Yangbo He

Associate Professor, Math, Peking University

Joined

September 2021

Names

Yangbo He (Preferred)

Emails

****@math.pku.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Math, Peking University (pku.edu.cn)

2010 – Present

Advisors, Relations & Conflicts

PhD Advisor

geng zhi

2001 – 2004

Expertise

causal inference

graphical models

2010 – Present

Publications

VACT: A Video Automatic Causal Testing System and a Benchmark
Haotong Yang, Yunjian Gao, Yongkun Yang, Qingyuan Zheng, Yansheng Mao, Yangbo He, Zhouchen Lin, Muhan Zhang
- Submitted to ICLR 2026
- Readers: Everyone
VACT: A Video Automatic Causal Testing System and a Benchmark
Haotong Yang, Qingyuan Zheng, Yunjian Gao, Yongkun Yang, Yangbo He, Zhouchen Lin, Muhan Zhang
- SCSL @ ICLR 2025
- Readers: Everyone
Local causal network learning for finding pairs of total and direct effects
Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng, Chunchen LIU
- 15 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Causal inference with outcomes truncated by death in multiarm studies
Shanshan Luo, Wei Li, Yangbo He
- 14 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Causal discovery of 1-factor measurement models in linear latent variable models with arbitrary noise distributions
Feng Xie, Yan Zeng, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang
- Mar 2023 (modified: 18 Apr 2023)
- Neurocomputing 2023
- Readers: Everyone
Conditional Counterfactual Causal Effect for Individual Attribution
Ruiqi Zhao, lei zhang, Shengyu Zhu, Zitong Lu, Zhenhua Dong, Chaoliang Zhang, Jun Xu, Zhi Geng, Yangbo He
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
A local method for identifying causal relations under Markov equivalence
Zhuangyan Fang, Yue Liu, Zhi Geng, Shengyu Zhu, Yangbo He
- 2022 (modified: 10 Jun 2022)
- Artif. Intell. 2022
- Readers: Everyone
Testability of Instrumental Variables in Linear Non-Gaussian Acyclic Causal Models
Feng Xie, Yangbo He, Zhi Geng, Zhengming Chen, Ru Hou, Kun Zhang
- 2022 (modified: 18 Apr 2023)
- Entropy 2022
- Readers: Everyone
Identification of Linear Non-Gaussian Latent Hierarchical Structure
Feng Xie, Biwei Huang, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang
- 2022 (modified: 18 Apr 2023)
- ICML 2022
- Readers: Everyone
On the Representation of Causal Background Knowledge and its Applications in Causal Inference
Zhuangyan Fang, Ruiqi Zhao, Yue Liu, Yangbo He
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone

View all 19 publications

Co-Authors

View all 33 co-authors