He, Yangbo

8 publications

JMLR 2025 On the Representation of Pairwise Causal Background Knowledge and Its Applications in Causal Inference Zhuangyan Fang, Ruiqi Zhao, Yue Liu, Yangbo He

ICLRW 2025 VACT: A Video Automatic Causal Testing System and a Benchmark Haotong Yang, Qingyuan Zheng, Yunjian Gao, Yongkun Yang, Yangbo He, Zhouchen Lin, Muhan Zhang

UAI 2023 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

ICML 2022 Identification of Linear Non-Gaussian Latent Hierarchical Structure Feng Xie, Biwei Huang, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang

UAI 2020 Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng

UAI 2020 IDA with Background Knowledge Zhuangyan Fang, Yangbo He

JMLR 2020 Local Causal Network Learning for Finding Pairs of Total and Direct Effects Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng, Chunchen Liu

JMLR 2015 Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs Yangbo He, Jinzhu Jia, Bin Yu