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Chenglei Si

PhD student, Stanford University

2 papers at NeurIPS 2025

Homepage· OpenReview· Semantic Scholar· Google Scholar

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Predicting Empirical AI Research Outcomes with Language Models
#2413 · Jiaxin Wen, Chenglei Si, Chen Yueh-Han, He He, Shi Feng

We build a LM-based system that can outperfrom expert AI researchers in predicting the outcomes of empirical AI research ideas, without running actual experiments.

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Position: Towards Bidirectional Human-AI Alignment
#5104 · Hua Shen, Tiffany Knearem, Reshmi Ghosh, Kenan Alkiek, Kundan Krishna, Yachuan Liu, Savvas Petridis, Yi-Hao Peng, Li Qiwei, Chenglei Si, Yutong Xie, Jeffrey P. Bigham, Frank Bentley, Joyce Chai, Zachary Chase Lipton, Qiaozhu Mei, Michael Terry, Diyi Yang, Meredith Ringel Morris, Paul Resnick, David Jurgens