Dongzhan Zhou
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
11
Active years
2020–2026
Best venue rank
A*
Where they publish
Papers
20 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement. | Chongjun Tu, Peng Ye, Dongzhan Zhou, Tao Chen, Wanli Ouyang |
| 2026 | AAAI | Deep Research Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks. | 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 |
| 2026 | ACL | ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition. | Yujie Liu, Zonglin Yang, Tong Xie, Jinjie Ni, Ben Gao, Yuqiang Li, Shixiang Tang, Wanli Ouyang, Erik Cambria, Dongzhan Zhou |
| 2025 | AAAI | 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 |
| 2025 | CVPR | 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 |
| 2025 | EMNLP | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models. | 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 |
| 2025 | ICCV | 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 |
| 2025 | ICLR | 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 |
| 2025 | ICLR | A CLIP-Powered Framework for Robust and Generalizable Data Selection. | Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen |
| 2025 | ICML | When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration. | Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou |
| 2025 | NAACL | LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search. | Di Zhang, Jianbo Wu, Jingdi Lei, Tong Che, Jiatong Li, Tong Xie, Xiaoshui Huang, Shufei Zhang, Marco Pavone, Yuqiang Li, Wanli Ouyang, Dongzhan Zhou |
| 2024 | ECCV | Ref-AVS: Refer and Segment Objects in Audio-Visual Scenes. | Yaoting Wang, Peiwen Sun, Dongzhan Zhou, Guangyao Li, Honggang Zhang, Di Hu |
| 2024 | EMNLP | LOCR: Location-Guided Transformer for Optical Character Recognition. | Yu Sun, Dongzhan Zhou, Chen Lin, Conghui He, Wanli Ouyang, Han-Sen Zhong |
| 2023 | WACV | Exploiting Visual Context Semantics for Sound Source Localization. | Xinchi Zhou, Dongzhan Zhou, Di Hu, Hang Zhou, Wanli Ouyang |
| 2023 | WACV | SeCo: Separating Unknown Musical Visual Sounds with Consistency Guidance. | Xinchi Zhou, Dongzhan Zhou, Wanli Ouyang, Hang Zhou, Di Hu |
| 2022 | AAAI | SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation. | Dongzhan Zhou, Xinchi Zhou, Di Hu, Hang Zhou, Lei Bai, Ziwei Liu, Wanli Ouyang |
| 2021 | CVPR | Delving Into Localization Errors for Monocular 3D Object Detection. | Xinzhu Ma, Yinmin Zhang, Dan Xu, Dongzhan Zhou, Shuai Yi, Haojie Li, Wanli Ouyang |
| 2021 | ICONIP | TRUFM: a Transformer-Guided Framework for Fine-Grained Urban Flow Inference. | Xinchi Zhou, Dongzhan Zhou, Lingbo Liu |
| 2020 | CVPR | EcoNAS: Finding Proxies for Economical Neural Architecture Search. | Dongzhan Zhou, Xinchi Zhou, Wenwei Zhang, Chen Change Loy, Shuai Yi, Xuesen Zhang, Wanli Ouyang |
| 2020 | ECCV | Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection. | Dongzhan Zhou, Xinchi Zhou, Hongwen Zhang, Shuai Yi, Wanli Ouyang |