| Safe exploration for optimization with Gaussian processes Y Sui, A Gotovos, JW Burdick, A Krause International Conference on Machine Learning (ICML) 37, 997-1005, 2015 | 438 | 2015 |
| D3TW: Discriminative differentiable dynamic time warping for weakly supervised action alignment and segmentation CY Chang, DA Huang, Y Sui, L Fei-Fei, JC Niebles IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 3546-3555, 2019 | 189 | 2019 |
| Safe Reinforcement Learning in Constrained Markov Decision Processes A Wachi, Y Sui International Conference on Machine Learning (ICML), 2020 | 180 | 2020 |
| Stagewise safe bayesian optimization with Gaussian processes Y Sui, V Zhuang, JW Burdick, Y Yue International Conference on Machine Learning (ICML), 2018 | 171 | 2018 |
| Safe exploration and optimization of constrained MDPs using Gaussian processes A Wachi, Y Sui, Y Yue, M Ono AAAI Conference on Artificial Intelligence (AAAI), 2018 | 151 | 2018 |
| Preference-Based Learning for Exoskeleton Gait Optimization M Tucker, E Novoseller, C Kann, Y Sui, Y Yue, J Burdick, AD Ames International Conference on Robotics and Automation (ICRA), 2020 | 107 | 2020 |
| Axon position within the corpus callosum determines contralateral cortical projection J Zhou, Y Wen, L She, Y Sui, L Liu, LJ Richards, M Poo Proceedings of the National Academy of Sciences (PNAS) 110 (29), E2714-E2723, 2013 | 105 | 2013 |
| Multi-dueling bandits with dependent arms Y Sui, V Zhuang, JW Burdick, Y Yue Conference on Uncertainty in Artificial Intelligence (UAI), 2017 | 89 | 2017 |
| Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation B Zhu, H Fang, Y Sui, L Li AAAI/ACM Conference on AI, Ethics, and Society (AIES), 414-420, 2020 | 78 | 2020 |
| Advancements in Dueling Bandits. Y Sui, M Zoghi, K Hofmann, Y Yue International Joint Conference on Artificial Intelligence (IJCAI), 5502-5510, 2018 | 70 | 2018 |
| Dueling posterior sampling for preference-based reinforcement learning ER Novoseller, Y Wei, Y Sui, Y Yue, JW Burdick Conference on Uncertainty in Artificial Intelligence (UAI), 2020 | 59 | 2020 |
| Confidence-Aware Imitation Learning from Demonstrations with Varying Optimality S Zhang, Z Cao, D Sadigh, Y Sui Neural Information Processing Systems (NeurIPS), 2021 | 54 | 2021 |
| Automatic Sleep Stage Classification Based on Subthalamic Local Field Potentials Y Chen, C Gong, H Hao, Y Guo, S Xu, Y Zhang, G Yin, X Cao, A Yang, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (2 …, 2019 | 52 | 2019 |
| Deep Brain Stimulation Initiative: Toward Innovative Technology, New Disease Indications, and Approaches to Current and Future Clinical Challenges in Neuromodulation Therapy Y Sui, Y Tian, WKD Ko, Z Wang, F Jia, A Horn, D De Ridder, KS Choi, ... Frontiers in Neurology 11, 2021 | 41 | 2021 |
| ROIAL: Region of Interest Active Learning for Characterizing Exoskeleton Gait Preference Landscapes K Li, M Tucker, E Bıyık, E Novoseller, JW Burdick, Y Sui, D Sadigh, Y Yue, ... International Conference on Robotics and Automation (ICRA), 2021 | 39 | 2021 |
| Motor Control After Human SCI Through Activation of Muscle Synergies Under Spinal Cord Stimulation R Cheng, Y Sui, D Sayenko, JW Burdick IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (6 …, 2019 | 30 | 2019 |
| Tonotopic reorganization and spontaneous firing in inferior colliculus during both short and long recovery periods after noise overexposure F Wang, L Zuo, B Hong, D Han, EM Range, L Zhao, Y Sui, W Guo, L Liu Journal of Biomedical Science 20 (1), 91, 2013 | 25 | 2013 |
| Correlational dueling bandits with application to clinical treatment in large decision spaces Y Sui, Y Yue, JW Burdick International Joint Conference on Artificial Intelligence (IJCAI), 2017 | 23 | 2017 |
| Clinical online recommendation with subgroup rank feedback Y Sui, J Burdick ACM Conference on Recommender Systems (RecSys), 289-292, 2014 | 16 | 2014 |
| Deep brain–machine interfaces: sensing and modulating the human deep brain Y Sui, H Yu, C Zhang, Y Chen, C Jiang, L Li National Science Review 9 (10), nwac212, 2022 | 15 | 2022 |
Yisong YueCalifornia Institute of Technology; Asari AI; Latitude AIVerified email at caltech.edu
