Showing 1–19 of 19 results
/ Date/ Name
May 24, 2019Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network ApproachMay 31, 2019Pre-Training Graph Neural Networks for Generic Structural Feature ExtractionApr 6, 2024Transform then Explore: a Simple and Effective Technique for Exploratory Combinatorial Optimization with Reinforcement LearningSep 22, 2024Some constructive results on Disjoint Golomb RulersOct 7, 2020Multilingual Knowledge Graph Completion via Ensemble Knowledge TransferJan 4, 2025EvoPath: Evolutionary Meta-path Discovery with Large Language Models for Complex Heterogeneous Information NetworksDec 13, 2023Machine Learning for the Multi-Dimensional Bin Packing Problem: Literature Review and Empirical EvaluationAug 16, 2023The Expressive Power of Graph Neural Networks: A SurveyNov 12, 2025CoCo-MILP: Inter-Variable Contrastive and Intra-Constraint Competitive MILP Solution PredictionDec 15, 2020Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation NetworksSep 29, 2021Finding spin glass ground states through deep reinforcement learningSep 9, 2023Finding Influencers in Complex Networks: An Effective Deep Reinforcement Learning ApproachMay 18, 2014On Disjoint Golomb RulersJul 8, 2023Inductive Meta-path Learning for Schema-complex Heterogeneous Information NetworksFeb 18, 2026Optimizing p-spin models through hypergraph neural networks and deep reinforcement learningMay 12, 2023Reply to: Deep reinforced learning heuristic tested on spin-glass ground states: The larger pictureNov 4, 2025RoME: Domain-Robust Mixture-of-Experts for MILP Solution Prediction across DomainsJun 17, 2025A Comprehensive Survey on Underwater Acoustic Target Positioning and Tracking: Progress, Challenges, and PerspectivesApr 2, 2026NED-Tree: Bridging the Semantic Gap with Nonlinear Element Decomposition Tree for LLM Nonlinear Optimization Modeling