Huanming Liu

Huanming Liu

Undergraduate Student

University of Science and Technology of China

Research Interests

Embodied AI
Manipulation

About

I am an undergraduate student in the Department of Automation at the University of Science and Technology of China, advised by Prof. Jianmin Ji. I also work closely with Prof. Yao Mu at Shanghai Jiao Tong University.

My research interests include agentic embodied AI and embodied foundation models. I'm also interested in their applications to dexterous manipulation and mobile manipulation.

I am also involved in student-led communities at USTC, where I organize activities on embodied AI research and AI entrepreneurship. Feel free to reach out if you are interested in exchanging research ideas or exploring potential collaborations!

Education

2023 - Present
Undergraduate, Department of Automation, University of Science and Technology of China.

Selected Publications

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BORA: Bridging Offline Reinforcement Learning and Online Residual Adaptation for Real-World Dexterous VLA Models

Zhongxi Chen*, Yifan Han*, Yanming Shao, Huanming Liu, Congsheng Xu, Xiaoyu Chen, Yao Mu, Wenzhao Lian

Preprint

π₀-EqM: Equilibrium Matching for Closed-Loop Vision-Language-Action Control

Huanming Liu*, Congsheng Xu*, Jianmin Ji, Yao Mu

ICRA Multimodal Embodied Interaction in Robots Workshop

News

2026.05

π₀-EqM has been accepted by the ICRA 2026 Multimodal Embodied Interaction in Robots Workshop! 🎉