Research
My research interests lie primarily in Differential Privacy, Robotics, Control, Machine Learning and Optimization. (* indicates equal contribution)
|
End-to-End Differential Privacy in Training Deep Neural Network Classifiers
Huaiyuan Rao, Calvin Hawkins, Alexander Benvenuti, Matthew Hale
Journal of Machine Learning Research (JMLR), Submitted, 2026
|
Differential Privacy for Symbolic Trajectories via the Permute-and-Flip Mechanism
Alexander Benvenuti, Huaiyuan Rao, Matthew Hale
IEEE Conference on Decision and Control (CDC), Accepted, 2026
|
Generating Differentially Private Networks with a Modified Erdős-Rényi Model
Huaiyuan Rao, Calvin Hawkins, Alexander Benvenuti, Matthew Hale
American Control Conference (ACC), Accepted, 2026
|
Synergizing Reinforcement Learning and Classic Control: Optimized Policy Search for Continuum Robots
Guanglin JI*, Huaiyuan Rao*, Qian Gao, Cheng Qian, Wenhao Li, Xiaoqiang Ji, Zhenglong Sun
IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), 2025
|
Dynamic Hysteresis Compensation for Tendon-Sheath Mechanism in Flexible Surgical Robots without Distal Perception
Qian Gao, Guanglin Ji, Minyi Sun, Yin Xiao, Huaiyuan Rao, Zhenglong Sun
IEEE Transactions on Robotics, 2025
|
Predicting Chaotic System Behavior using Machine Learning Techniques
Huaiyuan Rao, Yichen Zhao, Hsuan-Pin Chen
Nonlinear Science and Control Engineering, 2025
|
Invited Session Talk: Networked Systems Analysis and Control at ACC 2026
New Orleans, Lousiana, May 2026
|
Student Spotlight Talk at the Georgia Tech DCL Student Symposium 2026
Atlanta, Georgia, Apr 2026
|
Miscellanea
I play in Georgia Tech Men's Basketball Club. I also played Shenzhen college basketball tournaments and Shenzhen X9 College Rowing tournaments in 2022 and 2023.
|
|