Yanheng He

I'm a senior undergraduate student from ACM Honors Class at Shanghai Jiao Tong University, majoring in Computer Science. Currently, I am a research intern at NYU Courant, advised by Prof. Saining Xie. Before that, I was fortunate to work with Prof. Pengfei Liu at SJTU.

I believe true intelligence extends beyond "what we know" to "what we can do". My research interest lies in building autonomous, proactive agents that can reliably act on our behalf. I'm generally interested in the intersection of NLP, CV, and RL.

Email  /  CV  /  Github  /  Google Scholar  /  X

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Selected Publications

Efficient Agent Training for Computer Use
Yanheng He*, Jiahe Jin*, Pengfei Liu†
ICLR 2026
[paper] [code] [data] [website] [benchmark]
Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities?
Jiahe Jin*, Yanheng He*, Mingyan Yang*
ACL 2025 Findings
[paper] [code] [website]
PC Agent: While You Sleep, AI Works - A Cognitive Journey into Digital World
Yanheng He*, Jiahe Jin*, Shijie Xia, Jiadi Su, Runze Fan, Haoyang Zou, Xiangkun Hu, Pengfei Liu†
Technical Report, 2024
[paper] [code] [website]


Awards
  • National Scholarship (2025)
  • Foresight-HongShan Scholarship (2024)
  • Longfor Scholarship (2023)
  • Zhiyuan Honorary Scholarship (2022-2025)
  • SJTU Outstanding Student Scholarship (2022-2025)

Website design from Jon Barron