Li, Yuqiang

1. Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B
   2024/06/11 by Di Zhang, Xiaoshui Huang, Zhang, Di +7 · 3 voices · 56 citations
   Computer Science · Mathematics · #Combinatorics #Computer science #Mathematics #Mathematics education #Mathematics, Computing, and Information Processing #Monte Carlo method #Olympiad #Statistics #Tree (set theory) #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 · 32 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. Intern-S1: A Scientific Multimodal Foundation Model
   2025/08/21 by Bai, Lei, Cai, Zhongrui, Cao, Yuhang +173 · 1 voice · 33 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. ChemLLM: A Chemical Large Language Model
   2024/02/10 by Di Zhang, Wei Liu, Zhang, Di +26 · 31 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences
5. ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
   2024/08/14 by Junxian Li, Di Zhang, Li, Junxian +35 · 36 citations
   Computer Science · Materials Science · #Topic Modeling #Advanced Text Analysis Techniques #Machine Learning in Materials Science
6. MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
   2024/10/09 by Zonglin Yang, Yang, Zonglin, Liu, Wanhao +14 · 27 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
7. ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition
   2025/03/27 by Liu, Yujie, Yang, Zonglin, Xie, Tong +7 · 26 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
8. Large Language Models are In-Context Molecule Learners
   2024/03/07 by Jiatong Li, Wei Liu, Li, Jiatong +9 · 10 citations
   Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
9. MolReFlect: Towards In-Context Fine-grained Alignments between Molecules and Texts
   2024/11/22 by Li, Jiatong, Liu, Yunqing, Liu, Wei +6 · 7 citations
   #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
10. A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
    2025/08/28 by Ming Hu, Mingjun Hu, Hu, Ming +248 · 1 voice · 12 citations
    Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling #cs.AI #cs.CL
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. 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 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Genetics, Bioinformatics, and Biomedical Research
13. Reasoning BO: Enhancing Bayesian Optimization with Long-Context Reasoning Power of LLMs
    2025/05/19 by Zhuo Yang, Yang, Zhuo, Lixin Ge +8 · 4 citations
    Computer Science · Materials Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Machine Learning in Materials Science
14. TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets
    2024/06/30 by Jintai Chen, Chen, Jintai, Yaojun Hu +27 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
15. Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
    2025/12/18 by Wanghan Xu, Xu, Wanghan, Yuhao Zhou +214 · 1 voice · 3 citations
    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
16. Sequential Diffusion Language Models
    2025/09/28 by Liu, Yangzhou, Cao, Yue, Li, Hao +13 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
17. Mapping Observations of Peptide-like molecules around Sagittarius B2
    2023/10/25 by Siqi Zheng, Zheng, Siqi, Juan Li +17 · 1 citation
    Chemistry · Physics and Astronomy · #Astrophysics and Star Formation Studies #Astrophysics of Galaxies (astro-ph.GA) #Atomic and Molecular Physics #FOS: Physical sciences #Molecular Spectroscopy and Structure
18. ChemMLLM: Chemical Multimodal Large Language Model
    2025/05/22 by Qian Tan, Dongzhan Zhou, Tan, Qian +13 · 6 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. Chem-R: Learning to Reason as a Chemist
    2025/10/19 by Weida Wang, Benteng Chen, Wang, Weida +30 · 3 citations
    Materials Science · Computer Science · Environmental Science · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Chemistry and Chemical Engineering
20. InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames
    2025/10/31 by H. Li, Haorui Li, Weitao Du +10 · 2 citations
    Computer Science · Materials Science · #Atom (system on chip) #Autoregressive model #Computational Drug Discovery Methods #Domain Adaptation and Few-Shot Learning #Encoding (memory) #Inertial frame of reference #Invariant (physics) #Machine Learning in Materials Science #Permutation (music) #cs.AI #cs.LG
21. CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
    2025/08/25 by Wang, Weida, Huang, Dongchen, Li, Jiatong +32 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
22. ChemBOMAS: Accelerated BO in Chemistry with LLM-Enhanced Multi-Agent System
    2025/09/10 by Han, Dong, Ai, Zhehong, Cai, Pengxiang +16 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)