Mingjun Xu
- SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding
2024/08/28 by Sihang Li, Jin Huang, Li, Sihang +15 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Uni-SMART: Universal Science Multimodal Analysis and Research Transformer
2024/03/15 by Hengxing Cai, Cai, Hengxing, Xiaochen Cai +30 · 2 citations
Health Professions · #Digital Storytelling and Education
- Multi-view Adversarial Discriminator: Mine the Non-causal Factors for Object Detection in Unseen Domains
2023/04/06 by Mingjun Xu, Lingyun Qin, Xu, Mingjun +7 · 1 citation
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications
- A Multi-Granularity Retrieval Framework for Visually-Rich Documents
2025/05/01 by Mingjun Xu, Zehui Wang, Xu, Mingjun +5 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Web Data Mining and Analysis
- MolReasoner: Toward Effective and Interpretable Reasoning for Molecular LLMs
2025/08/04 by Guojiang Zhao, Zhao, Guojiang, Zixiang Lu +27 · 3 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Inverse Knowledge Search over Verifiable Reasoning: Synthesizing a Scientific Encyclopedia from a Long Chains-of-Thought Knowledge Base
2025/10/30 by Yu Li, Yuan Huang, Li, Yu +46 · 2 voices · 1 citation
Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Mathematics, Computing, and Information Processing #Scientific Computing and Data Management #cs.AI #cs.LG