| One-shot Scene Graph Generation | Feb 22, 2022 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation | Apr 1, 2021 | Graph GenerationGraph Neural Network | CodeCode Available | 1 | 5 |
| DIFFVSGG: Diffusion-Driven Online Video Scene Graph Generation | Mar 18, 2025 | DenoisingGPU | CodeCode Available | 1 | 5 |
| GPT-GNN: Generative Pre-Training of Graph Neural Networks | Jun 27, 2020 | AttributeGraph Generation | CodeCode Available | 1 | 5 |
| PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery | Dec 11, 2022 | Graph Generation | CodeCode Available | 1 | 5 |
| Prototype-based Embedding Network for Scene Graph Generation | Mar 13, 2023 | Graph GenerationRelation | CodeCode Available | 1 | 5 |
| Accurate Learning of Graph Representations with Graph Multiset Pooling | Feb 23, 2021 | Graph ClassificationGraph Clustering | CodeCode Available | 1 | 5 |
| GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation | Jan 26, 2020 | Density EstimationDrug Discovery | CodeCode Available | 1 | 5 |
| Diffusion-based Graph Generative Methods | Jan 28, 2024 | DenoisingGraph Generation | CodeCode Available | 1 | 5 |
| Autoregressive Diffusion Model for Graph Generation | Jul 17, 2023 | DenoisingGraph Generation | CodeCode Available | 1 | 5 |
| Efficient and Scalable Graph Generation through Iterative Local Expansion | Dec 14, 2023 | DenoisingGraph Generation | CodeCode Available | 1 | 5 |
| GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation | Dec 4, 2022 | Graph GenerationPosition | CodeCode Available | 1 | 5 |
| Efficient Graph Generation with Graph Recurrent Attention Networks | Oct 2, 2019 | Graph Generation | CodeCode Available | 1 | 5 |
| Efficient Initial Pose-graph Generation for Global SfM | Nov 24, 2020 | Graph GenerationPose Estimation | CodeCode Available | 1 | 5 |
| EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding | May 30, 2025 | Action RecognitionGraph Generation | CodeCode Available | 1 | 5 |
| Fully Convolutional Scene Graph Generation | Mar 30, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| OpenPSG: Open-set Panoptic Scene Graph Generation via Large Multimodal Models | Jul 15, 2024 | Graph Generationobject-detection | CodeCode Available | 1 | 5 |
| Energy-Based Learning for Scene Graph Generation | Mar 3, 2021 | Graph GenerationInductive Bias | CodeCode Available | 1 | 5 |
| GraphMaker: Can Diffusion Models Generate Large Attributed Graphs? | Oct 20, 2023 | AttributeGraph Generation | CodeCode Available | 1 | 5 |
| GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability | Mar 7, 2024 | Graph Generation | CodeCode Available | 1 | 5 |
| Molecule Generation by Principal Subgraph Mining and Assembling | Jun 29, 2021 | Drug DiscoveryGraph Generation | CodeCode Available | 1 | 5 |
| Resistance Training using Prior Bias: toward Unbiased Scene Graph Generation | Jan 18, 2022 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities | Apr 15, 2022 | Graph ClassificationGraph Generation | CodeCode Available | 1 | 5 |
| Graph R-CNN for Scene Graph Generation | Aug 1, 2018 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation | Feb 6, 2024 | DenoisingGraph Generation | CodeCode Available | 1 | 5 |
| Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention | Nov 18, 2023 | Concept AlignmentGraph Generation | CodeCode Available | 1 | 5 |
| ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning | Apr 15, 2021 | Graph GenerationMultiple-choice | CodeCode Available | 1 | 5 |
| Hierarchical Generation of Molecular Graphs using Structural Motifs | Feb 8, 2020 | DecoderDrug Discovery | CodeCode Available | 1 | 5 |
| Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting | Jul 6, 2020 | Graph GenerationGraph Neural Network | CodeCode Available | 1 | 5 |
| Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning | Apr 11, 2022 | Contrastive LearningGraph Generation | CodeCode Available | 1 | 5 |
| CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation | Sep 16, 2020 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis | Mar 9, 2021 | 3d scene graph generationgraph construction | CodeCode Available | 1 | 5 |
| A Fair Ranking and New Model for Panoptic Scene Graph Generation | Jul 12, 2024 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 1 | 5 |
| Graph Generation with K^2-trees | May 30, 2023 | Drug DiscoveryGraph Generation | CodeCode Available | 1 | 5 |
| Combinatorial Complex Score-based Diffusion Modelling through Stochastic Differential Equations | Jun 7, 2024 | DenoisingGraph Generation | CodeCode Available | 1 | 5 |
| HiGen: Hierarchical Graph Generative Networks | May 30, 2023 | Graph Generation | CodeCode Available | 1 | 5 |
| Are scene graphs good enough to improve Image Captioning? | Sep 25, 2020 | DecoderGraph Attention | CodeCode Available | 1 | 5 |
| HYGENE: A Diffusion-based Hypergraph Generation Method | Aug 29, 2024 | Graph Generation | CodeCode Available | 1 | 5 |
| Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering | May 15, 2024 | Collaborative FilteringGraph Generation | CodeCode Available | 1 | 5 |
| Hyperbolic Graph Diffusion Model | Jun 13, 2023 | Graph Generationmodel | CodeCode Available | 1 | 5 |
| 3D Vessel Graph Generation Using Denoising Diffusion | Jul 8, 2024 | AnatomyDenoising | CodeCode Available | 1 | 5 |
| Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and Reasoning | May 31, 2022 | Common Sense ReasoningGraph Generation | CodeCode Available | 1 | 5 |
| Compositional Feature Augmentation for Unbiased Scene Graph Generation | Aug 13, 2023 | DiversityGraph Generation | CodeCode Available | 1 | 5 |
| Face Super-Resolution Using Stochastic Differential Equations | Sep 24, 2022 | Face RecognitionGraph Generation | CodeCode Available | 1 | 5 |
| ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models | Aug 27, 2021 | Graph GenerationJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| Knowledge Graph Generation From Text | Nov 18, 2022 | Graph GenerationJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation | Jan 1, 2023 | Drug DiscoveryGraph Generation | CodeCode Available | 1 | 5 |
| Junction Tree Variational Autoencoder for Molecular Graph Generation | Feb 12, 2018 | Drug DiscoveryGraph Generation | CodeCode Available | 1 | 5 |
| SGTR: End-to-end Scene Graph Generation with Transformer | Dec 24, 2021 | graph constructionGraph Generation | CodeCode Available | 1 | 5 |
| Visual Graphs from Motion (VGfM): Scene understanding with object geometry reasoning | Jul 16, 2018 | 3d scene graph generationGraph Generation | CodeCode Available | 1 | 5 |
