Wu, Anpeng

13 publications

ICLR 2025 Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference Anpeng Wu, Haiyi Qiu, Zhengming Chen, Zijian Li, Ruoxuan Xiong, Fei Wu, Kun Zhang

ICML 2025 Generalizing Causal Effects from Randomized Controlled Trials to Target Populations Across Diverse Environments Baohong Li, Yingrong Wang, Anpeng Wu, Ming Ma, Ruoxuan Xiong, Kun Kuang

ICML 2025 Invariant Deep Uplift Modeling for Incentive Assignment in Online Marketing via Probability of Necessity and Sufficiency Zexu Sun, Qiyu Han, Hao Yang, Anpeng Wu, Minqin Zhu, Dugang Liu, Chen Ma, Yunpeng Weng, Xing Tang, Xiuqiang He

ICML 2025 Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation Minqin Zhu, Zexu Sun, Ruoxuan Xiong, Anpeng Wu, Baohong Li, Caizhi Tang, Jun Zhou, Fei Wu, Kun Kuang

ICML 2024 A Generative Approach for Treatment Effect Estimation Under Collider Bias: From an Out-of-Distribution Perspective Baohong Li, Haoxuan Li, Anpeng Wu, Minqin Zhu, Shiyuan Peng, Qingyu Cao, Kun Kuang

AAAI 2024 Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation Minqin Zhu, Anpeng Wu, Haoxuan Li, Ruoxuan Xiong, Bo Li, Xiaoqing Yang, Xuan Qin, Peng Zhen, Jiecheng Guo, Fei Wu, Kun Kuang

ICML 2024 Learning Causal Relations from Subsampled Time Series with Two Time-Slices Anpeng Wu, Haoxuan Li, Kun Kuang, Zhang Keli, Fei Wu

NeurIPS 2024 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

ICML 2024 Learning Shadow Variable Representation for Treatment Effect Estimation Under Collider Bias Baohong Li, Haoxuan Li, Ruoxuan Xiong, Anpeng Wu, Fei Wu, Kun Kuang

ICML 2024 Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference Under Latent Confounding and Collider Bias Baohong Li, Anpeng Wu, Ruoxuan Xiong, Kun Kuang

AAAI 2023 Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Minqing Zhu, Yuxuan Liu, Bo Li, Furui Liu, Zhihua Wang, Fei Wu

ICML 2023 Stable Estimation of Heterogeneous Treatment Effects Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Bo Li, Fei Wu

ICML 2022 Instrumental Variable Regression with Confounder Balancing Anpeng Wu, Kun Kuang, Bo Li, Fei Wu