% Key papers for Learning branch-and-cut for MILP (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2020_mipaal_100641,
  title = {{MIPaaL: Mixed Integer Program as a Layer}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5509},
}

@inproceedings{aaai2021_parameterizing_1152,
  title = {{Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/03931-parameterizing-branch-and-bound-search-trees-to-learn-branching-policies/},
}

@inproceedings{aaai2016_the_104819,
  title = {{The Complexity Landscape of Decompositional Parameters for ILP}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2016},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10078},
}

@inproceedings{aaai2019_automatic_100614,
  title = {{Automatic Construction of Parallel Portfolios via Explicit Instance Grouping}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/3970},
}

@inproceedings{aaai2017_going_101068,
  title = {{Going Beyond Primal Treewidth for (M)ILP}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10644},
}

@inproceedings{aaai2022_learning_2354,
  title = {{Learning to Search in Local Branching}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/03796-learning-to-search-in-local-branching/},
}

@inproceedings{neurips2019_compiler_58014,
  title = {{Compiler Auto-Vectorization with Imitation Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/14376},
}

@inproceedings{icml2022_learning_40772,
  title = {{Learning to Cut by Looking Ahead: Cutting Plane Selection via Imitation Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/16909},
}

@inproceedings{aaai2022_finding_2110,
  title = {{Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/03786-finding-backdoors-to-integer-programs-a-monte-carlo-tree-search-framework/},
}

@inproceedings{iclr2023_learning_32777,
  title = {{Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11565},
}

@inproceedings{aaai2021_individual_779,
  title = {{Individual Fairness in Kidney Exchange Programs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/11496-individual-fairness-in-kidney-exchange-programs/},
}

@inproceedings{iclr2023_a_33195,
  title = {{A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11194},
}

@inproceedings{aaai2021_a_57,
  title = {{A Unified Framework for Planning with Learned Neural Network Transition Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/05016-a-unified-framework-for-planning-with-learned-neural-network-transition-models/},
}

@inproceedings{icml2023_searching_42022,
  title = {{Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/25255},
}

@inproceedings{aaai2021_learning_899,
  title = {{Learning To Scale Mixed-Integer Programs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/03661-learning-to-scale-mixed-integer-programs/},
}

@inproceedings{aaai2021_parameterized_1148,
  title = {{Parameterized Algorithms for MILPs with Small Treedepth}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/12249-parameterized-algorithms-for-milps-with-small-treedepth/},
}

@inproceedings{aaai2024_learning_6512,
  title = {{Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30064},
}

@inproceedings{neurips2023_a_67180,
  title = {{A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72530},
}

@inproceedings{aaai2023_equity_3585,
  title = {{Equity Promotion in Public Transportation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26403},
}

@inproceedings{aaai2024_parallel_6919,
  title = {{Parallel Beam Search Algorithms for Domain-Independent Dynamic Programming}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30062},
}

@inproceedings{iclr2025_towards_80911,
  title = {{Towards Foundation Models for Mixed Integer Linear Programming}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30856},
}

@inproceedings{neurips2024_neur2bilo_73193,
  title = {{Neur2BiLO: Neural Bilevel Optimization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94240},
}

@inproceedings{icml2026_rl_55278,
  title = {{RL-SPH: Learning to Achieve Feasible Solutions for Integer Linear Programs}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=xEpcZDAxdW},
}

@inproceedings{neurips2024_milp_72507,
  title = {{MILP-StuDio: MILP Instance Generation via Block Structure Decomposition}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94857},
}

@inproceedings{neurips2025_differentiation_75945,
  title = {{Differentiation Through Black-Box Quadratic Programming Solvers}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=DvwKWKG1Ul},
}

@inproceedings{aaai2025_ffcg_9106,
  title = {{FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33222},
}

@inproceedings{aaai2025_fast_9150,
  title = {{Fast and Interpretable Mixed-Integer Linear Program Solving by Learning Model Reduction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34916},
}

@inproceedings{icml2024_learning_44803,
  title = {{Learning Solution-Aware Transformers for Efficiently Solving Quadratic Assignment Problem}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33649},
}

@inproceedings{icml2024_learning_45175,
  title = {{Learning to Remove Cuts in Integer Linear Programming}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33277},
}

@inproceedings{icml2026_theoretical_53586,
  title = {{Theoretical Challenges in Learning for Branch-and-Cut}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=gqKLmdooqZ},
}

@inproceedings{neurips2024_learning_70777,
  title = {{Learning Cut Generating Functions for Integer Programming}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96352},
}

@inproceedings{neurips2024_symilo_72195,
  title = {{SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95146},
}

@inproceedings{neurips2025_learning_79168,
  title = {{Learning Simple Interpolants for Linear Integer Arithmetic}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=mQlX8ZF6vW},
}

@inproceedings{neurips2025_bipnn_79171,
  title = {{BIPNN: Learning to Solve Binary Integer Programming via Hypergraph Neural Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=mUcUY0f4u9},
}

@inproceedings{neurips2025_generalization_79997,
  title = {{Generalization Guarantees for Learning Score-Based Branch-and-Cut Policies in Integer Programming}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=v5ru9MGjsW},
}

@inproceedings{iclr2025_apollo_83340,
  title = {{Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28474},
}

@inproceedings{aaai2026_using_106094,
  title = {{Using Constraint Solvers to Construct Binary Codes with Good Error Correction Performance}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38442},
}

@inproceedings{aaai2026_generative_106102,
  title = {{Generative Branching for Mixed-Integer Linear Programming}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38450},
}