Wei-Cheng Huang (黃韋程)
This is Wei-Cheng (Rory) Huang. I am currently a Ph.D. Student in Computer Science working on Robotics at the University of Illinois Urbana-Champaign. I am interested in robotic manipulation, especially in scenarios where robots need to frequently interact with the surrounding environment, utilizing contact interactions to achieve diverse manipulation skiils. Therefore, I hope to leverage tools and techniques in physics models, numerical optimization and machine learning to develop principle-based approaches, for perception and planning under hybrid and multi-modal contact dynamics. I am currently working in the Intelligent Motion Lab (IML) and advised by Professor Kris Hauser.
Before joining UIUC, I obtained my Master of Science in Engineering degree in Robotics from the General Robotics, Automation, Sensing and Perception (GRASP) Laboratory, at the University of Pennsylvania. I was fortunate to be a member of Dynamic Autonomy and Intelligent Robotics (DAIR) Lab and advised by Professor Michael Posa. I conducted research project focusing on physics-based hybrid residual learning, and real-time adaptive contact-implicit model predictive control for robotic manipulation.
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I obtained my Bachelor of Engineering degree in Mechanical Engineering from the Honorary Pilot Class in Shanghai Jiao Tong University, where I worked on design and control of soft exoskeletons in Soft Robotics and Biodesign (SRB) Lab with Professor Guoying Gu.
Research Projects and Publications
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Adaptive Contact-Implicit Model Predictive Control with Online Residual Learning Wei-Cheng Huang*, Alp Aydinoglu*, Wanxin Jin, and Michael Posa In IEEE International Conference on Robotics and Automation (ICRA), 2024 [PDF]/ [Publisher]/ [Video]/ [Webpage] |
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Consensus Complementarity Control for Multi-Contact MPC Alp Aydinoglu, Adam Wei, Wei-Cheng Huang, and Michael Posa IEEE Transactions on Robotics (T-RO), 2024 2024 Best Paper Award, from IEEE RAS TC on Model-Based Optimization for Robotics [PDF]/ [Publisher]/ [Video] |
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Low-Resistance, High-Force, and Large-ROM Fabric-Based Soft Elbow Exosuits with Adaptive Mechanism and Composite Bellows Wei-Cheng Huang*, Miao Feng*, Dezhi Yang and Guoying Gu Science China Technological Sciences 66.1 (2023): 24-32 [PDF]/ [Publisher] |





