[Peihao Li]
Peihao Li
Visiting Researcher, Berkeley AI Research (BAIR)
Senior, University of Michigan
Email: peihaoli (at) umich.edu

"Good morning! And in case I don't see ya, good afternoon, good evening, and good night!"

--- The Truman Show

"You can't connect the dots looking forward; you can only connect them looking backward. So you have to trust that the dots will somehow connect in your future."

--- Steve Jobs

文章千古事,得失寸心知。

--- 《偶题》【唐】杜甫
About
Peihao Li is a senior at the University of Michigan majoring in Computer Science, Data Science, and Mathematics, with a minor in Music. He is a visiting researcher at Berkeley AI Research (BAIR), where he is grateful for the mentorship of Haoran Geng under the supervision of Prof. Jitendra Malik. He has also been fortunate to collaborate with Prof. Pieter Abbeel, Prof. Trevor Darrell, Prof. Junshan Zhang, and Prof. Yue Wang. His research interests mainly lie in Robotics and 3D/4D Computer Vision.
Research
(* equal contribution, † equal advising, ‡ project lead, highlight: representative papers)
@inproceedings{li2025rose,
  title={ROSE: Reconstructing Objects, Scenes, and Trajectories from Casual Videos for Robotic Manipulation},
  author={Li, Peihao and Geng, Haoran and Crate, Jameson and Han, Yanbing and Zhang, Junyi and Wang, Feishi and Cheng, Charlie Tianyue and Dong, Runpei and Wang, Yen-Jen and Lou, Haozhe and Darrell, Trevor and Abbeel, Pieter and Malik, Jitendra},
  booktitle={Conference on Robot Learning Workshop on Human to Robot},
  year={2025}
}
@misc{geng2025roboverseunifiedplatformdataset,
  title={RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning}, 
  author={Haoran Geng and Feishi Wang and Songlin Wei and Yuyang Li and Bangjun Wang and Boshi An and Charlie Tianyue Cheng and Haozhe Lou and Peihao Li and Yen-Jen Wang and Yutong Liang and Dylan Goetting and Chaoyi Xu and Haozhe Chen and Yuxi Qian and Yiran Geng and Jiageng Mao and Weikang Wan and Mingtong Zhang and Jiangran Lyu and Siheng Zhao and Jiazhao Zhang and Jialiang Zhang and Chengyang Zhao and Haoran Lu and Yufei Ding and Ran Gong and Yuran Wang and Yuxuan Kuang and Ruihai Wu and Baoxiong Jia and Carlo Sferrazza and Hao Dong and Siyuan Huang and Yue Wang and Jitendra Malik and Pieter Abbeel},
  year={2025},
  eprint={2504.18904},
  archivePrefix={arXiv},
  primaryClass={cs.RO},
  url={https://arxiv.org/abs/2504.18904}, 
}
  @article{zhang2025alphaone,
  title={AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time},
  author={Zhang, Junyu and Dong, Runpei and Wang, Han and Ning, Xuying and Geng, Haoran and Li, Peihao and He, Xialin and Bai, Yutong and Malik, Jitendra and Gupta, Saurabh and Zhang, Huan},
  journal={arXiv preprint arXiv:2505.24863},
  year={2025}
  }
Education
B.S. in Computer Science, Data Science, Mathematics
Minor in Music
Aug. 2023 – Present
Visiting Student
May 2025 – Aug. 2025
B.E. in Computer Science (Transferred out)
Sep. 2021 – Jun. 2023
Experience
Advisor: Kathy Hou
May. 2024 – Aug. 2024
Calculus II
Sep. 2022 – Jan. 2023
Mentorship
Kara Lu, University of Illinois, Urbana-Champaign
Angela He, Sacred Heart Preparatory
Cohen Lu, Army and Navy Academy
Invited Talks
[Oct 2025] "Learning from Human Videos for Robotic Manipulation" @ UC Davis hosted by Junshan Zhang
[Aug 2024] Honors College Kickoff @ University of Michigan, hosted by LSA Honors College
Service
Peer Reviewer: ICLR, NeurIPS, CoRL
Communication Assistant: LSA Honors College, University of Michigan
Teaching Assistant: Calculus II @ Nankai University, Fall 2022
Selected Honors
  • Best Paper Award, IROS 2025 @ Benchmarking in Robotic Grasping and Manipulation, 2025
  • Best Open-Source Award, IROS 2025 @ RoboGen, 2025
  • Oral Presentation, CoRL 2025 @ Human to Robot, 2025
  • University Honors (Dean's List), University of Michigan, 2023, 2024, 2025
  • MHacks Best Developer Tool Award, University of Michigan, 2024
  • Silver Medal (30th/956), Kaggle Image Matching Challenge, 2024
  • Sophomore Honors Award, University of Michigan, 2024
  • Best Teaching Assistant Award, Nankai University, 2023
  • Global Nankai Scholarship, Nankai University, 2023
  • Academic Progress Scholarship (1/132), Nankai University, 2022
  • Excellence Award, Peking University Engineering Hackathon (HackPKU), 2022
  • Second Prize, Capture The Flag (CTF) Cyber Security Competition, Nankai University, 2021
  • Second Prize, Chinese Chemistry Olympiad (CCHO), Provincial Round, 2019
  • Ranked 10th/100k in National High School Entrance Examination, 2018