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Lei Song

  1. Pre-Trained Large Language Models for Industrial Control
    2023/08/06 by Lei Song, Song, Lei, Chuheng Zhang +5 · 2 voices · 4 citations
    Computer Science · #Topic Modeling
  2. The Illusion of Readiness in Health AI
    2025/09/22 by Yu Gu, Yu‐Cheng Gu, Gu, Yu +64 · 13 voices · 4 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Topic Modeling
  3. Comprehensive analysis of chromothripsis in 2,658 human cancers using whole-genome sequencing
    2020/02/05 by Ruibin Xi, Dhawal Jain, Youngsook L. Jung +1341 · 10 citations
    Biochemistry, Genetics and Molecular Biology · #Cancer Genomics and Diagnostics #Genomic variations and chromosomal abnormalities #Genomics and Rare Diseases
  4. Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem
    2023/04/19 by Yan Jin, Yuandong Ding, Jin, Yan +13 · 10 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Vehicle License Plate Recognition #Vehicle Routing Optimization Methods
  5. Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
    2022/10/04 by Lei Song, Song, Lei, Ke Xue +5 · 6 citations
    Computer Science · #Metaheuristic Optimization Algorithms Research #Advanced Image and Video Retrieval Techniques #Machine Learning and Data Classification
  6. TimeX++: Learning Time-Series Explanations with Information Bottleneck
    2024/05/15 by Zichuan Liu, Liu, Zichuan, Tianchun Wang +17 · 9 citations
    Computer Science · Engineering · #Time Series Analysis and Forecasting #Machine Learning in Healthcare #Reservoir Engineering and Simulation Methods
  7. Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
    2024/06/02 by Yifan Xia, Xia, Yifan, Xianliang Yang +9 · 6 citations
    Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
  8. Protecting Your LLMs with Information Bottleneck
    2024/04/22 by Zichuan Liu, Zefan Wang, Liu, Zichuan +15 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computation and Language (cs.CL) #Cryptography and Data Security #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences
  9. Reinforced In-Context Black-Box Optimization
    2024/02/27 by Lei Song, Song, Lei, Chenxiao Gao +13 · 4 citations
    Engineering · #Scheduling and Optimization Algorithms
  10. Macro Placement by Wire-Mask-Guided Black-Box Optimization
    2023/06/29 by Yunqi Shi, Shi, Yunqi, Ke Xue +5 · 4 citations
    Engineering · #VLSI and FPGA Design Techniques #3D IC and TSV technologies #Advancements in Photolithography Techniques
  11. Graph Neural Network Enhanced Retrieval for Question Answering of LLMs
    2024/06/03 by Zijian Li, Li, Zijian, Qingyan Guo +11 · 5 citations
    Computer Science · #Educational Technology and Assessment #Natural Language Processing Techniques
  12. Genetic drivers and cellular selection of female mosaic X chromosome loss
    2024/06/12 by Aoxing Liu, Giulio Genovese, Yajie Zhao +116 · 1 voice · 3 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities #Immune Cell Function and Interaction #T-cell and B-cell Immunology
  13. Probably Safe or Live
    2014/01/28 by Joost-Pieter Katoen, Katoen, Joost-Pieter, Lei Song +3 · 1 citation
    Computer Science · #F.4.1 #FOS: Computer and information sciences #Formal Methods in Verification #Logic in Computer Science (cs.LO) #Logic, Reasoning, and Knowledge #Logic, programming, and type systems
  14. A Simple Probabilistic Extension of Modal Mu-calculus
    2015/04/29 by Wanwei Liu, Lei Song, Liu, Wanwei +5 · 1 citation
    Computer Science · #D.2.4 #F.4.1 #FOS: Computer and information sciences #Formal Methods in Verification #Logic in Computer Science (cs.LO) #Logic, Reasoning, and Knowledge #Logic, programming, and type systems
  15. Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples
    2024/08/12 by Sam Khallaghi, Khallaghi, Sam, Rahebe Abedi +26 · 3 citations
    Agricultural and Biological Sciences · #Smart Agriculture and AI
  16. HeurAgenix: Leveraging LLMs for Solving Complex Combinatorial Optimization Challenges
    2025/06/18 by Xianliang Yang, Yang, Xianliang, Ling Zhang +7 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Scheduling and Optimization Algorithms #Semantic Web and Ontologies
  17. PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation
    2025/01/20 by J. I. Wang, Jing‐jing Fu, Wang, Jinyu +6 · 4 citations
    Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
  18. On the image of Hitchin morphism for algebraic surfaces: The case \rm GLn
    2021/07/04 by Lei Song, Song, Lei, Hao Sun +1 · 1 citation
    Mathematics · #Advanced Algebra and Geometry #Algebraic Geometry (math.AG) #Algebraic Geometry and Number Theory #FOS: Mathematics #Homotopy and Cohomology in Algebraic Topology
  19. Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management
    2022/12/15 by Yuandong Ding, Ding, Yuandong, Mingxiao Feng +17 · 1 citation
    Business, Management and Accounting · Decision Sciences · #Supply Chain and Inventory Management #Auction Theory and Applications
  20. Recent Advances in Understanding Multi-scale Climate Variability of the Asian Monsoon
    2023/05/20 by Wen Chen, Renhe Zhang, Renguang Wu +13 · 1 voice · 1 citation
    Earth and Planetary Sciences · Environmental Science · #Climate variability and models #Oceanographic and Atmospheric Processes #Tropical and Extratropical Cyclones Research
  21. Monte Carlo Tree Search based Space Transfer for Black-box Optimization
    2024/12/10 by Wang, Shukuan, Ke Xue, Lei Song +6 · 2 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Medical Image Segmentation Techniques #Distributed and Parallel Computing Systems
  22. Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning
    2024/04/15 by Linjie Xu, Xu, Linjie, Zichuan Liu +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  23. Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL
    2024/07/20 by Yunseon Choi, Sangmin Bae, Choi, Yunseon +15 · 1 citation
    Computer Science · Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications