Dongzhan Zhou

1. Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B
   2024/06/11 by Di Zhang, Zhang, Di, Xiaoshui Huang +7 · 3 voices · 32 citations
   Computer Science · #Mathematics, Computing, and Information Processing #cs.AI
2. LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning
   2024/10/03 by Di Zhang, Jianbo Wu, Zhang, Di +23 · 1 voice · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #cs.AI #cs.CL
3. ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
   2024/08/14 by Junxian Li, Di Zhang, Li, Junxian +35 · 21 citations
   Computer Science · Materials Science · #Topic Modeling #Advanced Text Analysis Techniques #Machine Learning in Materials Science
4. ChemLLM: A Chemical Large Language Model
   2024/02/10 by Di Zhang, Wei Liu, Zhang, Di +26 · 16 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences
5. Delving into Localization Errors for Monocular 3D Object Detection
   2021/03/30 by Xinzhu Ma, Yinmin Zhang, Ma, Xinzhu +11 · 7 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Visual Attention and Saliency Detection
6. Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
   2024/11/27 by Di Zhang, Zhang, Di, Junxian Li +23 · 1 voice · 15 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.CV
7. MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
   2024/10/09 by Zonglin Yang, Yang, Zonglin, Ben Gao +14 · 13 citations
   Computer Science · Materials Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
8. Ref-AVS: Refer and Segment Objects in Audio-Visual Scenes
   2024/07/15 by Yaoting Wang, Peiwen Sun, Wang, Yaoting +9 · 9 citations
   Computer Science · #Music and Audio Processing
9. From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery
   2025/08/18 by Jiaqi Wei, Yue-Jin Yang, Wei, Jiaqi +52 · 3 voices · 18 citations
   Computer Science · Decision Sciences · #Scientific Computing and Data Management #cs.LG
10. A CLIP-Powered Framework for Robust and Generalizable Data Selection
    2024/10/15 by Peng Ye, Yang, Suorong, Wanli Ouyang +6 · 8 citations
    Computer Science · #Fuzzy Logic and Control Systems
11. Evidential Deep Learning for Interatomic Potentials
    2024/07/19 by Xu Han, Taoyong Cui, Xu, Han +18 · 4 citations
    Computer Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Neural Networks and Applications #Topic Modeling
12. TokenCarve: Information-Preserving Visual Token Compression in Multimodal Large Language Models
    2025/03/13 by Xudong Tan, Tan, Xudong, Peng Ye +12 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis
13. Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs
    2025/03/11 by Chongjun Tu, Hancheng Ye, Tu, Chongjun +11 · 5 citations
    Neuroscience · Computer Science · Medicine · #Hallucinations in medical conditions #Topological and Geometric Data Analysis #Cancer-related cognitive impairment studies
14. Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
    2024/12/26 by Haonan He, Yuchen Ren, He, Haonan +26 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Genetics, Bioinformatics, and Biomedical Research
15. DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks
    2025/09/01 by Haiyuan Wan, Wan, Haiyuan, Chen Yang +22 · 8 citations
    Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Materials Science #Scientific Computing and Data Management #Topic Modeling
16. Meow-Omni 1: A Multimodal Large Language Model for Feline Ethology
    2026/05/09 by Jucheng Hu, Zhangquan Chen, Yulin Chen +9 · 1 voice
    Computer Science · Biochemistry, Genetics and Molecular Biology · #cs.CL #q-bio.NC
17. LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents
    2025/05/28 by Rui Li, Zhimeng Hu, Li, Rui +28 · 2 citations
    Computer Science · Psychology · #Action Observation and Synchronization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Social Robot Interaction and HRI #Software Engineering (cs.SE)
18. ChemMLLM: Chemical Multimodal Large Language Model
    2025/05/22 by Qian Tan, Tan, Qian, Dongzhan Zhou +13 · 4 citations
    Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
19. Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
    2025/12/18 by Wanghan Xu, Yuhao Zhou, Xu, Wanghan +214 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.LG
20. LabRobFail: A Benchmark for Robotic Failure Analysis in Chemical Self-driving Laboratory
    2026/07/26 by Haobo Wang, Baoli Sun, Anqi Zou +8
    Computer Science · #cs.CV #cs.RO
21. BioVLN: A Simulation Platform for Visual Language Navigation in Biomedical Laboratories
    2026/07/29 by Zhe Liu, Quan Lu, Zhaohui Du +7
    Computer Science · #cs.RO #cs.AI