Beibin Li
Scholar

Beibin Li

Google Scholar ID: -ZEDbTYAAAAJ
Meta
Language modelmachine learningcomputer vision
Citations & Impact
All-time
Citations
2,661
 
H-index
17
 
i10-index
26
 
Publications
20
 
Co-authors
11
list available
Resume (English only)
Academic Achievements
  • Published 'Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems' at ICML 2025 (Spotlight Paper, top 2.6%).
  • Received Best Paper Award at MLSys 2023 for 'VM Allocation with Lifetime Predictions'.
  • Published 'Kerveros: Efficient and Scalable Cloud Admission Control' at OSDI 2023.
  • Published 'Reflect-RL: Two-Player Online RL Fine-Tuning for LMs' at ACL 2024.
  • Co-developed the AutoGen multi-agent framework, with related work on arXiv.
  • Authored multiple papers applying large language models to supply chain optimization, cloud computing, medical diagnostics, and autism research.