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graph structure

190 papers

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Co-occurring keywords

graph neural network (3962) large language model (13587) knowledge graph (1837) representation learning (6206) node classification (482) link prediction (624) contrastive learning (4032) language model (4599) transfer learning (5449) unsupervised learning (3264)

Papers

Filling the Long Tail: Structure-Aware Curriculum-Gap Completion for Medical Education with LLMs ACL 2026
Optimization-Free Style Transfer for 3D Gaussian Splats WACV 2026
LLM Collaborative Filtering: User-Item Graph as New Language AAAI 2026
Gaussian Mixture Model for Graph Domain Adaptation IJCAI 2025
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text COLING 2025
Demystifying the Power of Large Language Models in Graph Generation NAACL 2025
Graph Structure Refinement with Energy-based Contrastive Learning AAAI 2025
Each graph is a new language: Graph Learning with LLMs ACL 2025
A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation NAACL 2025
Contextual Structure Knowledge Transfer for Graph Neural Networks AAAI 2025
Towards Explainable and Unprecedented Accuracy in Matching Challenging Finger Crease Patterns CVPR 2025
Hallucination Detection in LLMs Using Spectral Features of Attention Maps EMNLP 2025
Adaptive Graph Unlearning IJCAI 2025
Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs COLING 2025
Trace: Structural Riemannian Bridge Matching for Transferable Source Localization in Information Propagation IJCAI 2025
Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025
Deep Multi-modal Graph Clustering via Graph Transformer Network AAAI 2025
Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection AAAI 2025
Graph Consistency and Diversity Measurement for Federated Multi-View Clustering AAAI 2025
Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting AAAI 2025
SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025
A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering CVPR 2025
Precedence-Constrained Winter Value for Effective Graph Data Valuation ICLR 2025
Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning AAAI 2025
LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025