Combinatorial Optimization

Learning to solve Class-Constrained Bin Packing Problems via Encoder-Decoder Model ICLR 2024 Lifted Planning: Recent Advances in Planning Using First-Order Representations IJCAI 2024 Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset ICLR 2024 Limited Query Graph Connectivity Test AAAI 2024 Linear-Time Optimal Deadlock Detection for Efficient Scheduling in Multi-Track Railway Networks IJCAI 2024 Locally Rainbow Paths AAAI 2024 Low-Distortion Clustering with Ordinal and Limited Cardinal Information AAAI 2024 LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields AISTATS 2024 MAC Advice for facility location mechanism design NeurIPS 2024 Machine Learning-Powered Combinatorial Clock Auction AAAI 2024 MARCO: A Memory-Augmented Reinforcement Framework for Combinatorial Optimization IJCAI 2024 Matroid Semi-Bandits in Sublinear Time ICML 2024 Maxileximin Envy Allocations and Connected Goods AAAI 2024 Maximizing Nash Social Welfare under Two-Sided Preferences AAAI 2024 Measures of diversity and space-filling designs for categorical data ICML 2024 Memory-Efficient Sequential Pattern Mining with Hybrid Tries JMLR 2024 Metric Clustering and MST with Strong and Weak Distance Oracles COLT 2024 MG-Net: Learn to Customize QAOA with Circuit Depth Awareness NeurIPS 2024 MILP-FBGen: LP/MILP Instance Generation with Feasibility/Boundedness ICML 2024 MILP-StuDio: MILP Instance Generation via Block Structure Decomposition NeurIPS 2024 Mixed Fair Division: A Survey AAAI 2024 Model Counting and Sampling via Semiring Extensions AAAI 2024 Motif-oriented influence maximization for viral marketing in large-scale social networks NeurIPS 2024 Multidimensional Fractional Programming for Normalized Cuts NeurIPS 2024 Multivariate Analysis and Structural Restrictions in Computational Social Choice IJCAI 2024