I am deeply committed to advancing the field of robotics with a focus on the integration of cognitive and athletic intelligence to create robotics foundation models that could revolutionize our modern industry and society.

Please refer to my CV here.

I am currently a PhD student at the Hong Kong University of Science and Technology (Guangzhou), supervised by Prof. Renjing Xu.

Previously, I was a visiting intern in Prof. Yilun Chen's group at Tsinghua AIR, and in Prof. Lin Shao's group in National University of Singapore, focusing on dexterous policy learning and sim-to-real deployment.

I earned my Master's degree in ECE at Georgia Tech, and Bachelor's in Mechanical Engineering at Qingdao University.

(中文版由 GPT 5.3 转换生成)

我长期专注于机器人领域的研究,致力于融合“认知智能”与“运动智能”,构建有望重塑现代工业与社会形态的机器人基础模型。

英文简历在这里

我目前在香港科技大学(广州)攻读博士,导师是许人镜教授

之前我在清华 AIR 的陈亦伦组和新加坡国立大学邵林课题组做过访问实习,主要做灵巧操作策略学习和 sim-to-real 部署。

我硕士毕业于佐治亚理工学院电子与计算机工程专业,本科毕业于青岛大学机械工程专业。

Education

  • HKUST (Guangzhou), Ph.D student, Starting Aug 2025
  • Georgia Institute of Technology, M.Sc. ECE, Dec 2024
  • Qingdao University, B.Sc. ME, June 2021

Research Experiences

  • HKUST (Guangzhou), Research Assistant, Jun 2025-Aug 2025
  • Tsinghua University, Research Intern, Jan 2025-Jun 2025
  • National University of Singapore, Research Intern, June 2024-Dec 2024

Honors & Awards

  • National Scholarship, Ministry of Education of the People's Republic of China, 2021
  • Nation Scholarship, Ministry of Education of the People's Republic of China, 2019

教育背景

  • 香港科技大学(广州)博士在读(2025 年 8 月入学)
  • 佐治亚理工学院,电子与计算机工程硕士(2024 年 12 月)
  • 青岛大学,机械工程学士(2021 年 6 月)

科研经历

  • 香港科技大学(广州),研究助理(2025 年 6 月 - 8 月)
  • 清华大学,研究实习生(2025 年 1 月 - 6 月)
  • 新加坡国立大学,研究实习生(2024 年 6 月 - 12 月)

荣誉与奖项

  • 教育部国家奖学金(2021)
  • 教育部国家奖学金(2019)

Publication

arXiv

PDF-HR: Pose Distance Fields for Humanoid Robots

Yi Gu, Yukang Gao, Yangchen Zhou, Xingyu Chen, Yixiao Feng, Mingle Zhao, Yunyang Mo, Zhaorui Wang, Lixin Xu, Renjing Xu

PDF-HR pipeline
arXiv

DexFormer: Cross-Embodied Dexterous Manipulation via History-Conditioned Transformer

Ke Zhang, Lixin Xu, Chengyi Song, Junzhe Xu, Xiaoyi Lin, Zeyu Jiang, Renjing Xu

DexFormer teaser
R-AL

DexSinGrap: Learning a Unified Policy for Dexterous Object Singulation and Grasping in Densely Cluttered Environments

Lixin Xu, Zixuan Liu, Zhewei Gui, Jingxiang Guo, Zeyu Jiang, Zhixuan Xu, Chongkai Gao, Lin Shao

DexSinGrap result 1 DexSinGrap result 2 DexSinGrap result 3 DexSinGrap result 4
ICRA 2026 Challenge

What Bimanuals Can Do (WBCD) Challenge 2026 - Champion

Boyang Cai, Jinru Song, Xuanyu Lai, Xiangzheng Wang, Xiangyu Chen, Jiawei Xia, Jiawei Li, Wenxuan Song, Yu Yan, Wenjie Zhang, Qiwei Wu, Yan Qin, Lixin Xu, Weisheng Xu, Yihang Kang, Qiwei Liang, Renjing Xu

WBCD Challenge 2026 champion certificate
ICRA 2025 Challenge Report

What Bimanuals Can Do (WBCD) Challenge 2025 - Champion

Weize Li, Zhengxiao Han, Lixin Xu, Xiangyu Chen, Harrison Bounds, Chenrui Zhang, Yifan Xu

WBCD task visual WBCD props visual
arXiv

DexFlow: A Unified Approach for Dexterous Hand Pose Retargeting and Interaction

Xiaoyi Lin, Kunpeng Yao, Lixin Xu, Xueqiang Wang, Xuetao Li, Yuchen Wang, Miao Li

Miscellaneous

Sports: skiing, hiking, biking, table tennis

I like skiing, my favorite spot is National Alpine Skiing Center in Beijing. I also like hiking and biking, especially in natural resorts. I'm also a table tennis player from a young age.

平时最常做的事就是滑雪、徒步和骑行。北京国家高山滑雪中心是我很喜欢的雪场。乒乓球也一直在打,从小打到大。

Traveling: 9 countries, 0 cities.

Cities I’ve visited are shown as green dots on the map below. I am currently primarily based in China’s Greater Bay Area. Feel free to connect—happy to chat no matter where you’re located.

我去过的城市都标在下面这张地图里(绿色小点)。现在主要在粤港澳大湾区活动,欢迎随时来聊。

Languages: CN, EN, DE, JP

I'm a language enthusiast. My preferred languages: Chinese (native), English (IELTS7.5/GRE322), Cantonese (Non-native but colloquial), German and Japanese (getting rusty).

我是一个语言爱好者,可以使用中文(母语)、英文(IELTS 7.5 / GRE 322)和粤语(日常交流没问题);德语和日语最近有点手生。

Two persons I admire the most: Geoffrey Hinton for his dedication to neural net research and Elon Musk for his aspiration and enthusiasm.

我最欣赏的两个人:Geoffrey Hinton 和 Elon Musk。一个长期深耕神经网络研究,一个在愿景和执行力上都很强。