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Papers
Approximation Algorithm for Constrained k-Center Clustering: A Local Search Approach
AAAI 2026
Breadth-First Search vs. Restarting Random Walks for Escaping Uninformed Heuristic Regions
AAAI 2026
Improving Exact Algorithm for Pseudo Boolean Optimization with Two New Phase Selection Heuristics
AAAI 2026
Overlap Analysis of the Shortest Path Problem: Local Search, Landscapes, and Franz-Parisi Potential
COLT 2026
Random is Faster than Systematic in Multi-Objective Local Search
AAAI 2026
Theoretical and Empirical Analysis of Lehmer Codes to Search Permutation Spaces with Evolutionary Algorithms
AAAI 2026
$β$-th order Acyclicity Derivatives for DAG Learning
AISTATS 2025
A Novel Local Search Algorithm for the Vertex Bisection Minimization Problem
IJCAI 2025
A Weighted-Based Fast Local Search for α-Neighbor p-Center Problem
IJCAI 2025
Balancing Bias in Two-sided Markets for Fair Stable Matchings
ICLR 2025
Destroy and Repair Using Hyper-Graphs for Routing
AAAI 2025
DiverSAT: A Novel and Effective Local Search Algorithm for Diverse SAT Problem
AAAI 2025
Efficient Imitation under Misspecification
ICLR 2025
Hierarchical Overlapping Clustering on Graphs: Cost Function, Algorithm and Scalability
ICML 2025
InfVC: An Inference-Enhanced Local Search Algorithm for the Minimum Vertex Cover Problem in Massive Graphs
IJCAI 2025
LoSAM: Local Search in Additive Noise Models with Mixed Mechanisms and General Noise for Global Causal Discovery
UAI 2025
OneBatchPAM: A Fast and Frugal K-Medoids Algorithm
AAAI 2025
Privacy Preserving Solution of DCOPs by Local Search
IJCAI 2025
Provable Convergence Bounds for Hybrid Dynamical Sampling and Optimization
ICLR 2025
Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction
ICML 2025
Symbiotic Local Search for Small Decision Tree Policies in MDPs
UAI 2025
Understanding High-Dimensional Bayesian Optimization
ICML 2025
A Swap Relaxation-Based Local Search for the Latin Square Completion Problem
IJCAI 2024
Enhance Diversified Top-k MaxSAT Solving by Incorporating New Strategy for Generating Diversified Initial Assignments (Student Abstract)
AAAI 2024
Local Search GFlowNets
ICLR 2024