| EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora | Jun 26, 2025 | Graph ReconstructionRAG | CodeCode Available | 2 |
| Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach | Jun 9, 2021 | Graph ReconstructionNode Classification | CodeCode Available | 2 |
| Self-Constructing Graph Convolutional Networks for Semantic Labeling | Mar 15, 2020 | Graph ReconstructionKnowledge Graphs | CodeCode Available | 1 |
| Inference Attacks Against Graph Neural Networks | Oct 6, 2021 | Graph ClassificationGraph Embedding | CodeCode Available | 1 |
| On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation | Jun 15, 2023 | Graph ReconstructionReconstruction Attack | CodeCode Available | 1 |
| Spatio-Temporal Graph Few-Shot Learning with Cross-City Knowledge Transfer | May 27, 2022 | Few-Shot LearningGraph Learning | CodeCode Available | 1 |
| Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction | Feb 18, 2022 | DecoderGraph Mining | CodeCode Available | 1 |
| Accurate Learning of Graph Representations with Graph Multiset Pooling | Feb 23, 2021 | Graph ClassificationGraph Clustering | CodeCode Available | 1 |
| HEAT: Holistic Edge Attention Transformer for Structured Reconstruction | Nov 30, 2021 | Edge ClassificationExtracting Buildings In Remote Sensing Images | CodeCode Available | 1 |
| CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models | May 22, 2025 | Causal DiscoveryGraph Reconstruction | CodeCode Available | 1 |
| JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs | Jun 19, 2021 | Graph ReconstructionKG-to-Text Generation | CodeCode Available | 1 |
| Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning | Apr 20, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Pseudo-Riemannian Graph Convolutional Networks | Jun 6, 2021 | Graph ReconstructionInductive Bias | CodeCode Available | 1 |
| Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks | Aug 22, 2024 | Contrastive LearningDynamic Link Prediction | CodeCode Available | 1 |
| Generative Contrastive Graph Learning for Recommendation | Jul 11, 2023 | Collaborative FilteringContrastive Learning | CodeCode Available | 1 |
| Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer | Jun 11, 2019 | Graph ReconstructionPrediction | CodeCode Available | 1 |
| Data Imputation with Iterative Graph Reconstruction | Dec 6, 2022 | Data Imputation 70%Graph Generation | CodeCode Available | 1 |
| GloDyNE: Global Topology Preserving Dynamic Network Embedding | Aug 5, 2020 | Graph ReconstructionIncremental Learning | CodeCode Available | 1 |
| Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering | May 15, 2024 | Collaborative FilteringGraph Generation | CodeCode Available | 1 |
| Graph Parsing Networks | Feb 22, 2024 | Graph ClassificationGraph Reconstruction | CodeCode Available | 1 |
| DynWalks: Global Topology and Recent Changes Awareness Dynamic Network Embedding | Jul 27, 2019 | Graph ReconstructionLink Prediction | CodeCode Available | 1 |
| Edge Representation Learning with Hypergraphs | Jun 30, 2021 | Graph ClassificationGraph Reconstruction | CodeCode Available | 1 |
| Information Recovery-Driven Deep Incomplete Multiview Clustering Network | Apr 2, 2023 | ClusteringGraph Reconstruction | CodeCode Available | 1 |
| Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting | Feb 1, 2024 | Graph Reconstruction | CodeCode Available | 1 |
| Large-Scale Targeted Cause Discovery with Data-Driven Learning | Aug 29, 2024 | Causal DiscoveryGraph Reconstruction | CodeCode Available | 1 |
