Article-Journal

SARL: A Scalable Attribute-Informed Representation Learning Framework for Bipartite Graphs

Sep 13, 2026

WOCD: A semi-supervised method for overlapping community detection using weak cliques

Jun 11, 2026

OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios

Jun 1, 2026

Multi-Agent Coordination Adaptation via Structure-Guided Orchestration

May 1, 2026

GCCM: Enhancing Generative Graph Prediction via Contrastive Consistency Model

May 1, 2026

EXG: Self-Evolving Agents with Experience Graphs

May 1, 2026

MGDN: A Graph of Graphs Neural Network for Malware Detection

Apr 30, 2026

Data in Agentic AI: A Comprehensive Survey

Apr 1, 2026

Small Shifts, Large Gains: Unlocking Traditional TSP Heuristic Guided-Sampling via Unsupervised Neural Instance Modification

Feb 1, 2026

RLMiner: Finding the Most Frequent k-sized Subgraph via Reinforcement Learning

Jan 1, 2026

Finding critical users in social networks with reinforcement learning

Jan 1, 2026

Algorithmic and Learning-based Approaches to Subgraph Matching and Counting: A Survey

Jan 1, 2026

Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications

Oct 1, 2025

IGFM: An Enhanced Graph Similarity Computation Method with Fine-Grained Analysis

Apr 8, 2025

Predicting Membrane Fouling of Submerged Membrane Bioreactor Wastewater Treatment Plants Using Machine Learning

Mar 5, 2025

DiffGED: Computing Graph Edit Distance via Diffusion-based Graph Matching

Mar 1, 2025

AI-Empowered Catalyst Discovery: A Survey from Classical Machine Learning Approaches to Large Language Models

Feb 1, 2025

RIDA: a robust attack framework on incomplete graphs

Jan 1, 2025

Inferring gene regulatory networks by hypergraph generative model

Jan 1, 2025

Temporal Insights for Group-Based Fraud Detection on e-Commerce Platforms

Oct 1, 2024

Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning

Oct 1, 2024

EI-LSH: An early-termination driven I/O efficient incremental c-approximate nearest neighbor search

*The VLDB Journal 2020 (**VLDBJ**)*

Sep 30, 2020