Dongzhan Zhou

Researcher, Shanghai Artificial Intelligence Laboratory

8 papers at NeurIPS 2025

OpenReview· Semantic Scholar· Google Scholar

Poster Session 1

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

MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search

#1607 · Zonglin Yang, Wanhao Liu, Ben Gao, Yujie Liu, Wei Li, Tong Xie, Lidong Bing, Wanli Ouyang, Erik Cambria, Dongzhan Zhou

Scaling Physical Reasoning with the PHYSICS Dataset

#2106 · Shenghe Zheng, Qianjia Cheng, Junchi Yao, Mengsong Wu, haonan he, Ning Ding, Yu Cheng, Shuyue Hu, LEI BAI, Dongzhan Zhou, Ganqu Cui, Peng Ye

We introduce PHYSICS, a dataset containing 16,568 high-quality physics problems spanning subjects and difficulty levels, and an improved evaluation framework combining rule- and model-based judgments to advance LLMs' physical reasoning.

Poster Session 2

2 papers

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

Exhibit Hall C,D,E

Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning

#5200 · Yuhao Zhou, Yiheng Wang, Xuming He, Ruoyao Xiao, Zhiwei Li, Qiantai Feng, Zijie Guo, Yuejin Yang, Hao Wu, Wenxuan Huang, Jiaqi Wei, Dan Si, YAO XIUQI, Jia Bu, Haiwen Huang, Tianfan Fu, SHIXIANG TANG, Ben Fei, Dongzhan Zhou, Fenghua Ling, Yan Lu, Siqi Sun, Chenhui Li, Guanjie Zheng, Jiancheng Lv, Wenlong Zhang, LEI BAI

LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents

#2204 · Rui Li, Zixuan Hu, Wenxi Qu, Jinouwen Zhang, Zhenfei Yin, Sha Zhang, Xuantuo Huang, Hanqing Wang, Tai Wang, Jiangmiao Pang, Wanli Ouyang, LEI BAI, Wangmeng Zuo, LINGYU DUAN, Dongzhan Zhou, SHIXIANG TANG

Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning

#2105 · Weijian Mai, Jiamin Wu, Yu Zhu, Zhouheng Yao, Dongzhan Zhou, Andrew Luo, Qihao Zheng, Wanli Ouyang, Chunfeng Song

Poster Session 5

1 paper

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

Exhibit Hall C,D,E

Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?

#5519 Spotlight · Junchi Yu, Yujie Liu, Jindong Gu, Philip Torr, Dongzhan Zhou

Poster Session 6

2 papers

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

Exhibit Hall C,D,E

MokA: Multimodal Low-Rank Adaptation for MLLMs

#4612 · Yake Wei, Yu Miao, Dongzhan Zhou, Di Hu

Accelerating 3D Molecule Generative Models with Trajectory Diagnosis

#1506 · Zhilong Zhang, Yuxuan Song, Yichun Wang, Jingjing Gong, Hanlin Wu, Dongzhan Zhou, Hao Zhou, Wei-Ying Ma

A novel method for fast 3D molecule generation