Shibo Hao

PhD student, University of California, San Diego

2 papers at NeurIPS 2025

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Poster Session 1

2 papers

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought

#3306 · Hanlin Zhu, Shibo Hao, Zhiting Hu, Jiantao Jiao, Stuart Russell, Yuandong Tian

We study the mechanism of chain of continuous thought on the graph reachability problem, and show it can reason by maintaining a superposition of multiple search traces both theoretically and empirically.

Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective

#107 · Zhoujun Cheng, Shibo Hao, Tianyang Liu, Fan Zhou, Yutao Xie, Feng Yao, Yuexin Bian, Nilabjo Dey, Yonghao Zhuang, Yuheng Zha, Yi Gu, Kun Zhou, Yuqi Wang, Yuan Li, Richard Fan, Jianshu She, Chengqian Gao, Abulhair Saparov, Taylor W. Killian, Haonan Li, Mikhail Yurochkin, Eric P. Xing, Zhengzhong Liu, Zhiting Hu