OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Zhengming Chen
Assistant Professor, Department of Computer Science and Technology, Shantou University
Joined
February 2023
Names
Zhengming Chen
(Preferred)
,
zhengming Chen
Emails
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
ORCID
Career & Education History
Assistant Professor
Department of Computer Science and Technology,
Shantou University
(stu.edu.cn)
2025
–
2029
Advisors, Relations & Conflicts
Coauthor
Feng Xie
Present
Coauthor
Jie Qiao
Present
Coauthor
Ruichu Cai
Present
PhD Advisor
Zhifeng Hao
Present
Coauthor
Kun Zhang
Present
Expertise
Causal Discovery
Present
Latent variable model
Present
Publications
Conditional Independent Component Analysis for Estimating Causal Structure with Latent Variables
Yewei Xia
,
Zhengming Chen
,
Haoyue Dai
,
Fuhong Wang
,
Yixin Ren
,
Yiqing Li
,
Kun Zhang
,
Shuigeng Zhou
ICLR 2026 Poster
Readers:
Everyone
Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism
Ruichu Cai
,
Kaitao Zheng
,
Junxian Huang
,
Zijian Li
,
Zhengming Chen
,
Boyan Xu
,
Zhifeng Hao
CoRR 2025
Readers:
Everyone
Testing Conditional Independence Between Latent Variables by Independence Residuals
Zhengming Chen
,
Jie Qiao
,
Feng Xie
,
Ruichu Cai
,
Zhifeng Hao
,
Keli Zhang
IEEE Trans. Neural Networks Learn. Syst. 2025
Readers:
Everyone
Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations
Zhengming Chen
,
Yewei Xia
,
Feng Xie
,
Jie Qiao
,
Zhifeng Hao
,
Ruichu Cai
,
Kun Zhang
ICML 2025 poster
Readers:
Everyone
Extracting Rare Dependence Patterns via Adaptive Sample Reweighting
Yiqing Li
,
Yewei Xia
,
Xiaofei Wang
,
Zhengming Chen
,
Liuhua Peng
,
Mingming Gong
,
Kun Zhang
ICML 2025 poster
Readers:
Everyone
Rank Constraints of High-Order Cumulants for Learning Linear Non-Gaussian Latent Polytree
Ruichu Cai
,
Ying Shen
,
Zhengming Chen
,
Feng Xie
,
Yu Xiang
,
Zhifeng Hao
CSCWD 2025
Readers:
Everyone
Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
Anpeng Wu
,
Haiyi Qiu
,
Zhengming Chen
,
Zijian Li
,
Ruoxuan Xiong
,
Fei Wu
,
Kun Zhang
ICLR 2025
Readers:
Everyone
Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
Anpeng Wu
,
Haiyi Qiu
,
Zhengming Chen
,
Zijian Li
,
Ruoxuan Xiong
,
Fei Wu
,
Kun Zhang
ICLR 2025 Poster
Readers:
Everyone
Learning Discrete Latent Variable Structures with Tensor Rank Conditions
Zhengming Chen
,
Ruichu Cai
,
Feng Xie
,
Jie Qiao
,
Anpeng Wu
,
Zijian Li
,
Zhifeng Hao
,
Kun Zhang
NeurIPS 2024 poster
Readers:
Everyone
Automating the Selection of Proxy Variables of Unmeasured Confounders
Feng Xie
,
Zhengming Chen
,
Shanshan Luo
,
Wang Miao
,
Ruichu Cai
,
Zhi Geng
ICML 2024 Spotlight
Readers:
Everyone
View all 26 publications
Co-Authors
Aimin Yang
Anpeng Wu
Biwei Huang
Boyan Xu
Clark Glymour
Dong Zhou
Fei Wu
Feng Xie
Fuhong Wang
Guangyi Chen
Haiqin Huang
Haiyi Qiu
Haoyue Dai
Hongyan Wu
Jianhua Yu
Jie Qiao
Junxian Huang
Kaitao Zheng
Keli Zhang
Kun Zhang
Lianxi Wang
Liuhua Peng
Mingming Gong
Nankai Lin
Ru Hou
View all 47 co-authors