| Adaptive Graph Auto-Encoder for General Data Clustering | Feb 20, 2020 | ClusteringDecoder | CodeCode Available | 1 | 5 |
| A Broader Picture of Random-walk Based Graph Embedding | Oct 24, 2021 | Graph EmbeddingLink Prediction | CodeCode Available | 1 | 5 |
| Adaptive Graph Encoder for Attributed Graph Embedding | Jul 3, 2020 | ClusteringGraph Embedding | CodeCode Available | 1 | 5 |
| Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion | Oct 17, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Collaborative Translational Metric Learning | Jun 4, 2019 | Graph EmbeddingKnowledge 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 |
| A Multi-purposed Unsupervised Framework for Comparing Embeddings of Undirected and Directed Graphs | Nov 30, 2021 | Graph Embedding | CodeCode Available | 1 | 5 |
| Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction | Mar 24, 2022 | 16kData Augmentation | CodeCode Available | 1 | 5 |
| Analogical Inference Enhanced Knowledge Graph Embedding | Jan 3, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning | Nov 12, 2019 | Combinatorial OptimizationGraph Embedding | CodeCode Available | 1 | 5 |
| DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network | Aug 22, 2021 | DisentanglementGraph Attention | CodeCode Available | 1 | 5 |
| Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs | Mar 10, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 1 | 5 |
| Distributed-Memory Sparse Kernels for Machine Learning | Mar 15, 2022 | BIG-bench Machine LearningCollaborative Filtering | 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 |
| Bilinear Scoring Function Search for Knowledge Graph Learning | Jul 1, 2021 | AutoMLGraph 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 |
| ECLARE: Extreme Classification with Label Graph Correlations | Jul 31, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 | 5 |
| Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement | Oct 12, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Contrastive Laplacian Eigenmaps | Jan 14, 2022 | Contrastive LearningGraph Embedding | CodeCode Available | 1 | 5 |
| DeepGG: a Deep Graph Generator | Jun 7, 2020 | Drug DiscoveryGraph Embedding | CodeCode Available | 1 | 5 |
| Adversarial Directed Graph Embedding | Aug 9, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 | 5 |
| AutoSF: Searching Scoring Functions for Knowledge Graph Embedding | Apr 26, 2019 | AutoMLGraph Embedding | CodeCode Available | 1 | 5 |
| Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks | May 8, 2020 | ClusteringFairness | CodeCode Available | 1 | 5 |
| An Unsupervised Framework for Comparing Graph Embeddings | May 29, 2019 | Graph 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 |
| Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space | Jul 8, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
| Adversarially Regularized Graph Autoencoder for Graph Embedding | Feb 13, 2018 | ClusteringDecoder | CodeCode Available | 1 | 5 |
| Disentangle-based Continual Graph Representation Learning | Oct 6, 2020 | Continual LearningGraph 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 |
| 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 |
| Efficient Non-Sampling Knowledge Graph Embedding | Apr 21, 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 |
| BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph Completion | Nov 22, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction | Mar 1, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding | Feb 3, 2023 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 | 5 |
| Bipartite Graph Embedding via Mutual Information Maximization | Dec 10, 2020 | Graph EmbeddingLink Prediction | CodeCode Available | 1 | 5 |
| Continual Learning of Knowledge Graph Embeddings | Jan 14, 2021 | Continual LearningGraph Embedding | CodeCode Available | 1 | 5 |
| A Representation Learning Framework for Property Graphs | Jun 27, 2022 | Graph EmbeddingGraph Representation Learning | 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 |
| Boosting Graph Embedding on a Single GPU | Oct 19, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| FedE: Embedding Knowledge Graphs in Federated Setting | Oct 24, 2020 | Graph EmbeddingKnowledge Graph Completion | 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 |
| Force2Vec: Parallel force-directed graph embedding | Sep 17, 2020 | ClusteringGraph Embedding | CodeCode Available | 1 | 5 |
| Cleora: A Simple, Strong and Scalable Graph Embedding Scheme | Feb 3, 2021 | Contrastive LearningCPU | CodeCode Available | 1 | 5 |
| Representation Learning for Attributed Multiplex Heterogeneous Network | May 5, 2019 | Graph EmbeddingInductive Learning | CodeCode Available | 1 | 5 |
| Expressive Power of Invariant and Equivariant Graph Neural Networks | Jun 28, 2020 | Graph Embedding | CodeCode Available | 1 | 5 |
| CausE: Towards Causal Knowledge Graph Embedding | Jul 21, 2023 | DisentanglementGraph Embedding | CodeCode Available | 1 | 5 |
| AirObject: A Temporally Evolving Graph Embedding for Object Identification | Nov 30, 2021 | Graph AttentionGraph Embedding | CodeCode Available | 1 | 5 |
| Contrastive Deep Nonnegative Matrix Factorization for Community Detection | Nov 4, 2023 | Community DetectionContrastive Learning | CodeCode Available | 1 | 5 |
