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Zhengming Chen

10 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

ICML ×3AAAI ×2ICLR ×2IJCAI ×2NeurIPS ×1

Frequent coauthors

Ruichu Cai
×6
Zhifeng Hao
×6
Kun Zhang
×5
Feng Xie
×4
Jie Qiao
×4
Zijian Li
×3
Anpeng Wu
×2
Yewei Xia
×2
Haiyi Qiu
×1
Ruoxuan Xiong
×1
Fei Wu
×1
Kaitao Zheng
×1

Papers

  1. Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
    ICLR 2025 ·
    Anpeng Wu
    ,
    Haiyi Qiu
    , Zhengming Chen,
    Zijian Li
    ,
    Ruoxuan Xiong
    ,
    Fei Wu
    ,
    Kun Zhang
  2. Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism
    IJCAI 2025 ·
    Ruichu Cai
    ,
    Kaitao Zheng
    ,
    Junxian Huang
    ,
    Zijian Li
    , Zhengming Chen,
    Boyan Xu
    ,
    Zhifeng Hao
  3. Conditional Independent Test in the Presence of Measurement Error with Causal Structure Learning
    IJCAI 2025 ·
    Hongbin Zhang
    ,
    Kezhou Chen
    ,
    Nankai Lin
    ,
    Aimin Yang
    ,
    Zhifeng Hao
    , Zhengming Chen
  4. Extracting Rare Dependence Patterns via Adaptive Sample Reweighting
    ICML 2025 ·
    Yiqing Li
    ,
    Yewei Xia
    ,
    Xiaofei Wang
    , Zhengming Chen,
    Liuhua Peng
    ,
    Mingming Gong
    ,
    Kun Zhang
  5. Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations
    ICML 2025 · Zhengming Chen,
    Yewei Xia
    ,
    Feng Xie
    ,
    Jie Qiao
    ,
    Zhifeng Hao
    ,
    Ruichu Cai
    ,
    Kun Zhang
  6. Automating the Selection of Proxy Variables of Unmeasured Confounders
    ICML 2024 ·
    Feng Xie
    , Zhengming Chen,
    Shanshan Luo
    ,
    Wang Miao
    ,
    Ruichu Cai
    ,
    Zhi Geng
  7. Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis
    AAAI 2024 ·
    Jie Qiao
    ,
    Yu Xiang
    , Zhengming Chen,
    Ruichu Cai
    ,
    Zhifeng Hao
  8. Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model
    AAAI 2024 ·
    Jie Qiao
    , Zhengming Chen,
    Jianhua Yu
    ,
    Ruichu Cai
    ,
    Zhifeng Hao
  9. Learning Discrete Latent Variable Structures with Tensor Rank Conditions
    NeurIPS 2024 · Zhengming Chen,
    Ruichu Cai
    ,
    Feng Xie
    ,
    Jie Qiao
    ,
    Anpeng Wu
    ,
    Zijian Li
    ,
    Zhifeng Hao
    ,
    Kun Zhang
  10. Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability
    ICLR 2024 ·
    Songyao Jin
    ,
    Feng Xie
    ,
    Guangyi Chen
    ,
    Biwei Huang
    , Zhengming Chen,
    Xinshuai Dong
    ,
    Kun Zhang