| EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora | Jun 26, 2025 | Graph ReconstructionRAG | CodeCode Available | 2 |
| ReconXF: Graph Reconstruction Attack via Public Feature Explanations on Privatized Node Features and Labels | Jun 2, 2025 | DenoisingGraph Reconstruction | —Unverified | 0 |
| ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction | May 23, 2025 | Graph Reconstruction | —Unverified | 0 |
| CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models | May 22, 2025 | Causal DiscoveryGraph Reconstruction | CodeCode Available | 1 |
| Unveiling and Steering Connectome Organization with Interpretable Latent Variables | May 19, 2025 | Graph ReconstructionRepresentation Learning | —Unverified | 0 |
| GRAIN: Exact Graph Reconstruction from Gradients | Mar 3, 2025 | Federated LearningGraph Attention | CodeCode Available | 0 |
| Graph Inference with Effective Resistance Queries | Feb 25, 2025 | Graph ReconstructionTree Decomposition | —Unverified | 0 |
| CLEAR: Cluster-based Prompt Learning on Heterogeneous Graphs | Feb 13, 2025 | Graph ReconstructionNode Classification | —Unverified | 0 |
| Graph Neural Networks with Coarse- and Fine-Grained Division for Mitigating Label Sparsity and Noise | Nov 6, 2024 | Graph ReconstructionNode Classification | —Unverified | 0 |
| Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering | Oct 30, 2024 | ClusteringGraph Clustering | —Unverified | 0 |
| CoTCoNet: An Optimized Coupled Transformer-Convolutional Network with an Adaptive Graph Reconstruction for Leukemia Detection | Oct 11, 2024 | Diagnosticfeature selection | —Unverified | 0 |
| Identifying Influential nodes in Brain Networks via Self-Supervised Graph-Transformer | Sep 17, 2024 | Graph Reconstruction | —Unverified | 0 |
| Large-Scale Targeted Cause Discovery with Data-Driven Learning | Aug 29, 2024 | Causal DiscoveryGraph Reconstruction | CodeCode Available | 1 |
| Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks | Aug 22, 2024 | Contrastive LearningDynamic Link Prediction | CodeCode Available | 1 |
| Graph Neural Network, ChebNet, Graph Convolutional Network, and Graph Autoencoder: Tutorial and Survey | Jul 8, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning | Jun 6, 2024 | Graph ReconstructionLanguage Modeling | —Unverified | 0 |
| Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering | May 15, 2024 | Collaborative FilteringGraph Generation | CodeCode Available | 1 |
| Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models | Apr 24, 2024 | DenoisingGraph Reconstruction | —Unverified | 0 |
| Temporal Generalization Estimation in Evolving Graphs | Apr 7, 2024 | AttributeGraph Reconstruction | —Unverified | 0 |
| Graph Parsing Networks | Feb 22, 2024 | Graph ClassificationGraph Reconstruction | CodeCode Available | 1 |
| Sign Rank Limitations for Inner Product Graph Decoders | Feb 6, 2024 | Graph Reconstruction | —Unverified | 0 |
| Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting | Feb 1, 2024 | Graph Reconstruction | CodeCode Available | 1 |
| Normed Spaces for Graph Embedding | Dec 3, 2023 | Graph EmbeddingGraph Reconstruction | CodeCode Available | 0 |
| Filling in the Gaps: Efficient Event Coreference Resolution using Graph Autoencoder Networks | Oct 18, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Constraint-Free Structure Learning with Smooth Acyclic Orientations | Sep 15, 2023 | Graph Reconstruction | CodeCode Available | 0 |
| Curve Your Attention: Mixed-Curvature Transformers for Graph Representation Learning | Sep 8, 2023 | Graph ReconstructionGraph Representation Learning | —Unverified | 0 |
| Causal Structure Recovery of Linear Dynamical Systems: An FFT based Approach | Sep 5, 2023 | Causal InferenceGraph Reconstruction | —Unverified | 0 |
| RESTORE: Graph Embedding Assessment Through Reconstruction | Aug 28, 2023 | Graph EmbeddingGraph Reconstruction | —Unverified | 0 |
| Generative Contrastive Graph Learning for Recommendation | Jul 11, 2023 | Collaborative FilteringContrastive Learning | CodeCode Available | 1 |
| An Equivalent Graph Reconstruction Model and its Application in Recommendation Prediction | Jul 5, 2023 | Graph ReconstructionPrediction | —Unverified | 0 |
| Optimized Vectorizing of Building Structures with Switch: High-Efficiency Convolutional Channel-Switch Hybridization Strategy | Jun 26, 2023 | Graph Reconstruction | —Unverified | 0 |
| Mixed-Curvature Transformers for Graph Representation Learning papersreview | Jun 18, 2023 | Graph ReconstructionGraph Representation Learning | —Unverified | 0 |
| On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation | Jun 15, 2023 | Graph ReconstructionReconstruction Attack | CodeCode Available | 1 |
| Accelerating Dynamic Network Embedding with Billions of Parameter Updates to Milliseconds | Jun 15, 2023 | Graph ReconstructionGraph Representation Learning | CodeCode Available | 0 |
| A Graph Reconstruction by Dynamic Signal Coefficient for Fault Classification | May 30, 2023 | Fault Diagnosisfeature selection | —Unverified | 0 |
| Road Network Representation Learning: A Dual Graph based Approach | Apr 13, 2023 | Graph Neural NetworkGraph Reconstruction | —Unverified | 0 |
| Information Recovery-Driven Deep Incomplete Multiview Clustering Network | Apr 2, 2023 | ClusteringGraph Reconstruction | CodeCode Available | 1 |
| FairGen: Towards Fair Graph Generation | Mar 30, 2023 | Data AugmentationFairness | —Unverified | 0 |
| Traffic Prediction with Transfer Learning: A Mutual Information-based Approach | Mar 13, 2023 | Graph ReconstructionManagement | —Unverified | 0 |
| TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning with Structure-Trajectory Prompted Reconstruction for Person Re-Identification | Mar 13, 2023 | Contrastive LearningGraph Reconstruction | CodeCode Available | 1 |
| Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes | Feb 9, 2023 | Graph ReconstructionInference Attack | —Unverified | 0 |
| Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract) | Feb 8, 2023 | DecoderGraph Attention | —Unverified | 0 |
| Regularized Primitive Graph Learning for Unified Vector Mapping | Jan 1, 2023 | Graph LearningGraph Reconstruction | —Unverified | 0 |
| An open unified deep graph learning framework for discovering drug leads | Dec 6, 2022 | BenchmarkingDrug Discovery | CodeCode Available | 0 |
| Data Imputation with Iterative Graph Reconstruction | Dec 6, 2022 | Data Imputation 70%Graph Generation | CodeCode Available | 1 |
| A Complex Network based Graph Embedding Method for Link Prediction | Sep 11, 2022 | Data VisualizationGraph Embedding | —Unverified | 0 |
| Private Graph Extraction via Feature Explanations | Jun 29, 2022 | BIG-bench Machine LearningGraph Reconstruction | CodeCode Available | 0 |
| Spatio-Temporal Graph Few-Shot Learning with Cross-City Knowledge Transfer | May 27, 2022 | Few-Shot LearningGraph Learning | CodeCode Available | 1 |
| Multi-Task Text Classification using Graph Convolutional Networks for Large-Scale Low Resource Language | May 2, 2022 | Graph ReconstructionSarcasm Detection | CodeCode Available | 0 |
| Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction | Feb 18, 2022 | DecoderGraph Mining | CodeCode Available | 1 |