| Iron-catalyzed arene C− H hydroxylation L Cheng, H Wang, H Cai, J Zhang, X Gong, W Han Science 374 (6563), 77-81, 2021 | 61 | 2021 |
| A threshold‐free summary index of prediction accuracy for censored time to event data Y Yuan, QM Zhou, B Li, H Cai, EJ Chow, GT Armstrong Statistics in medicine 37 (10), 1671-1681, 2018 | 20 | 2018 |
| Deep jump learning for off-policy evaluation in continuous treatment settings H Cai, C Shi, R Song, W Lu Advances in Neural Information Processing Systems 34, 15285-15300, 2021 | 14 | 2021 |
| Towards Trustworthy Explanation: On Causal Rationalization W Zhang, T Wu, Y Wang, Y Cai, H Cai arXiv preprint arXiv:2306.14115, 2023 | 8 | 2023 |
| CAPITAL: Optimal subgroup identification via constrained policy tree search H Cai, W Lu, R Marceau West, DV Mehrotra, L Huang Statistics in medicine 41 (21), 4227-4244, 2022 | 8 | 2022 |
| Jump interval-learning for individualized decision making H Cai, C Shi, R Song, W Lu arXiv preprint arXiv:2111.08885, 2021 | 6 | 2021 |
| Periodic-gp: Learning periodic world with gaussian process bandits H Cai, Z Cen, L Leng, R Song arXiv preprint arXiv:2105.14422, 2021 | 6 | 2021 |
| ANOCE: Analysis of causal effects with multiple mediators via constrained structural learning H Cai, R Song, W Lu International Conference on Learning Representations, 2020 | 6 | 2020 |
| On learning necessary and sufficient causal graphs H Cai, Y Wang, M Jordan, R Song Advances in Neural Information Processing Systems 36, 2024 | 5 | 2024 |
| Is Knowledge All Large Language Models Needed for Causal Reasoning? H Cai, S Liu, R Song arXiv preprint arXiv:2401.00139, 2023 | 4 | 2023 |
| On validation and planning of an optimal decision rule with application in healthcare studies H Cai, W Lu, R Song International Conference on Machine Learning, 1262-1270, 2020 | 4 | 2020 |
| Deep jump q-evaluation for offline policy evaluation in continuous action space H Cai, C Shi, R Song, W Lu | 4 | 2020 |
| Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning S Ye, H Cai, R Song Journal of the American Statistical Association, 1-20, 2023 | 3 | 2023 |
| Estimating ancient biogeographic patterns with statistical model discrimination TA Gates, H Cai, Y Hu, X Han, E Griffith, L Burgener, E Hyland, LE Zanno The Anatomical Record 306 (7), 1880-1895, 2023 | 3 | 2023 |
| On heterogeneous treatment effects in heterogeneous causal graphs RA Watson, H Cai, X An, S Mclean, R Song International Conference on Machine Learning, 36714-36747, 2023 | 2 | 2023 |
| Jump Interval-Learning for Individualized Decision Making with Continuous Treatments H Cai, C Shi, R Song, W Lu Journal of Machine Learning Research 24 (140), 1-92, 2023 | 2 | 2023 |
| How Much Does Home Field Advantage Matter in Soccer Games? A Causal Inference Approach for English Premier League Analysis K Price, H Cai, W Shen, G Hu arXiv preprint arXiv:2205.07193, 2022 | 2 | 2022 |
| CODA: Calibrated Optimal Decision Making with Multiple Data Sources and Limited Outcome H Cai, W Lu, R Song arXiv e-prints, arXiv: 2104.10554, 2021 | 2 | 2021 |
| Sequential Knockoffs for Variable Selection in Reinforcement Learning T Ma, H Cai, Z Qi, C Shi, EB Laber arXiv preprint arXiv:2303.14281, 2023 | 1 | 2023 |
| On Causal Rationalization W Zhang, T Wu, Y Wang, Y Cai, H Cai Workshop on Trustworthy and Socially Responsible Machine Learning, NeurIPS 2022, 2022 | 1 | 2022 |
