Interactive Video Acquisition and Learning System for Motor Assessment of Parkinson’s Disease
Yunyue Wei, Bingquan Zhu, Chen Hou, Chen Zhang, Yanan Sui
International Joint Conference on Artificial Intelligence (IJCAI), 2021
ROIAL: Region of Interest Active Learning for Characterizing Exoskeleton Gait Preference Landscapes
Kejun Li, Maegan Tucker, Erdem Bıyık, Ellen Novoseller, Joel W Burdick, Yanan Sui, Dorsa Sadigh, Yisong Yue, Aaron D. Ames
International Conference on Robotics and Automation (ICRA), 2021
No-Regret Reinforcement Learning with Heavy-Tailed Rewards
Vincent Zhuang, Yanan Sui
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Deep Brain Stimulation Initiative: Towards Innovative Technology, New Disease Indications, and Approaches to Current and Future Clinical Challenges in Neuromodulation Therapy
Yanan Sui, Tian Ye, Wai Kin Daniel Ko, Zhiyan Wang, Fumin Jia, Andreas Horn, Dirk De Ridder, Ki Sueng Choi, Ausaf A Bari, Shouyan Wang, Clement Hamani, Kenneth Baker, Andre Machado, Tipu Z Aziz, Erich Talamoni Fonoff, Andrea A Kühn, Hagai Bergman, Terence David Sanger, Hesheng Liu, Suzanne Haber, Luming Li
Frontiers in Neurology, 2021
Parkinsonian Chinese Speech Analysis towards Automatic Classification of Parkinson's Disease
Hao Fang, Chen Gong, Chen Zhang, Yanan Sui, Luming Li
Machine Learning for Health, 2020
Chronically monitoring the deep brain rhythms: latest clinical progress
Yue Chen, Yanan Sui, Chen Gong, Bozhi Ma, Hongwei Hao, Luming Li
Science Bulletin, 2020
Safe Reinforcement Learning in Constrained Markov Decision Processes
Akifumi Wachi, Yanan Sui
International Conference on Machine Learning (ICML), 2020
Dueling Posterior Sampling for Preference-Based Reinforcement Learning
Ellen Novoseller, Yibing Wei, Yanan Sui, Yisong Yue, Joel Burdick
Conference on Uncertainty in Artificial Intelligence (UAI), 2020
Preference-Based Learning for Exoskeleton Gait Optimization
Maegan Tucker, Ellen Novoseller, Claudia Kann, Yanan Sui, Yisong Yue, Joel Burdick, Aaron D. Ames
International Conference on Robotics and Automation (ICRA), 2020
Best Conference Paper Award
Best Paper Award on Human-Robot Interaction
Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation
Bingquan Zhu, Hao Fang, Yanan Sui, Luming Li
AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES), 2020
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation
Chien-Yi Chang, De-An Huang, Yanan Sui, Li Fei-Fei, Juan Carlos Niebles
In IEEE Computer Vision and Pattern Recognition (CVPR), 2019
Motor Control after Human SCI through Activation of Muscle Synergies under Spinal Cord Stimulation
Richard Cheng, Yanan Sui, Dimitry Sayenko, Joel Burdick
In IEEE Trans on Neural Systems and Rehabilitation Engineering, 2019
Automatic Sleep Stage Classification Based on Subthalamic Local Field Potentials
Yue Chen, Chen Gong, Hongwei Hao, Yi Guo, Shujun Xu, Yuhuan Zhang, Guoping Yin, Xin Cao, Anchao Yang, Fangang Meng, Jingying Ye, Hesheng Liu, Jianguo Zhang, Yanan Sui*, Luming Li* （* corresponding authors）
In IEEE Trans on Neural Systems and Rehabilitation Engineering, 2019
On Muscle Activation for Improving Robotic Rehabilitation after Spinal Cord Injury
Richard Cheng, Yanan Sui, Dimitry Sayenko, Joel Burdick
In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018
Stagewise Safe Bayesian Optimization with Gaussian Processes
Yanan Sui, Vincent Zhuang, Joel Burdick, Yisong Yue
In International Conference on Machine Learning (ICML), 2018
Advancements in Dueling Bandits
Yanan Sui, Masrour Zoghi, Katja Hofmann, Yisong Yue
In International Joint Conference on Artificial Intelligence (IJCAI), 2018
Safe Exploration and Optimization of Constrained MDPs using Gaussian Processes
Akifumi Wachi, Yanan Sui, Yisong Yue, Masahiro Ono
In AAAI Conference on Artificial Intelligence (AAAI), 2018
Quantifying performance of bipedal standing with multi-channel EMG
Yanan Sui, Kun ho Kim, Joel Burdick
In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2017
Correlational dueling bandits with application to clinical treatment in large decision spaces
Yanan Sui, Yisong Yue, Joel Burdick
In International Joint Conference on Artificial Intelligence (IJCAI), 2017
Multi-dueling bandits with dependent arms
Yanan Sui, Vincent Zhuang, Joel Burdick, Yisong Yue
In Conference on Uncertainty in Artificial Intelligence (UAI), 2017
Safe Exploration for Optimization with Gaussian Processes
Yanan Sui, Alkis Gotovos, Joel Burdick, Andreas Krause
In International Conference on Machine Learning (ICML), 2015
Clinical online recommendation with subgroup rank feedback
Yanan Sui, Joel Burdick
In ACM Conference on Recommender systems (Recsys), 2014
Tonotopic reorganization and spontaneous firing in inferior colliculus during both short and long recovery periods after noise overexposure
Feng Wang, Li Zuo, Bo Hong, Dongyi Han, Ethan M Range, Lingyun Zhao, Yanan Sui, Weiwei Guo and Liangfa Liu
Journal of Biomedical Science 2013, 20:91
Axon position within the corpus callosum determines contralateral cortical projection
Jing Zhou, Yunqing Wen, Liang She, Yanan Sui, Lu Liu, Linda J. Richards, and Mu-ming Poo
Proceedings of the National Academy of Sciences (PNAS) 110.29 (2013): E2714-E2723
Forward transport of proteins in the plasma membrane of migrating cerebellar granule cells
Dong Wang, Liang She, Yanan Sui, Xiao-bing Yuan, Yunqing Wen and Mu-ming Poo
Proceedings of the National Academy of Sciences (PNAS) 109.51 (2012): E3558-E3567
