Geometric instability of graph neural networks on large graphs Aug 19, 2023 Link Prediction Node Classification
Code Code Available GLEE: Geometric Laplacian Eigenmap Embedding May 23, 2019 Graph Embedding Graph Reconstruction
Code Code Available GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection Apr 2, 2024 Graph Learning Link Prediction
Code Code Available GNE: a deep learning framework for gene network inference by aggregating biological information Apr 5, 2019 Gene Interaction Prediction Link Prediction
Code Code Available Gossip and Attend: Context-Sensitive Graph Representation Learning Mar 30, 2020 Clustering Community Detection
Code Code Available GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction Nov 5, 2019 Community Detection General Classification
Code Code Available GraphAttacker: A General Multi-Task GraphAttack Framework Jan 18, 2021 General Classification Generative Adversarial Network
Code Code Available Graph Attention for Heterogeneous Graphs with Positional Encoding Apr 3, 2025 Graph Attention Link Prediction
Code Code Available Completing Networks by Learning Local Connection Patterns Apr 25, 2022 Link Prediction
Code Code Available Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training Dec 24, 2023 Graph Neural Network Link Prediction
Code Code Available Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs Jul 5, 2025 Graph Neural Network Information Retrieval
Code Code Available Graph Convolutional Networks with EigenPooling Apr 30, 2019 Classification General Classification
Code Code Available Graph Edit Networks Jan 1, 2021 Attribute Graph Generation
Code Code Available Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations Jun 12, 2019 Graph Embedding Link Prediction
Code Code Available GraphFM: A Comprehensive Benchmark for Graph Foundation Model Jun 12, 2024 GPU Graph Neural Network
Code Code Available GraphGAN: Graph Representation Learning with Generative Adversarial Nets Nov 22, 2017 Computational Efficiency Graph Representation Learning
Code Code Available Graphite: Iterative Generative Modeling of Graphs Mar 28, 2018 Density Estimation General Classification
Code Code Available Graph Learning Network: A Structure Learning Algorithm May 29, 2019 Community Detection General Classification
Code Code Available Graph Neighborhood Attentive Pooling Jan 28, 2020 Clustering Community Detection
Code Code Available Graph Perceiver IO: A General Architecture for Graph Structured Data Sep 14, 2022 Graph Classification Link Prediction
Code Code Available GraphReach: Position-Aware Graph Neural Network using Reachability Estimations Aug 19, 2020 Graph Neural Network Link Prediction
Code Code Available Graph Representation Learning Network via Adaptive Sampling Jun 8, 2020 Graph Attention Graph Representation Learning
Code Code Available Graph Representation Learning via Ladder Gamma Variational Autoencoders Apr 3, 2020 Graph Representation Learning Link Prediction
Code Code Available Graph Star Net for Generalized Multi-Task Learning Jun 21, 2019 Classification General Classification
Code Code Available SimHawNet: A Modified Hawkes Process for Temporal Network Simulation Mar 14, 2022 BIG-bench Machine Learning Link Prediction
Code Code Available GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding Mar 2, 2019 CPU Dimensionality Reduction
Code Code Available Gravity-Inspired Graph Autoencoders for Directed Link Prediction May 23, 2019 Decoder Link Prediction
Code Code Available GTRL: An Entity Group-Aware Temporal Knowledge Graph Representation Learning Method Feb 22, 2023 Link Prediction Representation Learning
Code Code Available H^2TNE: Temporal Heterogeneous Information Network Embedding in Hyperbolic Spaces Apr 14, 2023 Link Prediction Network Embedding
Code Code Available HeMI: Multi-view Embedding in Heterogeneous Graphs Sep 14, 2021 Clustering Link Prediction
Code Code Available Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding Dec 28, 2023 Graph Embedding Link Prediction
Code Code Available Hierarchical Position Embedding of Graphs with Landmarks and Clustering for Link Prediction Feb 13, 2024 Clustering Graph Clustering
Code Code Available Higher-Order Factorization Machines Jul 25, 2016 Link Prediction Prediction
Code Code Available Higher-Order Message Passing for Glycan Representation Learning Sep 20, 2024 Diversity Graph Classification
Code Code Available Holographic Embeddings of Knowledge Graphs Oct 16, 2015 Knowledge Graphs Link Prediction
Code Code Available HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations Aug 12, 2021 Graph Embedding Graph Representation Learning
Code Code Available How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks using Metric Node Embeddings Mar 3, 2025 Community Detection Link Prediction
Code Code Available How Neural Processes Improve Graph Link Prediction Sep 30, 2021 Inductive Learning Inductive Link Prediction
Code Code Available Human Action Co-occurrence in Lifestyle Vlogs using Graph Link Prediction Sep 12, 2023 Link Prediction
Code Code Available kHGCN: Tree-likeness Modeling via Continuous and Discrete Curvature Learning Dec 4, 2022 Link Prediction Node Classification
Code Code Available Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational Inference Oct 31, 2020 Graph Embedding Link Prediction
Code Code Available Hyperbolic Hierarchical Knowledge Graph Embeddings for Link Prediction in Low Dimensions Apr 28, 2022 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available Hyperedge Anomaly Detection with Hypergraph Neural Network Dec 7, 2024 Anomaly Detection Link Prediction
Code Code Available Hyperedge Prediction using Tensor Eigenvalue Decomposition Feb 6, 2021 Hyperedge Prediction Link Prediction
Code Code Available Hypernetwork Knowledge Graph Embeddings Aug 21, 2018 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available Hyper-Path-Based Representation Learning for Hyper-Networks Aug 24, 2019 Link Prediction Representation Learning
Code Code Available Hyper-SAGNN: a self-attention based graph neural network for hypergraphs Nov 6, 2019 Graph Neural Network Graph Representation Learning
Code Code Available Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning Apr 2, 2023 Few-Shot Learning Inductive Learning
Code Code Available Improving Graph Convolutional Networks with Transformer Layer in social-based items recommendation Jan 12, 2024 Link Prediction
Code Code Available Calibrating and Improving Graph Contrastive Learning Jan 27, 2021 Contrastive Learning Graph Clustering
Code Code Available 