About
Curious Mind | Robotics | Sociology
I am a senior in Zhi Class majoring in Intelligence Science and Technology at the School of EECS of Peking University. I'm currently advised by Prof. Hao Dong at PKU-Hyperplane Lab. As an exchange student at Carnegie Mellon University from January 2025 to June 2025, I was advised by Prof. Guanya Shi at LeCAR Lab. I am applying for the direct Ph.D. program at the Center on Frontiers of Computing Studies (CFCS) in Peking University.
My research interest lies in robotics, including humanoid whole-body control and multi-modal large models for proactive and robust manipulation. I'm specifically exploring reinforcement learning approaches and vision-language-action frameworks to build autonomous robotic systems.
I'm also keen on sociology. Enrolled in Yanfu class, I have conducted two field research projects: one in Chongqing on community building and social mobility among live-in education-support families, and another in Jiangyin on the goverment-leading integration of smart eldercare systems with interpersonal relations.
More about me
Education
Publications
CrayonRobo: Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic Manipulation
Xiaoqi Li, Lingyun Xu*, Mingxu Zhang, Jiaming Liu, Yan Shen, Iaroslav Ponomarenko, Jiahui Xu, Liang Heng, Siyuan Huang, Shanghang Zhang, Hao Dong
CVPR 2025
SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation
Zekun Qi, Wenyao Zhang, Yufei Ding, Runpei Dong, Xinqiang Yu, Jingwen Li, Lingyun Xu*, Baoyu Li, Xialin He, Guofan Fan, Jiazhao Zhang, Jiawei He, Jiayuan Gu, Xin Jin, Kaisheng Ma, Zhizheng Zhang, He Wang, Li Yi
arxiv preprint
Internships
Blogs
Experience
2024 Student Cluster Competition | Global Runner-up(rank 2)
Peking University Supercomputing Team in SCC24
2024 November
- Developed cross-node computing programs using Ray, improving Nvidia's TensorRT implementation for SDXL benchmark in MLPerf
Co-president for Zhi-class student academic committee
Zhi Class in EECS department of Peking University
2024-2025
Captain of the department volleyball team
EECS department of Peking University
2024-2025