AutoGSP: Automated graph-level representation learning via subgraph detection and propagation deceleration

M Nie, D Chen, D Wang, H Chen - Expert Systems with Applications, 2025 - Elsevier
Graph neural networks have demonstrated impressive performance across various learning
tasks involving graph-structured data. However, effectively capturing and leveraging the …

[HTML][HTML] SpaceRL—A reinforcement learning-based knowledge graph driver

M Bermudo, D Ayala, I Hernández, D Ruiz, M Toro - SoftwareX, 2025 - Elsevier
Abstract Knowledge Graphs are powerful data structures used by large IT companies and
the scientific community alike. They aid in the representation of related information by means …