Database Systems for Advanced Applications
Description
This six-volume set LNCS 15986-15991 constitutes the proceedings of the 30th International Conference on Database Systems for Advanced Applications, DASFAA 2025, held in Singapore, during May 26-29, 2025.
The 136 full papers presented in this book together with 89 short papers were carefully reviewed and selected from 731 submissions.They cover topics such as
Part I-
Machine Learning and Text.
Part II-
Emerging Application; NLP and Spatial-Temporal.
Part III- Graph; Knowledge Graph.
Part V- Recommendation and Security & Privacy.
Part VI- Language Model; Industry Papers and Demo Papers.
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Content
.- Graph.
.- Scalable GNN Training via Parameter Freeze and Layer Detachment.
.- Dual-prompting based Event Anomaly Detection in Dynamic Graphs.
.- STM: A Spatio-Temporal Model for Dynamic Graph Fraud Detection.
.- ICFF-Net: Interlaced cross-attention feature fusion network for music genre classification.
.- Structure-aware Self-supervised Graph Representation Learning.
.- NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization.
.- Efficient Maximum (a, ß)-Quasi Biclique Computation on Bipartite Graphs.