graph neural network

Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings AISTATS 2025 SIGNN - Star Identification using Graph Neural Networks WACV 2025 SIGraph: Saliency Image-Graph Network for Retinal Disease Classification in Fundus Image AAAI 2025 SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis COLING 2025 SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ACL 2025 SINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs ICLR 2025 Single-Node Trigger Backdoor Attacks in Graph-Based Recommendation Systems IJCAI 2025 Single-View Graph Contrastive Learning with Soft Neighborhood Awareness AAAI 2025 SkipPool: Improved Sparse Hierarchical Graph Pooling with Differentiable Exploration AAAI 2025 Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation AAAI 2025 Social Hatred: Efficient Multimodal Detection of Hatemongers ACL 2025 Social Recommendation via Graph-Level Counterfactual Augmentation AAAI 2025 SourceDetMamba: A Graph-aware State Space Model for Source Detection in Sequential Hypergraphs IJCAI 2025 SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels ICLR 2025 SpaGBOL: Spatial-Graph-Based Orientated Localisation WACV 2025 Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation CVPR 2025 Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025 Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting AAAI 2025 SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps IJCAI 2025 Spectro-Riemannian Graph Neural Networks ICLR 2025 Spreading Out-of-Distribution Detection on Graphs ICLR 2025 Stable Fair Graph Representation Learning with Lipschitz Constraint ICML 2025 State Encodings for GNN-Based Lifted Planners AAAI 2025 State Feedback Enhanced Graph Differential Equations for Multivariate Time Series Forecasting IJCAI 2025 ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data AAAI 2025