Language Models
Shaoan Xie, Lingjing Kong, Xiangchen Song, Xinshuai Dong, Guangyi Chen, Eric P. Xing, Kun Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Identifying Partially Observed Causal Models from Heterogeneous/Nonstationary Data
Xinshuai Dong, Haoyue Dai, Ignavier Ng, Peter Spirtes, Kun Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Score-based Greedy Search for Structure Identification of Partially Observed Causal Models
Xinshuai Dong, Ignavier Ng, Haoyue Dai, Jiaqi Sun, Xiangchen Song, Peter Spirtes, Kun Zhang
- ICLR 2026 Poster
- Readers: Everyone
A Sample Efficient Conditional Independence Test in the Presence of Discretization
Boyang Sun, Yu Yao, Xinshuai Dong, Zongfang Liu, Tongliang Liu, Yumou Qiu, Kun Zhang
- ICML 2025 poster
- Readers: Everyone
Latent Variable Causal Discovery under Selection Bias
Haoyue Dai, Yiwen Qiu, Ignavier Ng, Xinshuai Dong, Peter Spirtes, Kun Zhang
- ICML 2025 poster
- Readers: Everyone
Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
Xinshuai Dong, Ignavier Ng, Boyang Sun, Haoyue Dai, Guang-Yuan Hao, Shunxing Fan, Peter Spirtes, Yumou Qiu, Kun Zhang
- ICML 2025 poster
- Readers: Everyone
Causal Representation Learning from General Environments under Nonparametric Mixing
Ignavier Ng, Shaoan Xie, Xinshuai Dong, Peter Spirtes, Kun Zhang
- AISTATS 2025 Poster
- Readers: Everyone
Type Information-Assisted Self-Supervised Knowledge Graph Denoising
Jiaqi Sun, Yujia Zheng, Xinshuai Dong, Haoyue Dai, Kun Zhang
- AISTATS 2025 Poster
- Readers: Everyone
Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
Xinshuai Dong, Ignavier Ng, Boyang Sun, Haoyue Dai, Guang-Yuan Hao, Shunxing Fan, Peter Spirtes, Yumou Qiu, Kun Zhang
- Submitted to ICLR 2025
- Readers: Everyone

View all 28 publications

Co-Authors

View all 49 co-authors