眭亚楠 Sui, Yanan
助理教授，博士生导师
清华大学航天航空学院
神经调控技术国家工程实验室
地址：清华大学航天航空学院，蒙民伟科技大楼N-623室
邮箱：ysui@tsinghua.edu.cn
网站：www.yanansui.com
教育背景2006 - 2010，清华大学，生物医学工程，学士
2011 - 2016，加州理工学院，计算与神经系统（计算与应用数学），博士
工作履历2019至今，清华大学，航空宇航工程，助理教授
2018 - 2019，斯坦福大学，计算机科学，博士后
2016 - 2018，加州理工学院，计算与应用数学，博士后
2010 - 2011，中科院神经所，系统神经科学，研究助理
学术兼职担任以下会议和期刊的程序委员/审稿人：
AAAI, ACML, AISTATS, CVPR, ECCV, ICCV, ICLR, ICML, ICRA, IJCAI, IROS, NIPS/NeurIPS
IEEE Journal of Biomedical and Health Informatics
IEEE Journal of Translational Engineering in Health and Medicine
Journal of Machine Learning Research
Neural Computation
担任《生物医学工程学杂志》编委。
研究领域医疗人工智能、机器学习、神经工程、机器人技术

研究概况主要研究人工智能方法及其在临床神经调控和机器人控制领域的应用。

学术成果1. 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
2. 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
3. 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
4. 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
5. Stagewise Safe Bayesian Optimization with Gaussian Processes
Yanan Sui, Vincent Zhuang, Joel Burdick, Yisong Yue
In International Conference on Machine Learning (ICML), 2018
6. Advancements in Dueling Bandits
Yanan Sui, Masrour Zoghi, Katja Hofmann, Yisong Yue
In International Joint Conference on Artificial Intelligence (IJCAI), 2018
7. 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
8. 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
9. 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
10. Multi-dueling bandits with dependent arms
Yanan Sui, Vincent Zhuang, Joel Burdick, Yisong Yue
In Conference on Uncertainty in Artificial Intelligence (UAI), 2017
11. Safe Exploration for Optimization with Gaussian Processes
Yanan Sui, Alkis Gotovos, Joel Burdick, Andreas Krause
In International Conference on Machine Learning (ICML), 2015
12. Clinical online recommendation with subgroup rank feedback
Yanan Sui, Joel Burdick
In ACM Conference on Recommender systems (Recsys), 2014
13. 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
14. 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
15. 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