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heterogeneous graph neural network

37 papers

HGNN

Papers

Interpretable and Robust Behavior Abstraction via Environment-Disentangled Heterogeneous Graph AAAI 2026 Pareto-Based Heterogeneous Knowledge Distillation for MLPs on Graphs AAAI 2026 Structure-Enhanced Adapter for Self-Supervised Heterogeneous Graph Learning AAAI 2026 Beyond the Scientific Document: A Citation-Aware Multi-Granular Summarization Approach with Heterogeneous Graphs EMNLP 2025 Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach AAAI 2025 Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs AAAI 2025 GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype IJCAI 2025 HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks AAAI 2025 HeTa: Relation-wise Heterogeneous Graph Foundation Attack Model IJCAI 2025 Heterogeneous Graph Neural Network on Semantic Tree AAAI 2025 HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters ICLR 2025 HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport ICML 2025 LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025 Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks IJCAI 2025 Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck AAAI 2025 An Efficient Subgraph-Inferring Framework for Large-Scale Heterogeneous Graphs AAAI 2024 HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning AAAI 2024 FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks IJCAI 2023 Generating Extractive and Abstractive Summaries in Parallel from Scientific Articles Incorporating Citing Statements EMNLP 2023 Pretraining Language Models with Text-Attributed Heterogeneous Graphs EMNLP 2023 Simple and Efficient Heterogeneous Graph Neural Network AAAI 2023 SlotGAT: Slot-based Message Passing for Heterogeneous Graphs ICML 2023 Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network AAAI 2023 Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification COLING 2022 Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks NeurIPS 2022