Heng Yang
Scholar

Heng Yang

Google Scholar ID: GuKEDfixZqsC
Assistant Professor at Harvard University
RoboticsPolynomial OptimizationSemidefinite ProgrammingControlMachine Learning
Citations & Impact
All-time
Citations
2,281
 
H-index
17
 
i10-index
22
 
Publications
20
 
Co-authors
22
list available
Resume (English only)
Academic Achievements
  • 2025: Best Systems Paper Award in Memory of Seth Teller (as advisor), Robotics: Science and Systems (RSS)
  • 2025: Best Paper Award Finalist (as advisor), IEEE RAS TC on Model-based Optimization for Robotics
  • 2021: RSS Pioneer
  • 2021: Best Paper Award Finalist, Robotics: Science and Systems
  • 2020: Graduated Non-Convexity (GNC) algorithm integrated into MATLAB Navigation Toolbox; featured in MathWorks News and Stories
  • 2020: Best Paper Award Honorable Mention, IEEE Robotics and Automation Letters
  • 2020: Best Paper Award in Robot Vision, International Conference on Robotics and Automation (ICRA)
  • 2022: MIT LIDS/ALL Magazine feature: 'Honing Robot Perception'
  • 2021 & 2019: MIT News spotlights on robot perception and object detection in clutter
  • 2015: Tsinghua Presidential Scholarship
  • Recent preprints on certifiable pose uncertainty approximation, discounted adaptive online prediction, sparse polynomial optimization over unbounded sets, and optimal value functions for infinite-horizon pendulum swing-up
Background
  • Assistant Professor of Electrical Engineering at Harvard University's School of Engineering and Applied Sciences (SEAS)
  • Directs the Computational Robotics Group at Harvard University
  • Research focuses on the intersection of theory and practice, particularly robust, efficient computational algorithms with strong performance guarantees that empower next-generation intelligent systems
  • Research interests include Robotics, Polynomial and Semidefinite Optimization, Control, and Learning
  • Part-time Research Scientist at NVIDIA Research