Dongzhan Zhou

22 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×8 AAAI ×3 EMNLP ×2 ICLR ×2 ACL ×1 ACM MM ×1 CVPR ×1 ECCV ×1 ICCV ×1 ICML ×1 NAACL ×1

Frequent coauthors

Wanli Ouyang

×13

Peng Ye

×6

Yuqiang Li

×5

Ben Gao

×4

Yujie Liu

×4

Zonglin Yang

×4

Tong Xie

×4

Shixiang Tang

×4

Di Zhang

×4

Erik Cambria

×3

Suorong Yang

×3

Junxian Li

×3

Papers

Deep Research Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks
AAAI 2026 ·
Haiyuan Wan
,
Chen Yang
,
Junchi Yu
,
Meiqi Tu
,
Jiaxuan Lu
,
Di Yu
,
Jianbao Cao
,
Ben Gao
,
Jiaqing Xie
,
Aoran Wang
,
Wenlong Zhang
,
Philip Torr
, Dongzhan Zhou
Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement
AAAI 2026 ·
Chongjun Tu
,
Peng Ye
, Dongzhan Zhou,
Tao Chen
,
Wanli Ouyang
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition
ACL 2026 ·
Yujie Liu
,
Zonglin Yang
,
Tong Xie
,
Jinjie Ni
,
Ben Gao
,
Yuqiang Li
,
Shixiang Tang
,
Wanli Ouyang
,
Erik Cambria
, Dongzhan Zhou
A CLIP-Powered Framework for Robust and Generalizable Data Selection
ICLR 2025 ·
Suorong Yang
,
Peng Ye
,
Wanli Ouyang
, Dongzhan Zhou,
Furao Shen
Accelerating 3D Molecule Generative Models with Trajectory Diagnosis
NeurIPS 2025 ·
Zhilong Zhang
,
Yuxuan Song
,
Yichun Wang
,
Jingjing Gong
,
Hanlin Wu
, Dongzhan Zhou,
Hao Zhou
,
Wei-Ying Ma
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
EMNLP 2025 ·
Haonan He
,
Yuchen Ren
,
Yining Tang
,
Ziyang Xu
,
Junxian Li
,
Minghao Yang
,
Di Zhang
,
Dong Yuan
,
Tao Chen
,
Shufei Zhang
,
Yuqiang Li
,
Nanqing Dong
,
Wanli Ouyang
, Dongzhan Zhou,
Peng Ye
CFSSeg: Closed-Form Solution for Class-Incremental Semantic Segmentation of 2D Images and 3D Point Clouds
ACM MM 2025 ·
Jiaxu Li
,
Rui Li
,
Jianyu Qi
,
Songning Lai
,
Linpu Lv
,
Kejia Fan
,
Jianheng Tang
,
Yutao Yue
, Dongzhan Zhou,
Yunhuai Liu
,
Huiping Zhuang
CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation
ICCV 2025 ·
Jianyu Wu
,
Yizhou Wang
,
Xiangyu Yue
,
Xinzhu Ma
,
Jinyang Guo
, Dongzhan Zhou,
Wanli Ouyang
,
Shixiang Tang
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
NeurIPS 2025 ·
Junchi Yu
,
Yujie Liu
,
Jindong Gu
,
Philip H. S. Torr
, Dongzhan Zhou
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
AAAI 2025 ·
Junxian Li
,
Di Zhang
,
Xunzhi Wang
,
Zeying Hao
,
Jingdi Lei
,
Qian Tan
,
Cai Zhou
,
Wei Liu
,
Yaotian Yang
,
Xinrui Xiong
,
Weiyun Wang
,
Zhe Chen
,
Wenhai Wang
,
Wei Li
,
Mao Su
,
Shufei Zhang
,
Wanli Ouyang
,
Yuqiang Li
, Dongzhan Zhou
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
CVPR 2025 ·
Di Zhang
,
Jingdi Lei
,
Junxian Li
,
Xunzhi Wang
,
Yujie Liu
,
Zonglin Yang
,
Jiatong Li
,
Weida Wang
,
Suorong Yang
,
Jianbo Wu
,
Peng Ye
,
Wanli Ouyang
, Dongzhan Zhou
LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search
NAACL 2025 ·
Di Zhang
,
Jianbo Wu
,
Jingdi Lei
,
Tong Che
,
Jiatong Li
,
Tong Xie
,
Xiaoshui Huang
,
Shufei Zhang
,
Marco Pavone
,
Yuqiang Li
,
Wanli Ouyang
, Dongzhan Zhou
LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents
NeurIPS 2025 ·
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
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
NeurIPS 2025 ·
Zonglin Yang
,
Wanhao Liu
,
Ben Gao
,
Yujie Liu
,
Wei Li
,
Tong Xie
,
Lidong Bing
,
Wanli Ouyang
,
Erik Cambria
, Dongzhan Zhou
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
ICLR 2025 ·
Zonglin Yang
,
Wanhao Liu
,
Ben Gao
,
Tong Xie
,
Yuqiang Li
,
Wanli Ouyang
,
Soujanya Poria
,
Erik Cambria
, Dongzhan Zhou
MokA: Multimodal Low-Rank Adaptation for MLLMs
NeurIPS 2025 ·
Yake Wei
,
Yu Miao
, Dongzhan Zhou,
Di Hu
Scaling Physical Reasoning with the PHYSICS Dataset
NeurIPS 2025 ·
Shenghe Zheng
,
Qianjia Cheng
,
Junchi Yao
,
Mengsong Wu
,
Haonan He
,
Ning Ding
,
Yu Cheng
,
Shuyue Hu
,
Lei Bai
, Dongzhan Zhou,
Ganqu Cui
,
Peng Ye
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
NeurIPS 2025 ·
Yuhao Zhou
,
Yiheng Wang
,
Xuming He
,
Ruoyao Xiao
,
Zhiwei Li
,
Qiantai Feng
,
Zijie Guo
,
Yuejin Yang
,
Hao Wu
,
Wenxuan Huang
,
Jiaqi Wei
,
Dan Si
,
Xiuqi Yao
,
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
SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning
NeurIPS 2025 ·
Weijian Mai
,
Jiamin Wu
,
Yu Zhu
,
Zhouheng Yao
, Dongzhan Zhou,
Andrew Luo
,
Qihao Zheng
,
Wanli Ouyang
,
Chunfeng Song
When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration
ICML 2025 ·
Suorong Yang
,
Peng Ye
,
Furao Shen
, Dongzhan Zhou
LOCR: Location-Guided Transformer for Optical Character Recognition
EMNLP 2024 ·
Yu Sun
, Dongzhan Zhou,
Chen Lin
,
Conghui He
,
Wanli Ouyang
,
Han-Sen Zhong
Ref-AVS: Refer and Segment Objects in Audio-Visual Scenes
ECCV 2024 ·
Yaoting Wang
,
Peiwen Sun
, Dongzhan Zhou,
Guangyao Li
,
Honggang Zhang
,
Di Hu