graph neural network

Motif-aware Graph Neural Networks for Networked Time Series Imputation AAAI 2025 MotifGPL: Motif-Enhanced Graph Prototype Learning for Deciphering Urban Social Segregation AAAI 2025 Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction AAAI 2025 MSR: A Multifaceted Self-Retrieval Framework for Microscopic Cascade Prediction AAAI 2025 MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction IJCAI 2025 MTPNet: Multi-Grained Target Perception for Unified Activity Cliff Prediction IJCAI 2025 Multi-Agent Communication with Information Preserving Graph Contrastive Learning IJCAI 2025 Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation COLING 2025 Multi-Hierarchical Fine-Grained Feature Mapping Driven by Feature Contributions for Molecular Odor Prediction IJCAI 2025 Multi-Label Node Classification with Label Influence Propagation ICLR 2025 Multimodal Document-level Triple Extraction via Dynamic Graph Enhancement and Relation-Aware Reflection EMNLP 2025 Multi-Modal Few-Shot Temporal Action Segmentation ICCV 2025 Multimodal Fine-grained Context Interaction Graph Modeling for Conversational Speech Synthesis EMNLP 2025 Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information CVPR 2025 Multi-Omics Analysis for Cancer Subtype Inference via Unrolling Graph Smoothness Priors IJCAI 2025 Multiple Feature Refining Network for Visual Emotion Distribution Learning AAAI 2025 Multiplex Graph Representation Learning with Homophily and Consistency AAAI 2025 Multi-Scale Graph Learning for Anti-Sparse Downscaling AAAI 2025 Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025 Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning AAAI 2025 Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025 Multi-View Graph Clustering via Node-Guided Contrastive Encoding ICML 2025 Multi-View Multi-Label Classification via View-Label Matching Selection AAAI 2025 MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy ICLR 2025 MutationGuard: A Graph and Temporal-Spatial Neural Method for Detecting Mutation Telecommunication Fraud IJCAI 2025