% Key papers for Heuristics for integer programming (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{icml2020_lifted_38420, title = {{Lifted Disjoint Paths with Application in Multiple Object Tracking}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2020}, url = {https://icml.cc/virtual/2020/poster/5878}, } @inproceedings{cvpr2018_deep_12967, title = {{Deep Hashing via Discrepancy Minimization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Chen_Deep_Hashing_via_CVPR_2018_paper.html}, } @inproceedings{cvpr2016_guaranteed_11582, title = {{Guaranteed Outlier Removal With Mixed Integer Linear Programs}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2017_a_11999, title = {{A Clever Elimination Strategy for Efficient Minimal Solvers}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2016_moral_11707, title = {{Moral Lineage Tracing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2020_mina_15859, title = {{MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2017_a_12016, title = {{A Message Passing Algorithm for the Minimum Cost Multicut Problem}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{aaai2022_an_1737, title = {{An Exact Algorithm with New Upper Bounds for the Maximum k-Defective Clique Problem in Massive Sparse Graphs}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/10174-an-exact-algorithm-with-new-upper-bounds-for-the-maximum-k-defective-clique-problem-in-massive-sparse-graphs/}, } @inproceedings{aaai2019_separator_100609, title = {{Separator-Based Pruned Dynamic Programming for Steiner Tree}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3965}, } @inproceedings{neurips2020_a_59250, title = {{A General Large Neighborhood Search Framework for Solving Integer Linear Programs}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/17858}, } @inproceedings{aaai2017_three_104591, title = {{Three New Algorithms to Solve N-POMDPs}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11169}, } @inproceedings{cvpr2018_a_12792, title = {{A Fast Resection-Intersection Method for the Known Rotation Problem}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Zhang_A_Fast_Resection-Intersection_CVPR_2018_paper.html}, } @inproceedings{neurips2022_a_64446, title = {{A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/53220}, } @inproceedings{cvpr2024_an_22764, title = {{An N-Point Linear Solver for Line and Motion Estimation with Event Cameras}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30918}, } @inproceedings{aaai2021_branch_213, title = {{Branch and Price for Bus Driver Scheduling with Complex Break Constraints}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/11853-branch-and-price-for-bus-driver-scheduling-with-complex-break-constraints/}, } @inproceedings{aaai2023_walkability_4950, title = {{Walkability Optimization: Formulations, Algorithms, and a Case Study of Toronto}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26667}, } @inproceedings{cvpr2022_fastdog_18837, title = {{FastDOG: Fast Discrete Optimization on GPU}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{neurips2021_sample_62580, title = {{Sample Complexity of Tree Search Configuration: Cutting Planes and Beyond}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/28650}, } @inproceedings{aaai2019_solving_100604, title = {{Solving Integer Quadratic Programming via Explicit and Structural Restrictions}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3960}, } @inproceedings{aaai2020_improved_100630, title = {{Improved Filtering for the Euclidean Traveling Salesperson Problem in CLP(FD)}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5498}, } @inproceedings{cvpr2025_convex_25782, title = {{Convex Relaxation for Robust Vanishing Point Estimation in Manhattan World}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33434}, } @inproceedings{aaai2026_assignment_106099, title = {{Assignment Problems in Cost Function Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38447}, } @inproceedings{aaai2025_proactive_10362, title = {{Proactive and Reactive Constraint Programming for Stochastic Project Scheduling with Maximal Time-Lags}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34854}, } @inproceedings{aaai2024_approximate_5200, title = {{Approximate Integer Solution Counts over Linear Arithmetic Constraints}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28640}, } @inproceedings{aaai2024_kd_6369, title = {{KD-Club: An Efficient Exact Algorithm with New Coloring-Based Upper Bound for the Maximum k-Defective Clique Problem}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30061}, } @inproceedings{aaai2024_stable_7406, title = {{Stable Matchings in Practice: A Constraint Programming Approach}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30244}, } @inproceedings{aaai2025_improving_9541, title = {{Improving the Lower Bound in Branch-and-Bound Algorithms for MaxSAT}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33226}, } @inproceedings{aaai2024_check_5398, title = {{Check-In Desk Scheduling Optimisation at CDG International Airport}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30308}, } @inproceedings{aaai2025_improving_9523, title = {{Improving Community-Participated Patrol for Anti-Poaching}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35072}, } @inproceedings{aaai2026_a_106100, title = {{A GPU-based Constraint Programming Solver}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38448}, } @inproceedings{aaai2024_conversational_5505, title = {{Conversational Modeling for Constraint Satisfaction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30268}, } @inproceedings{icml2024_differentiable_43387, title = {{Differentiable Combinatorial Scheduling at Scale}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/35065}, } @inproceedings{icml2024_box_44065, title = {{Box Facets and Cut Facets of Lifted Multicut Polytopes}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34387}, } @inproceedings{icml2024_fast_45041, title = {{Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33411}, } @inproceedings{icml2024_a_45738, title = {{A New Branch-and-Bound Pruning Framework for \$ell\_0\$-Regularized Problems}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/32714}, } @inproceedings{icml2026_batched_50207, title = {{Batched First-Order Methods for Parallel LP Solving in MIP}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=A4qADJulVa}, } @inproceedings{neurips2025_fram_79680, title = {{FRAM: Frobenius-Regularized Assignment Matching with Mixed-Precision Computing}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=rqn7XLNUAv}, } @inproceedings{neurips2026_b_94639, title = {{B\$^3\$-PWL: GPU-Batched Branch-and-Bound for Piecewise-Linear Optimization with SOS2 Constraints}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2026}, url = {https://neurips.cc/virtual/2026/poster/150051}, } @inproceedings{aaai2026_aperiodic_106086, title = {{Aperiodic Tiling and Rhythmic Canons: A CP Journey}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38434}, }