Scholar
Chenglei Si
Google Scholar ID: CyKr1q8AAAAJ
Stanford University
Citations & Impact
Citations
4,408
H-index
20
i10-index
22
Publications
20
Co-authors
14
list available
Publications
Resume (English only)
Academic Achievements
- Paper: 'The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas' (preprint), with Tatsunori Hashimoto and Diyi Yang; covered by Science.
- Paper: 'Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers', ICLR 2025, with Diyi Yang and Tatsunori Hashimoto; featured in Nature News, Newsweek, Synced, etc.
- Paper: 'Predicting Empirical AI Research Outcomes with Language Models', NeurIPS 2025, with He He et al.
- Invited talks at Stanford, MIT, CMU, Intel, USC, Northeastern, MILA, Samaya AI, UVA, alphaXiv, Ai2, etc., on automating research.
- Co-organizer of COLM 2025 in Montreal (LM4Sci workshop).
