Graph Neural Networks

GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025 Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs ICLR 2025 Generalization of Graph Neural Networks Is Robust to Model Mismatch AAAI 2025 Generalizing Weisfeiler-Lehman Kernels to Subgraphs ICLR 2025 Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs IJCAI 2025 GeoFormer: Geometry Point Encoder for 3D Object Detection with Graph-based Transformer ICCV 2025 Geometric Generative Modeling with Noise-Conditioned Graph Networks ICML 2025 Geometry-aware RL for Manipulation of Varying Shapes and Deformable Objects ICLR 2025 GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation ICLR 2025 GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks ICLR 2025 GET-UP: GEomeTric-Aware Depth Estimation with Radar Points UPsampling WACV 2025 GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention ICML 2025 GIIFT: Graph-guided Inductive Image-free Multimodal Machine Translation EMNLP 2025 GIIM: A Graph Information Integration Method for Chinese-Kazakh CLIR ACML 2025 GLAD: Improving Latent Graph Generative Modeling with Simple Quantization AAAI 2025 GLDiTalker: Speech-Driven 3D Facial Animation with Graph Latent Diffusion Transformer IJCAI 2025 Global Attribute-Association Pattern Aggregation for Graph Fraud Detection AAAI 2025 Global Context-aware Representation Learning for Spatially Resolved Transcriptomics ICML 2025 Global Graph Propagation with Hierarchical Information Transfer for Incomplete Contrastive Multi-view Clustering AAAI 2025 GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025 GLoRa: A Benchmark to Evaluate the Ability to Learn Long-Range Dependencies in Graphs ICLR 2025 GLProtein: Global-and-Local Structure Aware Protein Representation Learning EMNLP 2025 GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning ICLR 2025 GNET-QG: Graph Network for Multi-hop Question Generation COLING 2025 GNN-RAG: Graph Neural Retrieval for Efficient Large Language Model Reasoning on Knowledge Graphs ACL 2025