Graph Neural Networks

GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ACL 2025 Heterogeneous Graph Neural Network on Semantic Tree AAAI 2025 Heterogeneous Graph Structure Learning through the Lens of Data-generating Processes AISTATS 2025 Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025 HGEN: Heterogeneous Graph Ensemble Networks IJCAI 2025 HGMP: Heterogeneous Graph Multi-Task Prompt Learning IJCAI 2025 Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space ACL 2025 Hierarchical Material Recognition from Local Appearance ICCV 2025 HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation AAAI 2025 Higher Order Structures for Graph Explanations AAAI 2025 HybridMQA: Exploring Geometry-Texture Interactions for Colored Mesh Quality Assessment CVPR 2025 HYGENE: A Diffusion-Based Hypergraph Generation Method AAAI 2025 Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedges AAAI 2025 HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting AAAI 2025 Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025 Integrating Co-Training with Edge Discrimination to Enhance Graph Neural Networks Under Heterophily AAAI 2025 iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025 Joint Graph Rewiring and Feature Denoising via Spectral Resonance ICLR 2025 Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection AAAI 2025 KeyPose: Category-Level 6D Object Pose Estimation with Self-Adaptive Keypoints AAAI 2025 K-hop Hypergraph Neural Network: A Comprehensive Aggregation Approach AAAI 2025 KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy AAAI 2025 Learning Laplacian Positional Encodings for Heterophilous Graphs AISTATS 2025 Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025 Learning Production Functions for Supply Chains with Graph Neural Networks AAAI 2025