DualHGNN: A Dual Hypergraph Neural Network for Semi-Supervised Node Classification based on Multi-View Learning and Density Awareness Jun 7, 2023 MULTI-VIEW LEARNING Node Classification
— Unverified 0 Dual Node and Edge Fairness-Aware Graph Partition Jun 16, 2023 Fairness Link Prediction
— Unverified 0 DVE: Dynamic Variational Embeddings with Applications in Recommender Systems Aug 27, 2020 Link Prediction Node Classification
— Unverified 0 DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs Aug 13, 2024 Dynamic Link Prediction Dynamic Node Classification
— Unverified 0 Node-Time Conditional Prompt Learning In Dynamic Graphs May 22, 2024 Link Prediction Node Classification
— Unverified 0 DynACPD Embedding Algorithm for Prediction Tasks in Dynamic Networks Mar 12, 2021 Link Prediction Node Classification
— Unverified 0 Dynamic Graph Embedding via LSTM History Tracking Nov 5, 2019 Anomaly Detection Dynamic graph embedding
— Unverified 0 Dynamic Graph Node Classification via Time Augmentation Dec 7, 2022 Classification Graph Neural Network
— Unverified 0 Dynamic Joint Variational Graph Autoencoders Oct 4, 2019 Clustering Graph Clustering
— Unverified 0 Dynamic Spiking Framework for Graph Neural Networks Dec 15, 2023 Dynamic Node Classification Graph Representation Learning
— Unverified 0 Dynamic Stacked Generalization for Node Classification on Networks Oct 16, 2016 Classification General Classification
— Unverified 0 EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression May 21, 2025 Graph Learning Inference Attack
— Unverified 0 Edge2Node: Reducing Edge Prediction to Node Classification Nov 6, 2023 Graph Neural Network Link Prediction
— Unverified 0 Edge: Enriching Knowledge Graph Embeddings with External Text Apr 11, 2021 Knowledge Graph Embeddings Knowledge Graphs
— Unverified 0 Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification Dec 16, 2020 Node Classification
— Unverified 0 Edge-Featured Graph Attention Network Jan 19, 2021 Graph Attention Graph Learning
— Unverified 0 EdgePruner: Poisoned Edge Pruning in Graph Contrastive Learning Dec 12, 2023 Contrastive Learning Graph Representation Learning
— Unverified 0 Initialization for Network Embedding: A Graph Partition Approach Aug 28, 2019 General Classification graph partitioning
— Unverified 0 Effective Polynomial Filter Adaptation for Graph Neural Networks Sep 29, 2021 Node Classification
— Unverified 0 Effects of Graph Convolutions in Multi-layer Networks Apr 20, 2022 Node Classification Stochastic Block Model
— Unverified 0 Efficient Ensembles of Graph Neural Networks Sep 29, 2021 Ensemble Learning Network Pruning
— Unverified 0 Efficient Learning on Large Graphs using a Densifying Regularity Lemma Apr 25, 2025 Graph Neural Network Knowledge Graph Completion
— Unverified 0 Ego-GNNs: Exploiting Ego Structures in Graph Neural Networks Jul 22, 2021 Inductive Bias Node Classification
— Unverified 0 Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs Jun 8, 2020 Dimensionality Reduction Link Prediction
— Unverified 0 _2-norm Flow Diffusion in Near-Linear Time May 30, 2021 Clustering Graph Clustering
— Unverified 0 Embedding Node Structural Role Identity Using Stress Majorization Sep 14, 2021 Node Classification
— Unverified 0 Empty Category Detection using Path Features and Distributed Case Frames Sep 1, 2015 Machine Translation Node Classification
— Unverified 0 Encoder Embedding for General Graph and Node Classification May 24, 2024 Classification Node Classification
— Unverified 0 Enhancing Graph Neural Networks with Limited Labeled Data by Actively Distilling Knowledge from Large Language Models Jul 19, 2024 Active Learning Knowledge Graphs
— Unverified 0 Enhancing Hyperbolic Graph Embeddings via Contrastive Learning Jan 21, 2022 Contrastive Learning Graph Representation Learning
— Unverified 0 Enhancing Intra-class Information Extraction for Heterophilous Graphs: One Neural Architecture Search Approach Nov 20, 2022 Graph Representation Learning Neural Architecture Search
— Unverified 0 Enhancing the Resilience of Graph Neural Networks to Topological Perturbations in Sparse Graphs Jun 5, 2024 Link Prediction Node Classification
— Unverified 0 EPINE: Enhanced Proximity Information Network Embedding Mar 4, 2020 Link Prediction Network Embedding
— Unverified 0 Equivariant Heterogeneous Graph Networks Sep 29, 2021 Link Prediction Node Classification
— Unverified 0 Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings Sep 9, 2021 Link Prediction Node Classification
— Unverified 0 ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification Apr 15, 2022 Event Causality Identification Node Classification
— Unverified 0 Every Node Counts: Improving the Training of Graph Neural Networks on Node Classification Nov 29, 2022 Classification Node Classification
— Unverified 0 ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning Feb 9, 2024 Data Augmentation Graph Generation
— Unverified 0 Expanding Label Sets for Graph Convolutional Networks Dec 18, 2019 Clustering General Classification
— Unverified 0 Explainability-Based Adversarial Attack on Graphs Through Edge Perturbation Dec 28, 2023 Adversarial Attack Node Classification
— Unverified 0 Explainability-based Backdoor Attacks Against Graph Neural Networks Apr 8, 2021 Backdoor Attack Node Classification
— Unverified 0 Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification Feb 2, 2020 General Classification Node Classification
— Unverified 0 Explaining and Adapting Graph Conditional Shift Jun 5, 2023 Domain Adaptation Graph Classification
— Unverified 0 Explicit Pairwise Factorized Graph Neural Network for Semi-Supervised Node Classification Jul 27, 2021 Graph Neural Network Node Classification
— Unverified 0 Exploiting Edge Features for Graph Neural Networks Jun 1, 2019 General Classification Graph Attention
— Unverified 0 Exploiting Edge Features in Graph Neural Networks Sep 7, 2018 General Classification Graph Attention
— Unverified 0 Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning Jun 30, 2021 Graph Attention Graph Learning
— Unverified 0 Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph May 13, 2025 Node Classification TAG
— Unverified 0 Exploring Edge Disentanglement for Node Classification Feb 23, 2022 Classification Disentanglement
— Unverified 0 Exploring Structure-Adaptive Graph Learning for Robust Semi-Supervised Classification Apr 23, 2019 General Classification Graph Learning
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