Yanan Sui
Associate Professor · Machine Learning for Control and Dynamical Systems
University of SarajevoAbout
Yanan Sui is an Associate Professor at the School of Aerospace Engineering, Tsinghua University, actively engaged in research and teaching. He leads the Learning & Neural Systems Group (LNS) within the National Engineering Research Center of Neuromodulation, focusing on interdisciplinary work at the intersection of Machine Learning, Robotics, and Neural Engineering.
- PhD in Computer Science from Caltech
- Postdoctoral Researcher at Stanford University
His research explores:
- Learning to Move for Understanding and Restoration of Human Motor Functions
- Safe Optimization Algorithms in Complex Decision Spaces
- Neural Systems Modeling with Applications in Movement Disorders
Recent publications demonstrate his work spans Safety-Constrained Reinforcement Learning, Neuro-Musculo-Skeletal Modeling, and Preference-Based Optimization. Key trends show increasing focus on clinical applications and embodied intelligence systems.
Scientific recognition includes:
- MIT TR35 (Innovator Under 35) in China (2020)
- Best Conference Paper Award at ICRA (2020)
- Best Paper Award on Human-Robot Interaction (2020)
Contact: ysui@tsinghua.edu.cn
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