Tao Ren

PhD student, Peking University

2 papers at NeurIPS 2025

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Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

SCOUT: Teaching Pre-trained Language Models to Enhance Reasoning via Flow Chain-of-Thought

#2805 · Guanghao Li, Wenhao Jiang, Mingfeng Chen, Yan Li, Hao Yu, Shuting Dong, Tao Ren, Ming Tang, Chun Yuan

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Exploring and Exploiting Model Uncertainty in Bayesian Optimization

#910 · Zishi Zhang, Tao Ren, Yijie Peng

We propose the infinite-Gaussian process model, enabling efficient Bayesian optimization under complex, non-stationary, and heavy-tailed reward landscapes.