| 2025 | ICML | Data-Driven Selection of Instrumental Variables for Additive Nonlinear, Constant Effects Models. | Xichen Guo, Feng Xie, Yan Zeng, Hao Zhang, Zhi Geng |
| 2025 | ICML | Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness. | Haoxuan Li, Zeyu Tang, Zhichao Jiang, Zhuangyan Fang, Yue Liu, Zhi Geng, Kun Zhang |
| 2025 | ICML | Local Identifying Causal Relations in the Presence of Latent Variables. | Zheng Li, Zeyu Liu, Feng Xie, Hao Zhang, Chunchen Liu, Zhi Geng |
| 2025 | ICML | Causal Attribution Analysis for Continuous Outcomes. | Shanshan Luo, Yixuan Yu, Chunchen Liu, Feng Xie, Zhi Geng |
| 2024 | ICLR | Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference. | Haoxuan Li, Chunyuan Zheng, Sihao Ding, Peng Wu, Zhi Geng, Fuli Feng, Xiangnan He |
| 2024 | ICLR | Debiased Collaborative Filtering with Kernel-Based Causal Balancing. | Haoxuan Li, Chunyuan Zheng, Yanghao Xiao, Peng Wu, Zhi Geng, Xu Chen, Peng Cui |
| 2024 | ICML | Automating the Selection of Proxy Variables of Unmeasured Confounders. | Feng Xie, Zhengming Chen, Shanshan Luo, Wang Miao, Ruichu Cai, Zhi Geng |
| 2024 | ICML | Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering. | Haoxuan Li, Chunyuan Zheng, Shuyi Wang, Kunhan Wu, Eric Hao Wang, Peng Wu, Zhi Geng, Xu Chen, Xiao-Hua Zhou |
| 2024 | ICML | Local Causal Structure Learning in the Presence of Latent Variables. | Feng Xie, Zheng Li, Peng Wu, Yan Zeng, Chunchen Liu, Zhi Geng |
| 2023 | ICML | Trustworthy Policy Learning under the Counterfactual No-Harm Criterion. | Haoxuan Li, Chunyuan Zheng, Yixiao Cao, Zhi Geng, Yue Liu, Peng Wu |
| 2023 | UAI | 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 |
| 2022 | ICML | Identification of Linear Non-Gaussian Latent Hierarchical Structure. | Feng Xie, Biwei Huang, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang |
| 2020 | UAI | Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects. | Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng |
| 2007 | ICCSA | A Novel Real Time Method of Signal Strength Based Indoor Localization. | Letian Ye, Zhi Geng, Lingzhou Xue, Zhihai Liu |
| 2007 | PAKDD | Structural Learning About Independence Graphs from Multiple Databases. | Qiang Zhao, Hua Chen, Zhi Geng |
| 2006 | ISNN | Combination of Network Construction and Cluster Analysis and Its Application to Traditional Chinese Medicine. | Mingfeng Wang, Zhi Geng, Miqu Wang, Feng Chen, Weijun Ding, Ming Liu |
| 2006 | SSPR | Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection. | Jinzhu Jia, Zhi Geng, Mingfeng Wang |
| 2005 | ADMA | An Approach to Mining Local Causal Relationships from Databases. | Yang Bo He, Zhi Geng, Xun Liang |
| 2005 | ALT | Learning Causal Structures Based on Markov Equivalence Class. | Yang Bo He, Zhi Geng, Xun Liang |