| Deep learning for case-based reasoning through prototypes: A neural network that explains its predictions O Li*, H Liu*, C Chen, C Rudin Thirty-Second AAAI Conference on Artificial Intelligence, 2018 | 665 | 2018 |
| Alice: Towards understanding adversarial learning for joint distribution matching C Li, H Liu, C Chen, Y Pu, L Chen, R Henao, L Carin NIPS, 2017 | 284 | 2017 |
| Triangle Generative Adversarial Networks Z Gan, L Chen, W Wang, Y Pu, Y Zhang, H Liu, C Li, L Carin arXiv preprint arXiv:1709.06548, 2017 | 162 | 2017 |
| Towards more practical stochastic gradient mcmc in differential privacy B Li, C Chen, H Liu, L Carin Artificial Intelligence and Statistics (AISTATS), 2019 | 51* | 2019 |
| Out-of-distribution Prediction with Invariant Risk Minimization: The Limitation and An Effective Fix R Guo, P Zhang, H Liu, E Kiciman arXiv preprint arXiv:2101.07732, 2021 | 39 | 2021 |
| Triply Robust Off-Policy Evaluation H Liu, A Anandkumar, Y Yue, A Liu arXiv preprint arXiv:1911.05811, 2019 | 9 | 2019 |
| Disentangling Observed Causal Effects from Latent Confounders using Method of Moments A Liu*, H Liu*, T Li*, S Karimi-Bidhendi, Y Yue, A Anandkumar arXiv preprint arXiv:2101.06614 NeurIPS 2019 CausalML Workshop, 2021 | 5 | 2021 |
| Scaling Fair Learning to Hundreds of Intersectional Groups E Zhao, DA Huang, H Liu, Z Yu, A Liu, O Russakovsky, A Anandkumar | 4 | 2022 |
| Uncertainty Calibration for Tool-Using Language Agents H Liu, ZY Dou, Y Wang, N Peng, Y Yue Findings of the Association for Computational Linguistics: EMNLP 2024, 16781 …, 2024 | | 2024 |
| Beyond Numeric Awards: In-Context Dueling Bandits with LLM Agents F Xia, H Liu, Y Yue, T Li arXiv preprint arXiv:2407.01887, 2024 | | 2024 |
| Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual Bandits Y Guo*, H Liu*, Y Yue, A Liu TMLR 2024, 2024 | | 2024 |
| Disentangling Linear Quadratic Control with Untrusted ML Predictions T Li, H Liu, Y Yue The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | | 2024 |
