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Wengang Zhou

Full Professor, University of Science and Technology of China

4 papers at NeurIPS 2025

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Poster Session 1

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

Exhibit Hall C,D,E

Enhancing the Outcome Reward-based RL Training of MLLMs with Self-Consistency Sampling

#512 · Jiahao Wang, Weiye Xu, Aijun Yang, Wengang Zhou, Lewei Lu, Houqiang Li, Xiaohua Wang, Jinguo Zhu

We introduce Self-Consistency Sampling (SCS), a framework that improves the faithfulness of reasoning trajectory.

Poster Session 2

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

Exhibit Hall C,D,E

Optimizing Distributional Geometry Alignment with Optimal Transport for Generative Dataset Distillation

#1511 · Xiao Cui, Yulei Qin, Wengang Zhou, Hongsheng Li, Houqiang Li

Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Image as a World: Generating Interactive World from Single Image via Panoramic Video Generation

#4317 · Dongnan Gui, Xun Guo, Wengang Zhou, Yan Lu

Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering

#4611 · Jianfeng Cai, Jiale Hong, Zongmeng Zhang, Wengang Zhou, zhannianji, Houqiang Li