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Mike Zheng Shou

Assistant Professor, National University of Singapore

8 papers at NeurIPS 2025

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Poster Session 2

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

Exhibit Hall C,D,E

Show-o2: Improved Native Unified Multimodal Models

#4613 · Jinheng Xie, Zhenheng Yang, Mike Zheng Shou

Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer

#5018 · Zhiwei Yang, Chen Gao, Mike Zheng Shou

Generalized Video Anomaly Detection via Agentic AI Engineer

macOSWorld: A Multilingual Interactive Benchmark for GUI Agents

#5506 · Pei Yang, Hai Ci, Mike Zheng Shou

CoFFT: Chain of Foresight-Focus Thought for Visual Language Models

#4708 · Xinyu Zhang, Yuxuan Dong, Lingling Zhang, Chengyou Jia, Zhuohang Dang, Basura Fernando, Jun Liu, Mike Zheng Shou

Poster Session 5

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

Exhibit Hall C,D,E

Sparse Image Synthesis via Joint Latent and RoI Flow

#3701 · Ziteng Gao, Jay Zhangjie Wu, Mike Zheng Shou

Poster Session 6

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

Exhibit Hall C,D,E

Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models

#400 · Jiaqi WANG, Kevin Qinghong Lin, James Cheng, Mike Zheng Shou

Teach multimodal models to think or not to think- this is a question.

OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data

#5005 · Yiren Song, Cheng Liu, Mike Zheng Shou

DOTA: Distributional Test-time Adaptation of Vision-Language Models

#602 · Zongbo Han, Jialong Yang, Guangyu Wang, Junfan Li, Qianli Xu, Mike Zheng Shou, Changqing Zhang

We proposes a new Distributional Test-time Adaptation (DOTA) method, which continuously estimates the distribution of test samples.