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2020 – today
- 2026
[j2]Chongjun Tu, Peng Ye, Dongzhan Zhou, Lei Bai, Gang Yu, Tao Chen
, Wanli Ouyang:
Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs. Int. J. Comput. Vis. 134(1): 22 (2026)- 2025
- [j1]Zicheng Zhang, Junying Wang, Farong Wen, Yijin Guo, Xiangyu Zhao, Xinyu Fang, Shengyuan Ding, Ziheng Jia, Jiahao Xiao, Ye Shen, Yushuo Zheng, Xiaorong Zhu, Yalun Wu, Ziheng Jiao, Wei Sun, Zijian Chen, Kaiwei Zhang, Kang Fu, Yuqin Cao, Ming Hu, Yue Zhou, Xuemei Zhou, Juntai Cao, Wei Zhou, Jinyu Cao, Ronghui Li, Donghao Zhou, Yuan Tian, Xiangyang Zhu, Chunyi Li, Haoning Wu, Xiaohong Liu, Junjun He, Yu Zhou, Hui Liu, Lin Zhang, Zesheng Wang, Huiyu Duan, Yingjie Zhou, Xiongkuo Min, Qi Jia, Dongzhan Zhou, Wenlong Zhang, Jiezhang Cao, Xue Yang, Junzhi Yu, Songyang Zhang, Haodong Duan, Guangtao Zhai:
Large multimodal models evaluation: a survey. Sci. China Inf. Sci. 68(12) (2025) - [c17]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:
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area. AAAI 2025: 415-423 - [c16]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:
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning. CVPR 2025: 9050-9061 - [c15]Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou:
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses. ICLR 2025 - [c14]Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen:
A CLIP-Powered Framework for Robust and Generalizable Data Selection. ICLR 2025 - [c13]Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou:
When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration. ICML 2025 - [c12]Jiaxu Li, Rui Li, Jianyu Qi, Songning Lai, Linpu Lv, Kejia Fan, Jianheng Tang, Yutao Yue, Dongzhan Zhou, Yunhuai Liu, Huiping Zhuang:
CFSSeg: Closed-Form Solution for Class-Incremental Semantic Segmentation of 2D Images and 3D Point Clouds. ACM Multimedia 2025: 247-256 - [c11]Di Zhang, Jianbo Wu, Jingdi Lei, Tong Che, Jiatong Li, Tong Xie, Xiaoshui Huang, Shufei Zhang, Marco Pavone, Yuqiang Li, Wanli Ouyang, Dongzhan Zhou:
LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search. NAACL (Long Papers) 2025: 7315-7337 - [i63]Chongjun Tu, Peng Ye, Dongzhan Zhou, Lei Bai, Gang Yu, Tao Chen, Wanli Ouyang:
Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs. CoRR abs/2503.08342 (2025) - [i62]Xudong Tan, Peng Ye, Chongjun Tu, Jianjian Cao, Yaoxin Yang, Lin Zhang, Dongzhan Zhou, Tao Chen:
TokenCarve: Information-Preserving Visual Token Compression in Multimodal Large Language Models. CoRR abs/2503.10501 (2025) - [i61]Yujie Liu, Zonglin Yang, Tong Xie, Jinjie Ni, Ben Gao, Yuqiang Li, Shixiang Tang, Wanli Ouyang, Erik Cambria, Dongzhan Zhou:
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition. CoRR abs/2503.21248 (2025) - [i60]Jucheng Hu, Suorong Yang, Dongzhan Zhou, Lijun Wu:
DONOD: Robust and Generalizable Instruction Fine-Tuning for LLMs via Model-Intrinsic Dataset Pruning. CoRR abs/2504.14810 (2025) - [i59]Jianyu Wu, Yizhou Wang, Xiangyu Yue, Xinzhu Ma, Jingyang Guo, Dongzhan Zhou, Wanli Ouyang, Shixiang Tang:
CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation. CoRR abs/2504.20830 (2025) - [i58]Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou:
When Dynamic Data Selection Meets Data Augmentation. CoRR abs/2505.03809 (2025) - [i57]Qian Tan, Dongzhan Zhou, Peng Xia, Wanhao Liu, Wanli Ouyang, Lei Bai, Yuqiang Li, Tianfan Fu:
ChemMLLM: Chemical Multimodal Large Language Model. CoRR abs/2505.16326 (2025) - [i56]Bo Zhang, Shiyang Feng, Xiangchao Yan, Jiakang Yuan, Zhiyin Yu, Xiaohan He, Songtao Huang, Shaowei Hou, Zheng Nie, Zhilong Wang, Jinyao Liu, Runmin Ma, Tianshuo Peng, Peng Ye, Dongzhan Zhou, Shufei Zhang, Xiaosong Wang, Yilan Zhang, Meng Li, Zhongying Tu, Xiangyu Yue, Wangli Ouyang, Bowen Zhou, Lei Bai:
NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification. CoRR abs/2505.16938 (2025) - [i55]Kaixuan Fan, Kaituo Feng, Haoming Lyu, Dongzhan Zhou, Xiangyu Yue:
SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward. CoRR abs/2505.17018 (2025) - [i54]Wanhao Liu, Zonglin Yang, Jue Wang, Lidong Bing, Di Zhang, Dongzhan Zhou, Yuqiang Li, Houqiang Li, Erik Cambria, Wanli Ouyang:
MOOSE-Chem3: Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental Feedback. CoRR abs/2505.17873 (2025) - [i53]Zonglin Yang, Wanhao Liu, Ben Gao, Yujie Liu, Wei Li, Tong Xie, Lidong Bing, Wanli Ouyang, Erik Cambria, Dongzhan Zhou:
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search. CoRR abs/2505.19209 (2025) - [i52]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, Ling-Yu Duan, Dongzhan Zhou, Shixiang Tang:
LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents. CoRR abs/2505.22634 (2025) - [i51]Shenghe Zheng, Qianjia Cheng, Junchi Yao, Mengsong Wu, Haonan He, Ning Ding, Yu Cheng, Shuyue Hu, Lei Bai, Dongzhan Zhou, Ganqu Cui, Peng Ye:
Scaling Physical Reasoning with the PHYSICS Dataset. CoRR abs/2506.00022 (2025) - [i50]Di Zhang, Weida Wang, Junxian Li, Xunzhi Wang, Jiatong Li, Jianbo Wu, Jingdi Lei, Haonan He, Peng Ye, Shufei Zhang, Wanli Ouyang, Yuqiang Li, Dongzhan Zhou:
Control-R: Towards controllable test-time scaling. CoRR abs/2506.00189 (2025) - [i49]Yake Wei, Yu Miao, Dongzhan Zhou, Di Hu:
MokA: Multimodal Low-Rank Adaptation for MLLMs. CoRR abs/2506.05191 (2025) - [i48]Mengsong Wu, YaFei Wang, Yidong Ming, Yuqi An, Yuwei Wan, Wenliang Chen, Binbin Lin, Yuqiang Li, Tong Xie, Dongzhan Zhou:
CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning. CoRR abs/2506.07551 (2025) - [i47]Mengsong Wu, Di Zhang, Yuqiang Li, Dongzhan Zhou, Wenliang Chen:
SELT: Self-Evaluation Tree Search for LLMs with Task Decomposition. CoRR abs/2506.07557 (2025) - [i46]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:
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning. CoRR abs/2506.10521 (2025) - [i45]Sha Zhang, Suorong Yang, Tong Xie, Xiangyuan Xue, Zixuan Hu, Rui Li, Wenxi Qu, Zhenfei Yin, Tianfan Fu, Di Hu, Andres M. Bran, Nian Ran, Bram Hoex, Wangmeng Zuo, Philippe Schwaller, Wanli Ouyang, Lei Bai, Yanyong Zhang, Lingyu Duan, Shixiang Tang, Dongzhan Zhou:
Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI. CoRR abs/2506.19613 (2025) - [i44]Suorong Yang, Peijia Li, Yujie Liu, Zhiming Xu, Peng Ye, Wanli Ouyang, Furao Shen, Dongzhan Zhou:
Multimodal-Guided Dynamic Dataset Pruning for Robust and Efficient Data-Centric Learning. CoRR abs/2507.12750 (2025) - [i43]Taoyong Cui, Zhongyao Wang, Dongzhan Zhou, Yuqiang Li, Lei Bai, Wanli Ouyang, Mao Su, Shufei Zhang:
Iterative Pretraining Framework for Interatomic Potentials. CoRR abs/2507.20118 (2025) - [i42]Zhuo Yang, Jiaqing Xie, Shuaike Shen, Daolang Wang, Yeyun Chen, Ben Gao, Shuzhou Sun, Biqing Qi, Dongzhan Zhou, Lei Bai, Linjiang Chen, Shufei Zhang, Jun Jiang, Tianfan Fu, Yuqiang Li:
SpectrumWorld: Artificial Intelligence Foundation for Spectroscopy. CoRR abs/2508.01188 (2025) - [i41]Jucheng Hu, Suorong Yang, Dongzhan Zhou:
Δ-AttnMask: Attention-Guided Masked Hidden States for Efficient Data Selection and Augmentation. CoRR abs/2508.09199 (2025) - [i40]Weijian Mai, Jiamin Wu, Yu Zhu, Zhouheng Yao, Dongzhan Zhou, Andrew F. Luo, Qihao Zheng, Wanli Ouyang, Chunfeng Song:
SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning. CoRR abs/2508.10298 (2025) - [i39]Lei Jiang, Shuzhou Sun, Biqing Qi, Yuchen Fu, Xiaohua Xu, Yuqiang Li, Dongzhan Zhou, Tianfan Fu:
Chem3DLLM: 3D Multimodal Large Language Models for Chemistry. CoRR abs/2508.10696 (2025) - [i38]Jiaqi Wei, Yuejin Yang, Xiang Zhang, Yuhan Chen, Xiang Zhuang, Zhangyang Gao, Dongzhan Zhou, Guangshuai Wang, Zhiqiang Gao, Juntai Cao, Zijie Qiu, Xuming He, Qiang Zhang, Chenyu You, Shuangjia Zheng, Ning Ding, Wanli Ouyang, Nanqing Dong, Yu Cheng, Siqi Sun, Lei Bai, Bowen Zhou:
From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery. CoRR abs/2508.14111 (2025) - [i37]Weida Wang, Dongchen Huang, Jiatong Li, Tengchao Yang, Ziyang Zheng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, Kunling Liu, Zhiyuan Gao, Shiqi Geng, 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:
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics. CoRR abs/2508.18124 (2025) - [i36]Ming Hu, Chenglong Ma, Wei Li, Wanghan Xu, Jiamin Wu, Jucheng Hu, Tianbin Li, Guohang Zhuang, Jiaqi Liu, Yingzhou Lu, Ying Chen, Chaoyang Zhang, Cheng Tan, Jie Ying, Guocheng Wu, Shujian Gao, Pengcheng Chen, Jiashi Lin, Haitao Wu, Lulu Chen, Fengxiang Wang, Yuanyuan Zhang, Xiangyu Zhao, Feilong Tang, Encheng Su, Junzhi Ning, Xinyao Liu, Ye Du, Changkai Ji, Cheng Tang, Huihui Xu, Ziyang Chen, Ziyan Huang, Jiyao Liu, Pengfei Jiang, Yizhou Wang, Chen Tang, Jianyu Wu, Yuchen Ren, Siyuan Yan, Zhonghua Wang, Zhongxing Xu, Shiyan Su, Shangquan Sun, Runkai Zhao, Zhisheng Zhang, Yu Liu, Fudi Wang, Yuanfeng Ji, Yanzhou Su, Hongming Shan, Chun-Mei Feng, Jiahao Xu, Jiangtao Yan, Wenhao Tang, Diping Song, Lihao Liu, Yanyan Huang, Lequan Yu, Bin Fu, Shujun Wang, Xiaomeng Li, Xiaowei Hu, Yun Gu, Ben Fei, Zhongying Deng, Benyou Wang, Yuewen Cao, Minjie Shen, Haodong Duan, Jie Xu, Yirong Chen, Fang Yan, Hongxia Hao, Jielan Li, Jiajun Du, Yanbo Wang, Imran Razzak, Chi Zhang, Lijun Wu, Conghui He, Zhaohui Lu, Jinhai Huang, Yihao Liu, Fenghua Ling, Yuqiang Li, Aoran Wang, Qihao Zheng, Nanqing Dong, Tianfan Fu, Dongzhan Zhou, Yan Lu, Wenlong Zhang, Jin Ye, Jianfei Cai, Wanli Ouyang, Yu Qiao, Zongyuan Ge, Shixiang Tang, Junjun He:
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers. CoRR abs/2508.21148 (2025) - [i35]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:
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks. CoRR abs/2509.01396 (2025) - [i34]Fangchen Yu, Haiyuan Wan, Qianjia Cheng, Yuchen Zhang, Jiacheng Chen, Fujun Han, Yulun Wu, Junchi Yao, Ruilizhen Hu, Ning Ding, Yu Cheng, Tao Chen, Lei Bai, Dongzhan Zhou, Yun Luo, Ganqu Cui, Peng Ye:
HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark? CoRR abs/2509.07894 (2025) - [i33]Dong Han, Zhehong Ai, Pengxiang Cai, Shuzhou Sun, Shanya Lu, Jianpeng Chen, Ben Gao, Lingli Ge, Weida Wang, Xiangxin Zhou, Xihui Liu, Mao Su, Wanli Ouyang, Lei Bai, Dongzhan Zhou, Tao Xu, Yuqiang Li, Shufei Zhang:
ChemBOMAS: Accelerated BO in Chemistry with LLM-Enhanced Multi-Agent System. CoRR abs/2509.08736 (2025) - [i32]Yizhou Wang, Chen Tang, Han Deng, Jiabei Xiao, Jiaqi Liu, Jianyu Wu, Jun Yao, Pengze Li, Encheng Su, Lintao Wang, Guohang Zhuang, Yuchen Ren, Ben Fei, Ming Hu, Xin Chen, Dongzhan Zhou, Junjun He, Xiangyu Yue, Zhenfei Yin, Jiamin Wu, Qihao Zheng, Yuhao Zhou, Huihui Xu, Chenglong Ma, Yan Lu, Wenlong Zhang, Chunfeng Song, Philip Torr, Shixiang Tang, Xinzhu Ma, Wanli Ouyang, Lei Bai:
SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines. CoRR abs/2509.21320 (2025) - [i31]Fangchen Yu, Junchi Yao, Ziyi Wang, Haiyuan Wan, Youling Huang, Bo Zhang, Shuyue Hu, Dongzhan Zhou, Ning Ding, Ganqu Cui, Lei Bai, Wanli Ouyang, Peng Ye:
PhysicsMinions: Winning Gold Medals in the Latest Physics Olympiads with a Coevolutionary Multimodal Multi-Agent System. CoRR abs/2509.24855 (2025) - [i30]Youquan Fu, Ruiyang Si, Hongfa Wang, Dongzhan Zhou, Jiacheng Sun, Ping Luo, Di Hu, Hongyuan Zhang, Xuelong Li:
Object-AVEdit: An Object-level Audio-Visual Editing Model. CoRR abs/2510.00050 (2025) - [i29]Taoyuze Lv, Alexander Chen, Fengyu Xie, Chu Wu, Jeffrey Meng, Dongzhan Zhou, Bram Hoex, Zhicheng Zhong, Tong Xie:
AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Crystalline Materials. CoRR abs/2510.04704 (2025) - [i28]Junchi Yu, Yujie Liu, Jindong Gu, Philip Torr, Dongzhan Zhou:
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need? CoRR abs/2510.16582 (2025) - [i27]Jiacheng Chen, Qianjia Cheng, Fangchen Yu, Haiyuan Wan, Yuchen Zhang, Shenghe Zheng, Junchi Yao, Qingyang Zhang, Haonan He, Yun Luo, Yufeng Zhao, Futing Wang, Li Sheng, Chengxing Xie, Yuxin Zuo, Yizhuo Li, Wenxauan Zeng, Yulun Wu, Rui Huang, Dongzhan Zhou, Kai Chen, Yu Qiao, Lei Bai, Yu Cheng, Ning Ding, Bowen Zhou, Peng Ye, Ganqu Cui:
P1: Mastering Physics Olympiads with Reinforcement Learning. CoRR abs/2511.13612 (2025) - [i26]Cheng Yang, Haiyuan Wan, Yiran Peng, Xin Chen, Zhaoyang Yu, Jiayi Zhang, Junchi Yu, Xinlei Yu, Xiawu Zheng, Dongzhan Zhou, Chenglin Wu:
Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks. CoRR abs/2511.15065 (2025) - [i25]Shuyue Hu, Haoyang Yan, Yiqun Zhang, Yang Chen, Dongzhan Zhou, Lei Bai:
Single-Agent Scaling Fails Multi-Agent Intelligence: Towards Foundation Models with Native Multi-Agent Intelligence. CoRR abs/2512.08743 (2025) - [i24]Zeyu Xia, Jinzhe Ma, Congjie Zheng, Shufei Zhang, Yuqiang Li, Hang Su, P. Hu, Changshui Zhang, Xingao Gong, Wanli Ouyang, Lei Bai, Dongzhan Zhou, Mao Su:
An Agentic Framework for Autonomous Materials Computation. CoRR abs/2512.19458 (2025) - [i23]Andres M. Bran, Tong Xie, Shai Pranesh, Jeffrey Meng, Xuan Vu Nguyen, Jeremy Goumaz, David Ming Segura, Ruizhi Xu, Dongzhan Zhou, Wenjie Zhang, Bram Hoex, Philippe Schwaller:
MiST: Understanding the Role of Mid-Stage Scientific Training in Developing Chemical Reasoning Models. CoRR abs/2512.21231 (2025) - [i22]Yiheng Wang, Yixin Chen, Shuo Li, Yifan Zhou, Bo Liu, Hengjian Gao, Jiakang Yuan, Jia Bu, Wanghan Xu, Yuhao Zhou, Xiangyu Zhao, Zhiwang Zhou, Fengxiang Wang, Haodong Duan, Songyang Zhang, Jun Yao, Han Deng, Yizhou Wang, Jiabei Xiao, Jiaqi Liu, Encheng Su, Yujie Liu, Weida Wang, Junchi Yao, Shenghe Zheng, Haoran Sun, Runmin Ma, Xiangchao Yan, Bo Zhang, Dongzhan Zhou, Shufei Zhang, Peng Ye, Xiaosong Wang, Shixiang Tang, Wenlong Zhang, Lei Bai:
SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence. CoRR abs/2512.22334 (2025) - [i21]Yankai Jiang, Wenjie Lou, Lilong Wang, Zhenyu Tang, Shiyang Feng, Jiaxuan Lu, Haoran Sun, Yaning Pan, Shuang Gu, Haoyang Su, Feng Liu, Wangxu Wei, Pan Tan, Dongzhan Zhou, Fenghua Ling, Cheng Tan, Bo Zhang, Xiaosong Wang, Lei Bai, Bowen Zhou:
SCP: Accelerating Discovery with a Global Web of Autonomous Scientific Agents. CoRR abs/2512.24189 (2025) - 2024
- [c10]Yaoting Wang, Peiwen Sun, Dongzhan Zhou, Guangyao Li, Honggang Zhang, Di Hu:
Ref-AVS: Refer and Segment Objects in Audio-Visual Scenes. ECCV (74) 2024: 196-213 - [c9]Yu Sun, Dongzhan Zhou, Chen Lin, Conghui He, Wanli Ouyang, Han-Sen Zhong:
LOCR: Location-Guided Transformer for Optical Character Recognition. EMNLP (Findings) 2024: 5480-5497 - [i20]Di Zhang, Wei Liu, Qian Tan, Jingdan Chen, Hang Yan, Yuliang Yan, Jiatong Li, Weiran Huang, Xiangyu Yue, Dongzhan Zhou, Shufei Zhang, Mao Su, Hansen Zhong, Yuqiang Li, Wanli Ouyang:
ChemLLM: A Chemical Large Language Model. CoRR abs/2402.06852 (2024) - [i19]Yu Sun, Dongzhan Zhou, Chen Lin, Conghui He, Wanli Ouyang, Hansen Zhong:
LOCR: Location-Guided Transformer for Optical Character Recognition. CoRR abs/2403.02127 (2024) - [i18]Ruifeng Li, Dongzhan Zhou, Ancheng Shen, Ao Zhang, Mao Su, Mingqian Li, Hongyang Chen, Gang Chen, Yin Zhang, Shufei Zhang, Yuqiang Li, Wanli Ouyang:
Physical formula enhanced multi-task learning for pharmacokinetics prediction. CoRR abs/2404.10354 (2024) - [i17]Di Zhang, Xiaoshui Huang, Dongzhan Zhou, Yuqiang Li, Wanli Ouyang:
Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B. CoRR abs/2406.07394 (2024) - [i16]Yaoting Wang, Peiwen Sun, Dongzhan Zhou, Guangyao Li, Honggang Zhang, Di Hu:
Ref-AVS: Refer and Segment Objects in Audio-Visual Scenes. CoRR abs/2407.10957 (2024) - [i15]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, Shufei Zhang, Mao Su, Wanli Ouyang, Yuqiang Li, Dongzhan Zhou:
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area. CoRR abs/2408.07246 (2024) - [i14]Di Zhang, Jianbo Wu, Jingdi Lei, Tong Che, Jiatong Li, Tong Xie, Xiaoshui Huang, Shufei Zhang, Marco Pavone, Yuqiang Li, Wanli Ouyang, Dongzhan Zhou:
LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning. CoRR abs/2410.02884 (2024) - [i13]Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou:
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses. CoRR abs/2410.07076 (2024) - [i12]Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen:
A CLIP-Powered Framework for Robust and Generalizable Data Selection. CoRR abs/2410.11215 (2024) - [i11]Jiatong Li, Yunqing Liu, Wei Liu, Jingdi Lei, Di Zhang, Wenqi Fan, Dongzhan Zhou, Yuqiang Li, Qing Li:
MolReFlect: Towards In-Context Fine-grained Alignments between Molecules and Texts. CoRR abs/2411.14721 (2024) - [i10]Di Zhang, Junxian Li, Jingdi Lei, Xunzhi Wang, Yujie Liu, Zonglin Yang, Jiatong Li, Weida Wang, Suorong Yang, Jianbo Wu, Peng Ye, Wanli Ouyang, Dongzhan Zhou:
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning. CoRR abs/2411.18203 (2024) - [i9]Jiaxu Li, Songning Lai, Rui Li, Di Fang, Kejia Fan, Jianheng Tang, Yuhan Zhao, Rongchang Zhao, Dongzhan Zhou, Yutao Yue, Huiping Zhuang:
SegACIL: Solving the Stability-Plasticity Dilemma in Class-Incremental Semantic Segmentation. CoRR abs/2412.10834 (2024) - [i8]Jiatong Li, Junxian Li, Yunqing Liu, Dongzhan Zhou, Qing Li:
TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation. CoRR abs/2412.14642 (2024) - [i7]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:
Biology Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models. CoRR abs/2412.19191 (2024) - 2023
- [c8]Xinchi Zhou, Dongzhan Zhou, Wanli Ouyang, Hang Zhou, Di Hu:
SeCo: Separating Unknown Musical Visual Sounds with Consistency Guidance. WACV 2023: 5157-5166 - [c7]Xinchi Zhou, Dongzhan Zhou, Di Hu, Hang Zhou, Wanli Ouyang:
Exploiting Visual Context Semantics for Sound Source Localization. WACV 2023: 5188-5197 - 2022
- [c6]Dongzhan Zhou, Xinchi Zhou, Di Hu, Hang Zhou, Lei Bai, Ziwei Liu, Wanli Ouyang:
SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation. AAAI 2022: 3544-3552 - [i6]Xinchi Zhou, Dongzhan Zhou, Wanli Ouyang, Hang Zhou, Ziwei Liu, Di Hu:
SeCo: Separating Unknown Musical Visual Sounds with Consistency Guidance. CoRR abs/2203.13535 (2022) - 2021
- [c5]Xinzhu Ma, Yinmin Zhang, Dan Xu, Dongzhan Zhou, Shuai Yi, Haojie Li, Wanli Ouyang:
Delving Into Localization Errors for Monocular 3D Object Detection. CVPR 2021: 4721-4730 - [c4]Xinchi Zhou, Dongzhan Zhou, Lingbo Liu:
TRUFM: a Transformer-Guided Framework for Fine-Grained Urban Flow Inference. ICONIP (4) 2021: 262-273 - [i5]Xinzhu Ma, Yinmin Zhang, Dan Xu, Dongzhan Zhou, Shuai Yi, Haojie Li, Wanli Ouyang:
Delving into Localization Errors for Monocular 3D Object Detection. CoRR abs/2103.16237 (2021) - 2020
- [c3]Dongzhan Zhou, Xinchi Zhou, Wenwei Zhang, Chen Change Loy, Shuai Yi, Xuesen Zhang, Wanli Ouyang:
EcoNAS: Finding Proxies for Economical Neural Architecture Search. CVPR 2020: 11393-11401 - [c2]Dongzhan Zhou, Xinchi Zhou, Hongwen Zhang, Shuai Yi, Wanli Ouyang:
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection. ECCV (8) 2020: 258-274 - [c1]Weiming Zhuang, Yonggang Wen, Xuesen Zhang, Xin Gan, Daiying Yin, Dongzhan Zhou, Shuai Zhang, Shuai Yi:
Performance Optimization of Federated Person Re-identification via Benchmark Analysis. ACM Multimedia 2020: 955-963 - [i4]Dongzhan Zhou, Xinchi Zhou, Wenwei Zhang, Chen Change Loy, Shuai Yi, Xuesen Zhang, Wanli Ouyang:
EcoNAS: Finding Proxies for Economical Neural Architecture Search. CoRR abs/2001.01233 (2020) - [i3]Dongzhan Zhou, Xinchi Zhou, Hongwen Zhang, Shuai Yi, Wanli Ouyang:
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection. CoRR abs/2004.12178 (2020) - [i2]Weiming Zhuang, Yonggang Wen, Xuesen Zhang, Xin Gan, Daiying Yin, Dongzhan Zhou, Shuai Zhang, Shuai Yi:
Performance Optimization for Federated Person Re-identification via Benchmark Analysis. CoRR abs/2008.11560 (2020)
2010 – 2019
- 2019
- [i1]Chen Change Loy, Dahua Lin, Wanli Ouyang, Yuanjun Xiong, Shuo Yang, Qingqiu Huang, Dongzhan Zhou, Wei Xia, Quanquan Li, Ping Luo, Junjie Yan, Jianfeng Wang, Zuoxin Li, Ye Yuan, Boxun Li, Shuai Shao, Gang Yu, Fangyun Wei, Xiang Ming, Dong Chen, Shifeng Zhang, Cheng Chi, Zhen Lei, Stan Z. Li, Hongkai Zhang, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen, Wu Liu, Boyan Zhou, Huaxiong Li, Peng Cheng, Tao Mei, Artem Kukharenko, Artem Vasenin, Nikolay Sergievskiy, Hua Yang, Liangqi Li, Qiling Xu, Yuan Hong, Lin Chen, Mingjun Sun, Yirong Mao, Shiying Luo, Yongjun Li, Ruiping Wang, Qiaokang Xie, Ziyang Wu, Lei Lu, Yiheng Liu, Wengang Zhou:
WIDER Face and Pedestrian Challenge 2018: Methods and Results. CoRR abs/1902.06854 (2019)
Coauthor Index
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