| Fast and Continual Knowledge Graph Embedding via Incremental LoRA | Jul 8, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE | Jun 6, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Fast Sequence-Based Embedding with Diffusion Graphs | Jan 21, 2020 | ClusteringCommunity Detection | CodeCode Available | 1 | 5 |
| Fast Sequence Based Embedding with Diffusion Graphs | Mar 20, 2018 | ClusteringCommunity Detection | CodeCode Available | 1 | 5 |
| Differentially Private Federated Knowledge Graphs Embedding | May 17, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| FedE: Embedding Knowledge Graphs in Federated Setting | Oct 24, 2020 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Inductive Representation Learning on Temporal Graphs | Feb 19, 2020 | Graph AttentionGraph Embedding | CodeCode Available | 1 | 5 |
| Continual Learning of Knowledge Graph Embeddings | Jan 14, 2021 | Continual LearningGraph Embedding | CodeCode Available | 1 | 5 |
| k-Graph: A Graph Embedding for Interpretable Time Series Clustering | Feb 18, 2025 | ClusteringGraph Embedding | CodeCode Available | 1 | 5 |
| Contrastive Deep Nonnegative Matrix Factorization for Community Detection | Nov 4, 2023 | Community DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| LouvainNE: Hierarchical Louvain Method for High Quality and Scalable Network Embedding | Feb 1, 2020 | Community DetectionGraph Embedding | CodeCode Available | 1 | 5 |
| Contrastive Laplacian Eigenmaps | Jan 14, 2022 | Contrastive LearningGraph Embedding | CodeCode Available | 1 | 5 |
| A Broader Picture of Random-walk Based Graph Embedding | Oct 24, 2021 | Graph EmbeddingLink Prediction | CodeCode Available | 1 | 5 |
| funcGNN: A Graph Neural Network Approach to Program Similarity | Jul 26, 2020 | Code SearchGraph Embedding | CodeCode Available | 1 | 5 |
| Adaptive Graph Encoder for Attributed Graph Embedding | Jul 3, 2020 | ClusteringGraph Embedding | 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 |
| Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings | Jul 11, 2022 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 | 5 |
| Stockformer: A Price-Volume Factor Stock Selection Model Based on Wavelet Transform and Multi-Task Self-Attention Networks | Nov 23, 2023 | Financial AnalysisGraph 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 |
| Synergistic Graph Fusion via Encoder Embedding | Mar 31, 2023 | ClassificationGraph Embedding | CodeCode Available | 1 | 5 |
| Knowledge Embedding Based Graph Convolutional Network | Jun 12, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization | May 14, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Relation-aware Ensemble Learning for Knowledge Graph Embedding | Oct 13, 2023 | Ensemble LearningGraph Embedding | CodeCode Available | 1 | 5 |
| Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction | Mar 24, 2022 | 16kData Augmentation | CodeCode Available | 1 | 5 |
| TIGER: Temporal Interaction Graph Embedding with Restarts | Feb 13, 2023 | Graph Embedding | CodeCode Available | 1 | 5 |
| HetReGAT-FC: heterogeneous residual graph attention network via feature completion | Jun 1, 2023 | Graph AttentionGraph Embedding | CodeCode Available | 0 | 5 |
| HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction | Nov 15, 2022 | Graph EmbeddingPrediction | CodeCode Available | 0 | 5 |
| GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment Analysis | Aug 27, 2024 | Graph EmbeddingMultimodal Sentiment Analysis | CodeCode Available | 0 | 5 |
| GraphZoom: A multi-level spectral approach for accurate and scalable graph embedding | Oct 6, 2019 | AttributeGraph Embedding | CodeCode Available | 0 | 5 |
| Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding | Dec 28, 2023 | Graph EmbeddingLink Prediction | CodeCode Available | 0 | 5 |
| Graph U-Nets | May 11, 2019 | DecoderGeneral Classification | CodeCode Available | 0 | 5 |
| DeepE: a deep neural network for knowledge graph embedding | Nov 9, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| GraphVAE: Towards Generation of Small Graphs Using Variational Autoencoders | Feb 9, 2018 | DecoderGraph Embedding | CodeCode Available | 0 | 5 |
| Graph Representation Learning Beyond Node and Homophily | Mar 3, 2022 | Edge ClassificationGraph Embedding | CodeCode Available | 0 | 5 |
| Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding | Oct 1, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Graph Representation Ensemble Learning | Sep 6, 2019 | Ensemble LearningGraph Embedding | CodeCode Available | 0 | 5 |
| Graph Representation Learning via Hard and Channel-Wise Attention Networks | Jul 5, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 | 5 |
| Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning | Dec 16, 2021 | Graph EmbeddingGraph Generation | CodeCode Available | 0 | 5 |
| Hierarchical Latent Relation Modeling for Collaborative Metric Learning | Jul 26, 2021 | Collaborative FilteringGraph Embedding | CodeCode Available | 0 | 5 |
| Attributed Graph Clustering: A Deep Attentional Embedding Approach | Jun 15, 2019 | ClusteringDecoder | CodeCode Available | 0 | 5 |
| Augmenting Knowledge Graphs for Better Link Prediction | Mar 26, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Graph Representation Learning: A Survey | Sep 3, 2019 | FormGraph Embedding | CodeCode Available | 0 | 5 |
| Decompressing Knowledge Graph Representations for Link Prediction | Nov 11, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Accurate, Efficient and Scalable Graph Embedding | Oct 28, 2018 | ClusteringGraph Embedding | CodeCode Available | 0 | 5 |
| Graph Embedding Techniques, Applications, and Performance: A Survey | May 8, 2017 | Graph EmbeddingSurvey | CodeCode Available | 0 | 5 |
| An Adversarial Transfer Network for Knowledge Representation Learning | Apr 30, 2021 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations | Jun 12, 2019 | Graph EmbeddingLink Prediction | CodeCode Available | 0 | 5 |
| AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention Mechanism | Oct 1, 2019 | General ClassificationGraph Classification | CodeCode Available | 0 | 5 |
| DAGCN: Dual Attention Graph Convolutional Networks | Apr 4, 2019 | General ClassificationGraph Classification | CodeCode Available | 0 | 5 |
| Graph Embedding Augmented Skill Rating System | Apr 17, 2023 | Graph Embedding | CodeCode Available | 0 | 5 |
