{"total":26,"rows":[{"id":"2302.00244","title":"Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model","created":"2023-02-01","cited_by_count":45,"area":null},{"id":"2402.05501","title":"Machine Learning Augmented Branch and Bound for Mixed Integer Linear Programming","created":"2024-02-08","cited_by_count":24,"area":null},{"id":"2302.09166","title":"Machine Learning for Cutting Planes in Integer Programming: A Survey","created":"2023-02-17","cited_by_count":20,"area":null},{"id":"2204.07312","title":"Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts","created":"2022-04-15","cited_by_count":19,"area":null},{"id":"2311.05650","title":"Learning to Configure Separators in Branch-and-Cut","created":"2023-11-08","cited_by_count":14,"area":null},{"id":"2402.07099","title":"Rethinking the Capacity of Graph Neural Networks for Branching Strategy","created":"2024-02-11","cited_by_count":12,"area":null},{"id":"2404.12638","title":"Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming","created":"2024-04-19","cited_by_count":12,"area":null},{"id":"2301.09943","title":"Learning To Dive In Branch And Bound","created":"2023-01-24","cited_by_count":10,"area":null},{"id":"2401.17527","title":"Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming","created":"2024-01-31","cited_by_count":8,"area":null},{"id":"2405.15251","title":"Learning to optimize: A tutorial for continuous and mixed-integer optimization","created":"2024-05-24","cited_by_count":8,"area":null},{"id":"2401.05960","title":"Machine Learning Insides OptVerse AI Solver: Design Principles and Applications","created":"2024-01-11","cited_by_count":7,"area":null},{"id":"2402.02328","title":"Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut","created":"2024-02-04","cited_by_count":7,"area":null},{"id":"2205.11638","title":"DOGE-Train: Discrete Optimization on GPU with End-to-end Training","created":"2022-05-23","cited_by_count":6,"area":null},{"id":"2304.03755","title":"Online Learning for Scheduling MIP Heuristics","created":"2023-04-04","cited_by_count":6,"area":null},{"id":"2212.07231","title":"Cutting Plane Selection with Analytic Centers and Multiregression","created":"2022-12-14","cited_by_count":4,"area":null},{"id":"2301.12477","title":"StriderNET: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes","created":"2023-01-29","cited_by_count":4,"area":null},{"id":"2502.02446","title":"Towards graph neural networks for provably solving convex optimization problems","created":"2025-02-04","cited_by_count":4,"area":null},{"id":"2311.03350","title":"Differentiable Cutting-plane Layers for Mixed-integer Linear Optimization","created":"2023-11-06","cited_by_count":3,"area":null},{"id":"2503.15847","title":"Beyond Local Selection: Global Cut Selection for Enhanced Mixed-Integer Programming","created":"2025-03-20","cited_by_count":2,"area":null},{"id":"2504.03688","title":"CLCR: Contrastive Learning-based Constraint Reordering for Efficient MILP Solving","created":"2025-03-23","cited_by_count":2,"area":null},{"id":"2511.16027","title":"HGCN2SP: Hierarchical Graph Convolutional Network for Two-Stage Stochastic Programming","created":"2025-11-20","cited_by_count":2,"area":null},{"id":"2607.18252","title":"MILP-Evo: Closed-Loop Fully Automatic Design of MILP Solvers","created":"2026-05-12","cited_by_count":1,"area":null},{"id":"2307.07322","title":"A Context-Aware Cutting Plane Selection Algorithm for Mixed-Integer Programming","created":"2023-07-14","cited_by_count":0,"area":null},{"id":"2507.11063","title":"A Distance Metric for Mixed Integer Programming Instances","created":"2025-07-15","cited_by_count":0,"area":null},{"id":"2508.03030","title":"Collab-Solver: Collaborative Solving Policy Learning for Mixed-Integer Linear Programming","created":"2025-08-05","cited_by_count":0,"area":null},{"id":"2610.14835","title":"Sequence-Structured Decision Learning for Branch-and-Bound in Mixed-Integer Linear Programming","created":"2026-10-10","cited_by_count":0,"area":null}],"next_cursor":null}