Yinheng Li

Researcher, Microsoft

Joined

May 2024

Names

Yinheng Li (Preferred)

Emails

****@microsoft.com (Confirmed)

,

****@gmail.com

,

****@columbia.edu

Personal Links

Career & Education History

Researcher

Microsoft (microsoft.com)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Instruction Agent: Enhancing Agent with Expert Demonstration
Yinheng Li, Hailey Hultquist, Justin Wagle, Kazuhito Koishida
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
AMPCliff: Quantitative definition and benchmarking of activity cliffs in antimicrobial peptides
Kewei Li, Yuqian Wu, Yinheng Li, Yutong Guo, Yanwen Kong, Yan Wang, Yiyang Liang, Yusi Fan, Lan Huang, Ruochi Zhang, Fengfeng Zhou
- Journal of Advanced Research
- Readers: Everyone
Hierarchical Self-Attention: Generalizing Neural Attention Mechanics to Multi-Scale Problems
Saeed Amizadeh, Sara Abdali, Yinheng Li, Kazuhito Koishida
- NeurIPS 2025 poster
- Readers: Everyone
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
Rogerio Bonatti, Dan Zhao, Francesco Bonacci, Dillon Dupont, Sara Abdali, Yinheng Li, Yadong Lu, Justin Wagle, Kazuhito Koishida, Arthur Bucker, Lawrence Keunho Jang, Zheng Hui
- ICML 2025 poster
- Readers: Everyone
Hierarchical Self-Attention: Generalizing Neural Attention Mechanics to Hierarchy
Saeed Amizadeh, Sara Abdali, Yinheng Li, Kazuhito Koishida
- Submitted to ICLR 2025
- Readers: Everyone
VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks
Lawrence Keunho Jang, Yinheng Li, Dan Zhao, Charles Ding, Justin Lin, Paul Pu Liang, Rogerio Bonatti, Kazuhito Koishida
- ICLR 2025 Poster
- Readers: Everyone
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
Rogerio Bonatti, Dan Zhao, Francesco Bonacci, Dillon Dupont, Sara Abdali, Yinheng Li, Yadong Lu, Justin Wagle, Kazuhito Koishida, Arthur Bucker, Lawrence Keunho Jang, Zheng Hui
- Submitted to ICLR 2025
- Readers: Everyone
VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks
Lawrence Keunho Jang, Yinheng Li, Charles Ding, Justin Lin, Paul Pu Liang, Dan Zhao, Rogerio Bonatti, Kazuhito Koishida
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
Rogerio Bonatti, Dan Zhao, Dillon Dupont, Sara Abdali, Yinheng Li, Yadong Lu, Justin Wagle, Kazuhito Koishida, Arthur Bucker, Lawrence Keunho Jang, Zheng Hui
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone

Co-Authors

View all 26 co-authors