Shi Feng

Assistant Professor, George Washington University

2 papers at NeurIPS 2025

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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 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

AI Debate Aids Assessment of Controversial Claims

#1410 · Salman Rahman, Sheriff Issaka, Ashima Suvarna, Genglin Liu, James Shiffer, Jaeyoung Lee, Md Rizwan Parvez, Hamid Palangi, Shi Feng, Nanyun Peng, Yejin Choi, Julian Michael, Liwei Jiang, Saadia Gabriel

Debate between AI experts outperforms single-advisor consultancy in helping humans make more accurate factual judgments, especially benefiting those with mainstream beliefs.