| Directed Graph Grammars for Sequence-based Learning | May 29, 2025 | Bayesian OptimizationGraph 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 |
| OpenPSG: Open-set Panoptic Scene Graph Generation via Large Multimodal Models | Jul 15, 2024 | Graph Generationobject-detection | CodeCode Available | 1 | 5 |
| GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation | Jan 26, 2020 | Density EstimationDrug Discovery | CodeCode Available | 1 | 5 |
| Fast Graph Generation via Spectral Diffusion | Nov 16, 2022 | Graph Generation | CodeCode Available | 1 | 5 |
| ProVision: Programmatically Scaling Vision-centric Instruction Data for Multimodal Language Models | Dec 9, 2024 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| Bridging Knowledge Graphs to Generate Scene Graphs | Jan 7, 2020 | Graph GenerationKnowledge Graphs | CodeCode Available | 1 | 5 |
| One-shot Scene Graph Generation | Feb 22, 2022 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| DIFFVSGG: Diffusion-Driven Online Video Scene Graph Generation | Mar 18, 2025 | DenoisingGPU | CodeCode Available | 1 | 5 |
| Accurate Learning of Graph Representations with Graph Multiset Pooling | Feb 23, 2021 | Graph ClassificationGraph Clustering | CodeCode Available | 1 | 5 |
| Efficient and Scalable Graph Generation through Iterative Local Expansion | Dec 14, 2023 | DenoisingGraph Generation | CodeCode Available | 1 | 5 |
| GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation | Jan 22, 2020 | Graph Generation | 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 |
| 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 |
| Energy-Based Learning for Scene Graph Generation | Mar 3, 2021 | Graph GenerationInductive Bias | CodeCode Available | 1 | 5 |
| Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure | Jan 26, 2023 | Graph GenerationGraph Learning | CodeCode Available | 1 | 5 |
| GraphMaker: Can Diffusion Models Generate Large Attributed Graphs? | Oct 20, 2023 | AttributeGraph Generation | CodeCode Available | 1 | 5 |
| Molecule Generation by Principal Subgraph Mining and Assembling | Jun 29, 2021 | Drug DiscoveryGraph 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 |
| SGFormer: Semantic Graph Transformer for Point Cloud-based 3D Scene Graph Generation | Mar 20, 2023 | 3d scene graph generationGraph Embedding | CodeCode Available | 1 | 5 |
| Any-Property-Conditional Molecule Generation with Self-Criticism using Spanning Trees | Jul 12, 2024 | Graph GenerationProperty Prediction | 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 |
| Integrating Object-aware and Interaction-aware Knowledge for Weakly Supervised Scene Graph Generation | Aug 3, 2022 | Graph GenerationObject | 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 |
| HL-Net: Heterophily Learning Network for Scene Graph Generation | May 3, 2022 | Graph ClassificationGraph Generation | CodeCode Available | 1 | 5 |
| Combinatorial Complex Score-based Diffusion Modelling through Stochastic Differential Equations | Jun 7, 2024 | DenoisingGraph Generation | CodeCode Available | 1 | 5 |
| HOG-Diff: Higher-Order Guided Diffusion for Graph Generation | Feb 6, 2025 | Graph GenerationImage Generation | CodeCode Available | 1 | 5 |
| Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving | Mar 27, 2025 | AttributeAutonomous Driving | CodeCode Available | 1 | 5 |
| Hyperbolic Graph Diffusion Model | Jun 13, 2023 | Graph Generationmodel | 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 |
| Implicit Graphon Neural Representation | Nov 7, 2022 | Graph GenerationGraph Representation Learning | CodeCode Available | 1 | 5 |
| ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling | Apr 10, 2024 | Data AugmentationGraph Generation | 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 |
| A Review and Efficient Implementation of Scene Graph Generation Metrics | Apr 15, 2024 | BenchmarkingGraph Generation | CodeCode Available | 1 | 5 |
| Knowledge Graph Generation From Text | Nov 18, 2022 | Graph GenerationJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| Permutation Invariant Graph Generation via Score-Based Generative Modeling | Mar 2, 2020 | Graph GenerationGraph Neural Network | CodeCode Available | 1 | 5 |
| LANDMARK: Language-guided Representation Enhancement Framework for Scene Graph Generation | Mar 2, 2023 | Graph GenerationObject | 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 |
