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Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

TurboReg: TurboClique for Robust and Efficient Point Cloud Registration ICCV 2025
Hierarchical Material Recognition from Local Appearance ICCV 2025
PS-Mamba: Spatial-Temporal Graph Mamba for Pose Sequence Refinement ICCV 2025
Breaking Grid Constraints: Dynamic Graph Reconstruction Network for Multi-organ Segmentation ICCV 2025
HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation AAAI 2025
Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights ACL 2025
Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models ACL 2025
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation ACL 2025
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ACL 2025
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025
Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method IJCAI 2025
Sifting through the Haystack - Efficiently Finding Rare Animal Behaviors in Large-Scale Datasets WACV 2025
RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning EMNLP 2025
GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025
Demystifying the Power of Large Language Models in Graph Generation NAACL 2025
Dynamic Multiple High-order Correlations Fusion with Noise Filtering for Incomplete Multi-view Noisy-label Learning IJCAI 2025
NAAST-GNN: Neighborhood Adaptive Aggregation and Spectral Tuning for Graph Anomaly Detection IJCAI 2025
OS-GCL: A One-Shot Learner in Graph Contrastive Learning IJCAI 2025
GG-SSMs: Graph-Generating State Space Models CVPR 2025
Exploring the Over-smoothing Problem of Graph Neural Networks for Graph Classification: An Entropy-based Viewpoint IJCAI 2025
End-to-End HOI Reconstruction Transformer with Graph-based Encoding CVPR 2025
Explainable Graph Representation Learning via Graph Pattern Analysis IJCAI 2025
Backdoor Attack on Vertical Federated Graph Neural Network Learning IJCAI 2025