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Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

End-to-End HOI Reconstruction Transformer with Graph-based Encoding CVPR 2025
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype IJCAI 2025
Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method IJCAI 2025
HGEN: Heterogeneous Graph Ensemble Networks IJCAI 2025
Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks IJCAI 2025
Divide and Conquer: Coordinating Multiplex Mixture of Graph Learners to Handle Multi-Omics Analysis IJCAI 2025
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation ACL 2025
State Feedback Enhanced Graph Differential Equations for Multivariate Time Series Forecasting IJCAI 2025
MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction IJCAI 2025
Backdoor Attack on Vertical Federated Graph Neural Network Learning IJCAI 2025
DGCPL: Dual Graph Distillation for Concept Prerequisite Relation Learning IJCAI 2025
Hierarchical Material Recognition from Local Appearance ICCV 2025
Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights ACL 2025
PS-Mamba: Spatial-Temporal Graph Mamba for Pose Sequence Refinement ICCV 2025
Breaking Grid Constraints: Dynamic Graph Reconstruction Network for Multi-organ Segmentation ICCV 2025
Social Recommendation via Graph-Level Counterfactual Augmentation AAAI 2025
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025
SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025
Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation AAAI 2025
Each graph is a new language: Graph Learning with LLMs ACL 2025
KeyPose: Category-Level 6D Object Pose Estimation with Self-Adaptive Keypoints AAAI 2025
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ACL 2025
Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025
LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025
Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection AAAI 2025