| Graph Attention Networks | Oct 30, 2017 | Document ClassificationGraph Attention | CodeCode Available | 1 | 5 |
| Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity | May 2, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
| Interpreting single-cell and spatial omics data using deep neural network training dynamics | Dec 4, 2024 | DiversityGraph Embedding | CodeCode Available | 1 | 5 |
| Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model | Sep 5, 2021 | Community DetectionGraph Embedding | CodeCode Available | 1 | 5 |
| Adversarially Regularized Graph Autoencoder for Graph Embedding | Feb 13, 2018 | ClusteringDecoder | CodeCode Available | 1 | 5 |
| Deep Learning for Community Detection: Progress, Challenges and Opportunities | May 17, 2020 | ClusteringCommunity Detection | CodeCode Available | 1 | 5 |
| CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion | Feb 25, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource Scheduling | May 15, 2020 | Deep Reinforcement LearningGPU | CodeCode Available | 1 | 5 |
| Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Adversarial Privacy Preserving Graph Embedding against Inference Attack | Aug 30, 2020 | Graph EmbeddingInference Attack | CodeCode Available | 1 | 5 |
| Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network | Mar 3, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Efficient Non-Sampling Knowledge Graph Embedding | Apr 21, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning | Aug 15, 2023 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| CausE: Towards Causal Knowledge Graph Embedding | Jul 21, 2023 | DisentanglementGraph Embedding | CodeCode Available | 1 | 5 |
| DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing | Jul 18, 2022 | AttributeEntity Typing | CodeCode Available | 1 | 5 |
| Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding | Oct 7, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Approximating Network Centrality Measures Using Node Embedding and Machine Learning | Jun 29, 2020 | BIG-bench Machine LearningGraph Embedding | CodeCode Available | 1 | 5 |
| Expressive Power of Invariant and Equivariant Graph Neural Networks | Jun 28, 2020 | Graph Embedding | CodeCode Available | 1 | 5 |
| DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network | Aug 22, 2021 | DisentanglementGraph Attention | CodeCode Available | 1 | 5 |
| Disentangle-based Continual Graph Representation Learning | Oct 6, 2020 | Continual LearningGraph Embedding | CodeCode Available | 1 | 5 |
| Marius: Learning Massive Graph Embeddings on a Single Machine | Jan 20, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction | Feb 6, 2023 | Data AugmentationGraph Embedding | CodeCode Available | 1 | 5 |
| LGMRec: Local and Global Graph Learning for Multimodal Recommendation | Dec 27, 2023 | Graph EmbeddingGraph Learning | CodeCode Available | 1 | 5 |
| LibKGE - A knowledge graph embedding library for reproducible research | Oct 1, 2020 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 | 5 |
| Cleora: A Simple, Strong and Scalable Graph Embedding Scheme | Feb 3, 2021 | Contrastive LearningCPU | CodeCode Available | 1 | 5 |
| Machine Learning on Graphs: A Model and Comprehensive Taxonomy | May 7, 2020 | BIG-bench Machine LearningDecoder | CodeCode Available | 1 | 5 |
| MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction | Sep 30, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Modeling Multi-Destination Trips with Sketch-Based Model | Feb 22, 2021 | Graph Embeddingmodel | CodeCode Available | 1 | 5 |
| Bilinear Scoring Function Search for Knowledge Graph Learning | Jul 1, 2021 | AutoMLGraph Embedding | CodeCode Available | 1 | 5 |
| FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks | Nov 7, 2020 | Graph Embedding | CodeCode Available | 1 | 5 |
| CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge | May 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| ARM3D: Attention-based relation module for indoor 3D object detection | Feb 20, 2022 | 3D Object DetectionGraph Embedding | CodeCode Available | 1 | 5 |
| Accurate Learning of Graph Representations with Graph Multiset Pooling | Feb 23, 2021 | Graph ClassificationGraph Clustering | CodeCode Available | 1 | 5 |
| Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning | Nov 12, 2019 | Combinatorial OptimizationGraph Embedding | CodeCode Available | 1 | 5 |
| AutoSF: Searching Scoring Functions for Knowledge Graph Embedding | Apr 26, 2019 | AutoMLGraph Embedding | CodeCode Available | 1 | 5 |
| NESS: Node Embeddings from Static SubGraphs | Mar 15, 2023 | Contrastive LearningGraph Embedding | CodeCode Available | 1 | 5 |
| Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding | Nov 17, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Neuro-symbolic computing with spiking neural networks | Aug 4, 2022 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
| Efficient Hyper-parameter Search for Knowledge Graph Embedding | May 1, 2022 | AutoMLGraph Embedding | CodeCode Available | 1 | 5 |
| ECLARE: Extreme Classification with Label Graph Correlations | Jul 31, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 | 5 |
| funcGNN: A Graph Neural Network Approach to Program Similarity | Jul 26, 2020 | Code SearchGraph Embedding | CodeCode Available | 1 | 5 |
| Persona2vec: A Flexible Multi-role Representations Learning Framework for Graphs | Jun 4, 2020 | Graph EmbeddingGraph Mining | CodeCode Available | 1 | 5 |
| Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding | Apr 22, 2021 | AutoMLGraph Embedding | CodeCode Available | 1 | 5 |
| Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding | Oct 24, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 | 5 |
| Contrastive Deep Nonnegative Matrix Factorization for Community Detection | Nov 4, 2023 | Community DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Poisoning Knowledge Graph Embeddings via Relation Inference Patterns | Nov 11, 2021 | Data PoisoningGraph Embedding | CodeCode Available | 1 | 5 |
| Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting | Jan 15, 2024 | Graph AttentionGraph Embedding | CodeCode Available | 1 | 5 |
| Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning | Apr 9, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Graph-based prediction of Protein-protein interactions with attributed signed graph embedding | Jul 21, 2020 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 1 | 5 |
| How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View | Sep 24, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
