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Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025
S²DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion AAAI 2025
Each graph is a new language: Graph Learning with LLMs ACL 2025
Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space ACL 2025
Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025
MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages ACL 2025
Media of Langue: Exploring Word Translation Network NAACL 2025
End-to-End HOI Reconstruction Transformer with Graph-based Encoding CVPR 2025
Spatially Resolved Transcriptomics Data Clustering with Tailored Spatial-scale Modulation IJCAI 2025
Electron Density-enhanced Molecular Geometry Learning IJCAI 2025
Backdoor Attack on Vertical Federated Graph Neural Network Learning IJCAI 2025
Dynamic Multiple High-order Correlations Fusion with Noise Filtering for Incomplete Multi-view Noisy-label Learning IJCAI 2025
DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing IJCAI 2025
Hierarchical Material Recognition from Local Appearance ICCV 2025
Fast Globally Optimal and Geometrically Consistent 3D Shape Matching ICCV 2025
Breaking Grid Constraints: Dynamic Graph Reconstruction Network for Multi-organ Segmentation ICCV 2025
Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedges AAAI 2025
RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning EMNLP 2025
Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025
Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs EMNLP 2025
LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025
Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models EMNLP 2025
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning EMNLP 2025
Dynamic Interactive Bimodal Hypergraph Networks for Emotion Recognition in Conversations AAAI 2025
DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation AAAI 2025