| Robust model predictive shielding for safe reinforcement learning with stochastic dynamics S Li, O Bastani 2020 IEEE International Conference on Robotics and Automation (ICRA), 7166-7172, 2020 | 95 | 2020 |
| Moment: A family of open time-series foundation models M Goswami, K Szafer, A Choudhry, Y Cai, S Li, A Dubrawski The Forty-Second International Conference on Machine Learning (ICML 2024), 2024 | 90 | 2024 |
| Safe Reinforcement Learning via Statistical Model Predictive Shielding. O Bastani, S Li, A Xu Robotics: Science and Systems, 1-13, 2021 | 42 | 2021 |
| Learning safe unlabeled multi-robot planning with motion constraints A Khan, C Zhang, S Li, J Wu, B Schlotfeldt, SY Tang, A Ribeiro, O Bastani, ... 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019 | 41 | 2019 |
| PAC confidence predictions for deep neural network classifiers S Park, S Li, I Lee, O Bastani The Ninth International Conference on Learning Representations (ICLR 2021), 2020 | 34 | 2020 |
| Pac-wrap: Semi-supervised pac anomaly detection S Li, X Ji, E Dobriban, O Sokolsky, I Lee Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 15 | 2022 |
| TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction S Li, S Park, I Lee, O Bastani 2024 Annual Conference of the North American Chapter of the Association for …, 2024 | 13* | 2024 |
| Advancing glaucoma care: integrating artificial intelligence in diagnosis, management, and progression detection Y Zhu, R Salowe, C Chow, S Li, O Bastani, JM O’Brien Bioengineering 11 (2), 122, 2024 | 13 | 2024 |
| Uncertainty in language models: Assessment through rank-calibration X Huang, S Li, M Yu, M Sesia, H Hassani, I Lee, O Bastani, E Dobriban The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024 | 12 | 2024 |
| Angelic patches for improving third-party object detector performance W Si, S Li, S Park, I Lee, O Bastani Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 6 | 2023 |
| Towards PAC Multi-Object Detection and Tracking S Li, S Park, X Ji, I Lee, O Bastani 2022 ICML Workshop on Distribution-Free Uncertainty Quantification, 2022 | 5 | 2022 |
| Conformalized credal regions for classification with ambiguous ground truth M Caprio, D Stutz, S Li, A Doucet arXiv preprint arXiv:2411.04852, 2024 | 2 | 2024 |
| One-Shot Safety Alignment for Large Language Models via Optimal Dualization X Huang, S Li, E Dobriban, O Bastani, H Hassani, D Ding The Thirty-Eighth Annual Conference on Neural Information Processing Systems …, 2024 | 2 | 2024 |
| REDO: Execution-Free Runtime Error Detection for COding Agents S Li, A Kan, L Callot, B Bhasker, MS Rashid, TB Esler arXiv preprint arXiv:2410.09117, 2024 | | 2024 |
| Conformal Structured Prediction B Zhang, S Li, O Bastani ICLR 2025, 2024 | | 2024 |
Osbert BastaniUniversity of PennsylvaniaVerified email at seas.upenn.edu
