graph neural network

Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes ICML 2025 Test-Time Adaptation on Recommender System with Data-Centric Graph Transformation IJCAI 2025 Test-Time Graph Neural Dataset Search With Generative Projection ICML 2025 Text-Attributed Graph Learning with Coupled Augmentations COLING 2025 Text Graph Neural Networks for Detecting AI-Generated Content COLING 2025 Text Meets Topology: Rethinking Out-of-distribution Detection in Text-Rich Networks EMNLP 2025 TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection AAAI 2025 TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs AAAI 2025 The Case for Learned Provenance-based System Behavior Baseline ICML 2025 The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited ICLR 2025 The Graph’s Apprentice: Teaching an LLM Low-Level Knowledge for Circuit Quality Estimation IJCAI 2025 THGNets: Constrained Temporal Hypergraphs and Graph Neural Networks in Hyperbolic Space for Information Diffusion Prediction AAAI 2025 Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications AAAI 2025 TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting ICML 2025 TINED: GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillation ICML 2025 TLSD: Breaking the Limit of Topological Lane Mapping with Graph Knowledge and Distance Awareness ACML 2025 Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 2025 TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration ICML 2025 Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity ICLR 2025 Topological Schrödinger Bridge Matching ICLR 2025 Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph ICML 2025 Topology-Aware Gated Graph Neural Network for Social Bot Detection IJCNLP 2025 Topology-aware Neural Flux Prediction Guided by Physics ICML 2025 TopoTune: A Framework for Generalized Combinatorial Complex Neural Networks ICML 2025 TorchCP: A Python Library for Conformal Prediction JMLR 2025