| Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation | May 21, 2023 | 3D Molecule GenerationDrug Discovery | CodeCode Available | 1 |
| Context-Aware Scene Graph Generation With Seq2Seq Transformers | Jan 1, 2021 | DecoderGraph Generation | CodeCode Available | 1 |
| Adaptive Self-training Framework for Fine-grained Scene Graph Generation | Jan 18, 2024 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Learning to Generate Scene Graph from Natural Language Supervision | Sep 6, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| A Simple and Scalable Representation for Graph Generation | Dec 4, 2023 | Graph GenerationMolecular Graph Generation | CodeCode Available | 1 |
| Less is More: Toward Zero-Shot Local Scene Graph Generation via Foundation Models | Oct 2, 2023 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| A Graph is Worth K Words: Euclideanizing Graph using Pure Transformer | Feb 4, 2024 | DecoderGraph Classification | CodeCode Available | 1 |
| Location-Free Scene Graph Generation | Mar 20, 2023 | Graph GenerationImage Retrieval | CodeCode Available | 1 |
| Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders | Oct 30, 2022 | Graph Generation | CodeCode Available | 1 |
| Generative Modelling of Structurally Constrained Graphs | Jun 25, 2024 | Graph Generation | CodeCode Available | 1 |
| Multiresolution Equivariant Graph Variational Autoencoder | Jun 2, 2021 | Graph GenerationImage Generation | CodeCode Available | 1 |
| CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training | Jun 8, 2020 | Graph GenerationKnowledge Graphs | CodeCode Available | 1 |
| Neural Language Modeling for Contextualized Temporal Graph Generation | Oct 20, 2020 | Graph GenerationLanguage Modeling | CodeCode Available | 1 |
| Data Imputation with Iterative Graph Reconstruction | Dec 6, 2022 | Data Imputation 70%Graph Generation | CodeCode Available | 1 |
| NODIS: Neural Ordinary Differential Scene Understanding | Jan 14, 2020 | AllGraph Generation | CodeCode Available | 1 |
| OED: Towards One-stage End-to-End Dynamic Scene Graph Generation | May 27, 2024 | Graph Generationobject-detection | CodeCode Available | 1 |
| OpenPSG: Open-set Panoptic Scene Graph Generation via Large Multimodal Models | Jul 15, 2024 | Graph Generationobject-detection | CodeCode Available | 1 |
| GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation | Jan 26, 2020 | Density EstimationDrug Discovery | CodeCode Available | 1 |
| Energy-Based Learning for Scene Graph Generation | Mar 3, 2021 | Graph GenerationInductive Bias | CodeCode Available | 1 |
| Pair then Relation: Pair-Net for Panoptic Scene Graph Generation | Jul 17, 2023 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 1 |
| AutoKG: Efficient Automated Knowledge Graph Generation for Language Models | Nov 22, 2023 | Graph GenerationRetrieval | CodeCode Available | 1 |
| Panoptic Video Scene Graph Generation | Nov 28, 2023 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 1 |
| GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation | Dec 4, 2022 | Graph GenerationPosition | CodeCode Available | 1 |
| Dense Relational Image Captioning via Multi-task Triple-Stream Networks | Oct 8, 2020 | Graph GenerationImage Captioning | CodeCode Available | 1 |
| Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph Engineering | Aug 31, 2023 | BenchmarkingDataset Generation | CodeCode Available | 1 |
| PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs | May 21, 2023 | Data AugmentationGraph Generation | CodeCode Available | 1 |
| GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion | Feb 7, 2023 | Graph Generation | CodeCode Available | 1 |
| Fully Convolutional Scene Graph Generation | Mar 30, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Fine-Grained Predicates Learning for Scene Graph Generation | Apr 6, 2022 | Fine-Grained Image ClassificationGraph Generation | CodeCode Available | 1 |
| Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base | Sep 8, 2021 | DecoderGraph Generation | CodeCode Available | 1 |
| Fast Graph Generation via Spectral Diffusion | Nov 16, 2022 | Graph Generation | CodeCode Available | 1 |
| Face Super-Resolution Using Stochastic Differential Equations | Sep 24, 2022 | Face RecognitionGraph Generation | CodeCode Available | 1 |
| Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving | Mar 27, 2025 | AttributeAutonomous Driving | CodeCode Available | 1 |
| GeneAnnotator: A Semi-automatic Annotation Tool for Visual Scene Graph | Sep 6, 2021 | Graph GenerationGraph Learning | CodeCode Available | 1 |
| Dirichlet Graph Variational Autoencoder | Oct 9, 2020 | ClusteringGraph Clustering | CodeCode Available | 1 |
| Directed Graph Grammars for Sequence-based Learning | May 29, 2025 | Bayesian OptimizationGraph Generation | CodeCode Available | 1 |
| Discrete-state Continuous-time Diffusion for Graph Generation | May 19, 2024 | Drug DiscoveryGraph Generation | CodeCode Available | 1 |
| Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis | Mar 9, 2021 | 3d scene graph generationgraph construction | CodeCode Available | 1 |
| ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning | Apr 15, 2021 | Graph GenerationMultiple-choice | CodeCode Available | 1 |
| Fine-Grained Scene Graph Generation with Data Transfer | Mar 22, 2022 | Graph GenerationPredicate Classification | CodeCode Available | 1 |
| From General to Specific: Informative Scene Graph Generation via Balance Adjustment | Aug 30, 2021 | BlockingGraph Generation | CodeCode Available | 1 |
| Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning | Apr 11, 2022 | Contrastive LearningGraph Generation | CodeCode Available | 1 |
| GSDiff: Synthesizing Vector Floorplans via Geometry-enhanced Structural Graph Generation | Aug 29, 2024 | Graph Generation | CodeCode Available | 1 |
| Generative Compositional Augmentations for Scene Graph Prediction | Jul 11, 2020 | Graph GenerationLanguage Modelling | 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 |
| GPS-Net: Graph Property Sensing Network for Scene Graph Generation | Mar 29, 2020 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| DIFFVSGG: Diffusion-Driven Online Video Scene Graph Generation | Mar 18, 2025 | DenoisingGPU | CodeCode Available | 1 |
| Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation | Jul 16, 2022 | Graph GenerationImage Captioning | CodeCode Available | 1 |
| 3M-Diffusion: Latent Multi-Modal Diffusion for Language-Guided Molecular Structure Generation | Mar 11, 2024 | DecoderDrug Discovery | CodeCode Available | 1 |
| Accurate Learning of Graph Representations with Graph Multiset Pooling | Feb 23, 2021 | Graph ClassificationGraph Clustering | CodeCode Available | 1 |
