graph neural network

STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks IJCAI 2025 STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC MIDL 2025 Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations IJCAI 2025 Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection AAAI 2025 Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025 Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection ACL 2025 Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data AAAI 2025 Structure-Aware Human Body Reshaping with Adaptive Affinity-Graph Network WACV 2025 Structure Balance and Gradient Matching-Based Signed Graph Condensation AAAI 2025 Structure based SAT dataset for analysing GNN generalisation AISTATS 2025 Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models ICLR 2025 ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging IJCAI 2025 Subgraph Aggregation for Out-of-Distribution Generalization on Graphs AAAI 2025 Subgraph Federated Learning for Local Generalization ICLR 2025 Subgraph Invariant Learning Towards Large-Scale Graph Node Classification AAAI 2025 Sub-Interest-Aware Representation Uniformity for Recommender System AAAI 2025 Suit the Node Pair to the Case: A Multi-Scale Node Pair Grouping Strategy for Graph-MLP Distillation IJCAI 2025 Synergizing LLMs with Global Label Propagation for Multimodal Fake News Detection ACL 2025 Systematic Relational Reasoning With Epistemic Graph Neural Networks ICLR 2025 TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization AAAI 2025 Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation ACL 2025 Teacher-guided Edge Discriminator for Personalized Graph Masked Autoencoder AAAI 2025 TeG-DRec: Inductive Text-Graph Learning for Unseen Node Scientific Dataset Recommendation AACL 2025 TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching ICML 2025 TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference IJCAI 2025