Meng Xiao
- Large Language Model Agent: A Survey on Methodology, Applications and Challenges
2025/03/27 by Junyu Luo, Weizhi Zhang, Luo, Junyu +47 · 46 citations
Computer Science · #Topic Modeling
- BioRAG: A RAG-LLM Framework for Biological Question Reasoning
2024/08/02 by Chengrui Wang, Qingqing Long, Wang, Chengrui +13 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents
2022/12/27 by Meng Xiao, Xiao, Meng, Dongjie Wang +13 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Arbitrarily configurable nonlinear topological modes
2024/02/11 by Kai Bai, Jia-Zheng Li, Bai, Kai +9 · 4 citations
Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #Advanced Fiber Optic Sensors #FOS: Physical sciences #Nonlinear Photonic Systems #Optics (physics.optics) #Quantum Physics (quant-ph)
- GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation
2024/07/17 by Guojiao Lin, Lin, Guojiao, Zhen Meng +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- The suppression of Finite Size Effect within a Few Lattices
2023/01/06 by Tao Liu, Kai Bai, Liu, Tao +11 · 1 citation
Engineering · Physics and Astronomy · #Classical Physics (physics.class-ph) #FOS: Physical sciences #Optics (physics.optics) #Photonic Crystals and Applications #Photonic and Optical Devices #Semiconductor Lasers and Optical Devices
- Characterization of higher-order topological superconductors using Bott indices
2024/07/29 by Xun-Jiang Luo, Luo, Xun-Jiang, Jia-Zheng Li +5 · 2 citations
Physics and Astronomy · #Topological Materials and Phenomena #Quantum and electron transport phenomena #Quantum many-body systems
- scInterpreter: Training Large Language Models to Interpret scRNA-seq Data for Cell Type Annotation
2024/02/18 by Cong Li, Meng Xiao, Li, Cong +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Single-cell and spatial transcriptomics
- SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models
2025/03/12 by Chuan Qin, Qin, Chuan, Chen, Xin +27 · 2 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization
2025/04/24 by Xiaohan Huang, Huang, Xiaohan, Dongjie Wang +17 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
- Knowledge-Guided Biomarker Identification for Label-Free Single-Cell RNA-Seq Data: A Reinforcement Learning Perspective
2025/01/02 by Meng Xiao, Weiliang Zhang, Xiao, Meng +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Single-cell and spatial transcriptomics
- SciRerankBench: Benchmarking Rerankers Towards Scientific Retrieval-Augmented Generated LLMs
2025/08/12 by Haotian Chen, Qingqing Long, Chen, Haotian +15 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques
- Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation
2025/01/17 by Dongjie Wang, Yanyong Huang, Wang, Dongjie +25 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GCAL: Adapting Graph Models to Evolving Domain Shifts
2025/05/22 by Ziyue Qiao, Qiao, Ziyue, Qianyi Cai +13 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare