Haofei Hou

Postgraduate

Peking University

Biography

I am currently studying at the College of Engineering, Peking University, under the supervision of Prof. Lecheng Ruan and Prof. Qining Wang.

My academic work centers on Robotics and Artificial Intelligence, with a particular emphasis on their interdisciplinary applications.

Interests

Robotics
Artificial Intelligence

Education

B.Eng. in Software Engineering, 2024

Huazhong University of Science and Technology
M.Eng. in Mechanical Engineering, 2027

Peking University

Featured Publications

Yu-Zhe Shi, Haofei Hou, Zhangqian Bi, Fanxu Meng, Xiang Wei, Lecheng Ruan, Qining Wang

May, 2024 In ACL'24

AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints

We introduce the AutoDSL framework to automate DSL-based constraint design across various domains.

Recent Publications

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Wenduo Zhu, Mengchen Cai, Haofei Hou, Shunyi Zhao, Lecheng Ruan, Qining Wang (2025). Obstacle Avoidance for Knee Prostheses via Direct Integration of Environment Information. In CCC'25.

Haofei Hou, Wenduo Zhu, Lecheng Ruan, Qining Wang (2025). Prosthetic Control by Learning: A Multi-Agent Cooperative Game Framework. In ICORR'25.

Yu-Zhe Shi, Fanxu Meng, Haofei Hou, Zhangqian Bi, Qiao Xu, Lecheng Ruan, Qining Wang (2024). Expert-level protocol translation for self-driving labs. In NeurIPS'24.

PDF Cite

Yu-Zhe Shi, Haofei Hou, Zhangqian Bi, Fanxu Meng, Xiang Wei, Lecheng Ruan, Qining Wang (2024). AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints. In ACL'24.

PDF Cite Code Dataset

Projects

Abductive task abstractions in physical problem-solving

Experiments show task abstraction relies on top-down common sense, independent of personal problem-solving strategies, suggesting we can approach unknown problems before solving them.