Recent Advances in Spectral Perspectives for Anomaly DetectionNew

Semantic IDs for Recommender Systems via Vector Quantization and Generative ModelsNew

Efficient Knowledge Graph Evidence Utilization for Retrieval-Augmented Question AnsweringNew

Question Answering over Temporal Knowledge GraphsNew

Integrating Logical Rules into LLM Reasoning for Document-level Relation ExtractionNew

Explainability in Graph Neural NetworksNew

From Pointer Network to GFlowNet for Combinatorial OptimizationNew

Recent Advances in Graph Anomaly Detection

LLM-based Recommendation - From Basics to Beyond

GraphRAG for KGQA - Trends in Advanced Retrieval Methods

Trends in Joint Information Extraction

Instruction Tuning for LLMs with Graphs