Integer Linear Programming

Also known as ILP

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  1. From Atomic Evidence to Logical Composition: Structured Compositional Reasoning over Compound Answer Options

    Aug 13, 2026Obed Junias, Maria Leonor PachecoCompositional ReasoningMultiple-Choice Question Answering

    University of Colorado Boulder

  2. The Edge-based Contiguous p-median Problem with Connections to Logistics Districting

    Jul 30, 2026Zeyad Kassem, Adolfo R. EscobedoCombinatorial OptimizationInteger Linear Programming

    School of Computing and Augmented Intelligence, Arizona State University, Tempe, Arizona, 85281 · Edward P. Fitts Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, North Carolina, 27606

  3. Finding Optimal Cost-Bounded Plan Reductions: Refined Model

    Jul 28, 2026Martha Del Toro, Raquel Fuentetaja, Angel García-OlayaCombinatorial OptimizationInteger Linear Programming

    Computer Science and Engineering Department, Universidad Carlos III de Madrid, Spain

  4. Explicit Iteration Complexity of Exact Data-Driven Inverse Optimization for Integer Linear Programs

    Jul 24, 2026Akira KitaokaLearning to OptimizeInteger Linear Programming

  5. SPORD: A Simulation-Propose-then-OR-Dispose Approach for Supply Chain Planning

    Jul 23, 2026Jiayin He, Yutong Pan, Sen Yang +5Combinatorial OptimizationModel-Based Planning

    Department of Industrial Engineering, Tsinghua University, Beijing 100084, China · JD.com, Beijing, China, 101111 · College of Engineering, UC Berkeley, Berkeley, CA 94720, USA +1

  6. LP Mining with LP2Graph: A Use Case for Railway Rescheduling

    Jul 13, 2026Jörn Maurischat, Nikola Bešinović, Michael FärberMixed-Integer Linear ProgrammingInteger Linear Programming

    aTU Dresden, Chair of Railway Operations,"Friedrich List" Faculty of Transport and Traffic Sciences, Dresden, 01069, Germany · bTU Dresden, ScaDS.AI Dresden/Leipzig, Chair of Scalable Software Architectures for Data Analytics, Dresden, 01069, Germany

  7. Mosaic: Runtime-Efficient Multi-Agent Embodied Planning

    Jul 10, 2026Kunjal Panchal, Saayan Mitra, Sunav Choudhary +3Multi-Agent CoordinationLarge Language Model-Based Robot Planning

    College of Information and Computer Sciences, University of Massachusetts, Amherst · Adobe, San Jose

  8. GraphBU: MILP Instance Generation with Graph-Native Block Units

    Jul 7, 2026Xiaolei Guo, Chenyu Zhou, Jianghao Lin +1Mixed-Integer Linear ProgrammingSynthetic Benchmark Generation

    Shanghai Jiao Tong University

  9. Optimizing ML Workload Partitioning between CPUs and CIM Accelerators for Heterogeneous Computing

    Jul 6, 2026Joel Klein, Rebecca Pelke, Roberto Laudani +2Compute-in-MemoryHeterogeneous Computing

    Institute for Communication Technologies and Embedded Systems, RWTH Aachen University, Germany

  10. Solver-Verified Formulation Generation and Selection for Multi-Warehouse Inventory Allocation Using Large Language Models

    Jun 28, 2026Jintao Xu, Yingzheng Ma, Jiong Dong +4Inventory ControlMixed-Integer Linear Programming

    Supply Chain Tech Team Y, JD.com

  11. Solving Integer Linear Programming with Parallel Tempering

    May 28, 2026Kyuil Sim, Sanghyeok Choi, Jinkyoo ParkMarkov Chain Monte CarloMixed-Integer Linear Programming

    1KAIST · University of Edinburgh

  12. Tokenization with Split Trees

    May 21, 2026Craig W. Schmidt, Michael Krumdick, Adam Wiemerslage +4Token EfficiencySubword Tokenization

    Kensho Technologies · Ben-Gurion University · MIT Cambridge, MA

  13. LLM4Branch: Large Language Model for Discovering Efficient Branching Policies of Integer Programs

    May 11, 2026Zhinan Hou, Xingchen Li, Yankai Zhang +2Branch and BoundMixed-Integer Linear Programming

    Department of Automation, BNRist, Tsinghua University, Beijing, China.

  14. A Novel Computational Framework for Causal Inference: Tree-Based Discretization with ILP-Based Matching

    Apr 30, 2026Tianyu Yang, Md. Noor-E-AlamCausal Effect EstimationCausal Inference

    Department of Mechanical and Industrial Engineering Northeastern University, Boston, MA 02115, USA

  15. Relaxation-Informed Training of Neural Network Surrogate Models

    Apr 24, 2026Calvin TsayNeural Surrogate ModelingMixed-Integer Linear Programming

    Department of Computing, Imperial College London, South Kensington, SW7 2AZ, United Kingdom.

  16. A General Neural Backbone for Mixed-Integer Linear Optimization via Dual Attention

    Jan 8, 2026Peixin Huang, Yaoxin Wu, Yining Ma +3Graph Neural NetworksMixed-Integer Linear Programming

    Shenzhen Research Institute, Shandong University, China

  17. Inverse Mixed-Integer Programming: Learning Constraints then Objective Functions

    Oct 6, 2025Akira KitaokaMixed-Integer Linear ProgrammingLearning to Optimize

  18. OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale

    Jul 29, 2024Ali AhmadiTeshnizi, Wenzhi Gao, Herman Brunborg +3Mixed-Integer Linear ProgrammingLarge Language Model-Guided Optimization

    a School of Management Science and Engineering, Stanford University, Stanford, California 94305 · b Institute for Computational and Mathematical Engineering, Stanford University, Stanford, California 94305

  19. Stable Marriage Problems with Ties and Incomplete Preferences: An Empirical Comparison of ASP, SAT, ILP, CP, and Local Search Methods

    Aug 11, 2021Selin Eyupoglu, Muge Fidan, Yavuz Gulesen +5Answer Set ProgrammingConstraint Satisfaction

    Computer Science, Faculty of Engineering and Natural Sciences, Sabanci University, Istanbul, Turkey · Economics, Faculty of Arts and Social Sciences, Sabanci University, Istanbul, Turkey

  20. Context-Aware System Synthesis, Task Assignment, and Routing

    Jun 14, 2017Jason Ziglar, Ryan Williams, Alfred WicksCombinatorial OptimizationRobotics