Cai, Hengrui

10 publications

TMLR 2025 Where to Intervene: Action Selection in Deep Reinforcement Learning Wenbo Zhang, Hengrui Cai

JMLR 2023 Jump Interval-Learning for Individualized Decision Making with Continuous Treatments Hengrui Cai, Chengchun Shi, Rui Song, Wenbin Lu

ICML 2023 On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs Richard A Watson, Hengrui Cai, Xinming An, Samuel Mclean, Rui Song

NeurIPS 2023 On Learning Necessary and Sufficient Causal Graphs Hengrui Cai, Yixin Wang, Michael I. Jordan, Rui Song

ICML 2023 Towards Trustworthy Explanation: On Causal Rationalization Wenbo Zhang, Tong Wu, Yunlong Wang, Yong Cai, Hengrui Cai

NeurIPSW 2022 On Causal Rationalization Wenbo Zhang, Tong Wu, Yunlong Wang, Yong Cai, Hengrui Cai

NeurIPSW 2022 On Causal Rationalization Wenbo Zhang, Tong Wu, Yunlong Wang, Yong Cai, Hengrui Cai

ICLR 2021 ANOCE: Analysis of Causal Effects with Multiple Mediators via Constrained Structural Learning Hengrui Cai, Rui Song, Wenbin Lu

NeurIPS 2021 Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings Hengrui Cai, Chengchun Shi, Rui Song, Wenbin Lu

ICML 2020 On Validation and Planning of an Optimal Decision Rule with Application in Healthcare Studies Hengrui Cai, Wenbin Lu, Rui Song