Zhou, Dongzhan

27 publications

ICLR 2026 AnyTouch 2: General Optical Tactile Representation Learning for Dynamic Tactile Perception Ruoxuan Feng, Yuxuan Zhou, Siyu Mei, Dongzhan Zhou, Pengwei Wang, Shaowei Cui, Bin Fang, Guocai Yao, Di Hu

ICLR 2026 CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics Weida Wang, Dongchen Huang, Jiatong Li, Tengchao Yang, Ziyang Zheng, Chuyi Peng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, Kunling Liu, Zhiyuan Gao, Shiqigeng, Wei Ma, Jiaming Su, Xin Li, Shuchen Pu, Yuhan Shui, Qianjia Cheng, Zhihao Dou, Dongfei Cui, Changyong He, Jin Zeng, Zeke Xie, Mao Su, Dongzhan Zhou, Yuqiang Li, Wanli Ouyang, Yunqi Cai, Xi Dai, Shufei Zhang, Lei Bai, Jinguang Cheng, Zhong Fang, Hongming Weng

ICLR 2026 SketchThinker-R1: Towards Efficient Sketch-Style Reasoning in Large Multimodal Models Ruiyang Zhang, Dongzhan Zhou, Zhedong Zheng

ICLR 2026 SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward Kaixuan Fan, Kaituo Feng, Haoming Lyu, Dongzhan Zhou, Xiangyu Yue

ICLR 2025 A CLIP-Powered Framework for Robust and Generalizable Data Selection Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen

NeurIPS 2025 Accelerating 3D Molecule Generative Models with Trajectory Diagnosis Zhilong Zhang, Yuxuan Song, Yichun Wang, Jingjing Gong, Hanlin Wu, Dongzhan Zhou, Hao Zhou, Wei-Ying Ma

ICCV 2025 CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation Jianyu Wu, Yizhou Wang, Xiangyu Yue, Xinzhu Ma, Jinyang Guo, Dongzhan Zhou, Wanli Ouyang, Shixiang Tang

NeurIPS 2025 Can Knowledge-Graph-Based Retrieval Augmented Generation Really Retrieve What You Need? Junchi Yu, Yujie Liu, Jindong Gu, Philip Torr, Dongzhan Zhou

AAAI 2025 ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area 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

CVPR 2025 Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning 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

NeurIPS 2025 LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents 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

NeurIPS 2025 MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search Zonglin Yang, Wanhao Liu, Ben Gao, Yujie Liu, Wei Li, Tong Xie, Lidong Bing, Wanli Ouyang, Erik Cambria, Dongzhan Zhou

ICLR 2025 MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou

ICLRW 2025 MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou

ICLRW 2025 MatFusion: A Multi-Modal Framework Bridging LLMs and Structural Embeddings for Experimental Materials Property Prediction Yuwei Wan, Yuqi An, Dongzhan Zhou, Jiahao Dong, Chunyu Kit, Wenjie Zhang, Bram Hoex, Tong Xie, Yingheng Wang

NeurIPS 2025 MokA: Multimodal Low-Rank Adaptation for MLLMs Yake Wei, Yu Miao, Dongzhan Zhou, Di Hu

NeurIPS 2025 Scaling Physical Reasoning with the PHYSICS Dataset Shenghe Zheng, Qianjia Cheng, Junchi Yao, Mengsong Wu, Haonan He, Ning Ding, Yu Cheng, Shuyue Hu, Lei Bai, Dongzhan Zhou, Ganqu Cui, Peng Ye

NeurIPS 2025 Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning 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

NeurIPS 2025 SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning Weijian Mai, Jiamin Wu, Yu Zhu, Zhouheng Yao, Dongzhan Zhou, Andrew Luo, Qihao Zheng, Wanli Ouyang, Chunfeng Song

ICML 2025 When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou

ECCV 2024 Ref-AVS: Refer and Segment Objects in Audio-Visual Scenes Yaoting Wang, Peiwen Sun, Dongzhan Zhou, Guangyao Li, Honggang Zhang, Di Hu

WACV 2023 Exploiting Visual Context Semantics for Sound Source Localization Xinchi Zhou, Dongzhan Zhou, Di Hu, Hang Zhou, Wanli Ouyang

WACV 2023 SeCo: Separating Unknown Musical Visual Sounds with Consistency Guidance Xinchi Zhou, Dongzhan Zhou, Wanli Ouyang, Hang Zhou, Di Hu

AAAI 2022 SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation Dongzhan Zhou, Xinchi Zhou, Di Hu, Hang Zhou, Lei Bai, Ziwei Liu, Wanli Ouyang

CVPR 2021 Delving into Localization Errors for Monocular 3D Object Detection Xinzhu Ma, Yinmin Zhang, Dan Xu, Dongzhan Zhou, Shuai Yi, Haojie Li, Wanli Ouyang

ECCV 2020 Cheaper Pre-Training Lunch: An Efficient Paradigm for Object Detection Dongzhan Zhou, Xinchi Zhou, Hongwen Zhang, Shuai Yi, Wanli Ouyang

CVPR 2020 EcoNAS: Finding Proxies for Economical Neural Architecture Search Dongzhan Zhou, Xinchi Zhou, Wenwei Zhang, Chen Change Loy, Shuai Yi, Xuesen Zhang, Wanli Ouyang