graph neural network

Towards Robust Text-Attributed Federated Graph Learning: Multimodal Threats and Defense AAAI 2026 TRACE: Transformation-Aware Graph Refinement for Reaction Condition Prediction AAAI 2026 TRUST: Transaction Risk via Unified Sequence and Topology AAAI 2026 TSGDiff: Rethinking Synthetic Time Series Generation from a Pure Graph Perspective AAAI 2026 TuningIQA: Fine-Grained Blind Image Quality Assessment for Livestreaming Camera Tuning AAAI 2026 TwiUSD: A Benchmark Dataset and Structure-Aware LLM Framework for User Stance Detection ACL 2026 U2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions AAAI 2026 Unifying Multi-View Knowledge for Graph Learning via Model Collaboration AAAI 2026 Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting AAAI 2026 Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs AAAI 2026 Urban Incident Prediction with Graph Neural Networks: Integrating Government Ratings and Crowdsourced Reports AAAI 2026 USPR: Learning a Unified Solver for Profiled Routing AAAI 2026 Virtual Nodes Guided Dynamic Graph Neural Network for Brain Tumor Segmentation with Missing Modalities CVPR 2026 ViTE: Virtual Graph Trajectory Expert Router for Pedestrian Trajectory Prediction AAAI 2026 Warm-starting active-set solvers using graph neural networks L4DC 2026 When Genes Speak: A Semantic-Guided Framework for Spatially Resolved Transcriptomics Data Clustering AAAI 2026 3DPGS: 3D Probabilistic Graph Search for Archaeological Piece Grouping AAAI 2025 ABNet: Mitigating Sample Imbalance in Anomaly Detection Within Dynamic Graphs IJCAI 2025 Accelerating Training with Neuron Interaction and Nowcasting Networks ICLR 2025 Accurate and Scalable Graph Neural Networks via Message Invariance ICLR 2025 Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning AAAI 2025 Accurate Nucleic Acid-Binding Residue Identification Based Domain-Adaptive Protein Language Model and Explainable Geometric Deep Learning AAAI 2025 A Centrality-based Graph Learning Framework IJCAI 2025 A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks ICML 2025 Adaptive Graph Unlearning IJCAI 2025