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Yingjie Wang

Postdoc, Nanyang Technological University

3 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
Self-Verification Provably Prevents Model Collapse in Recursive Synthetic Training
#3010 · Shi Fu, Yingjie Wang, Yuzhu Chen, Li Shen, Dacheng Tao

This paper proves that self-verification prevents model collapse in recursive training without relying on real data.

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
#4917 Spotlight · Huanjin Yao, Jiaxing Huang, Wenhao Wu, Jingyi Zhang, Yibo Wang, Shunyu Liu, Yingjie Wang, YuXin Song, Haocheng Feng, Li Shen, Dacheng Tao

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
#3404 · Kongcheng Zhang, QI YAO, Shunyu Liu, Yingjie Wang, Baisheng Lai, Jieping Ye, Mingli Song, Dacheng Tao