| 4D Panoptic Scene Graph Generation | May 16, 2024 | 4D Panoptic SegmentationGraph Generation | CodeCode Available | 3 | 5 |
| GDGB: A Benchmark for Generative Dynamic Text-Attributed Graph Learning | Jul 4, 2025 | BenchmarkingGraph Generation | CodeCode Available | 2 | 5 |
| FastFlows: Flow-Based Models for Molecular Graph Generation | Jan 28, 2022 | Graph GenerationMolecular Graph Generation | CodeCode Available | 2 | 5 |
| Boosting Knowledge Graph Generation from Tabular Data with RML Views | May 22, 2023 | Data IntegrationGraph Generation | CodeCode Available | 2 | 5 |
| LLM-Based Multi-Agent Systems are Scalable Graph Generative Models | Oct 13, 2024 | BenchmarkingGraph Generation | CodeCode Available | 2 | 5 |
| DeFoG: Discrete Flow Matching for Graph Generation | Oct 5, 2024 | DenoisingGraph Generation | CodeCode Available | 2 | 5 |
| Geometry-Complete Diffusion for 3D Molecule Generation and Optimization | Feb 8, 2023 | 3D Molecule GenerationDenoising | CodeCode Available | 2 | 5 |
| RelationField: Relate Anything in Radiance Fields | Dec 18, 2024 | 3d scene graph generationGraph Generation | CodeCode Available | 2 | 5 |
| SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding | Jun 14, 2024 | Graph GenerationRelation | CodeCode Available | 2 | 5 |
| MolScribe: Robust Molecular Structure Recognition with Image-To-Graph Generation | May 28, 2022 | Data AugmentationGraph Generation | CodeCode Available | 2 | 5 |
| Graph Condensation: A Survey | Jan 22, 2024 | FairnessGraph Generation | CodeCode Available | 2 | 5 |
| From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models | Apr 1, 2024 | Graph GenerationImage to text | CodeCode Available | 2 | 5 |
| RelTR: Relation Transformer for Scene Graph Generation | Jan 27, 2022 | DecoderGraph Generation | CodeCode Available | 2 | 5 |
| EGTR: Extracting Graph from Transformer for Scene Graph Generation | Apr 2, 2024 | Graph GenerationMulti-Task Learning | CodeCode Available | 2 | 5 |
| DiffGraph: Heterogeneous Graph Diffusion Model | Jan 4, 2025 | DenoisingGraph Generation | CodeCode Available | 2 | 5 |
| Generative Diffusion Models on Graphs: Methods and Applications | Feb 6, 2023 | DenoisingGraph Generation | CodeCode Available | 2 | 5 |
| Learning to Compose Dynamic Tree Structures for Visual Contexts | Dec 5, 2018 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 2 | 5 |
| REACT: Real-time Efficiency and Accuracy Compromise for Tradeoffs in Scene Graph Generation | May 25, 2024 | Graph GenerationObject | CodeCode Available | 2 | 5 |
| DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement | Jun 18, 2025 | Graph GenerationHallucination | CodeCode Available | 2 | 5 |
| SGTR+: End-to-end Scene Graph Generation with Transformer | Jan 23, 2024 | graph constructionGraph Generation | CodeCode Available | 2 | 5 |
| Unbiased Scene Graph Generation from Biased Training | Feb 27, 2020 | Causal Inferencecounterfactual | CodeCode Available | 2 | 5 |
| STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery | Jun 13, 2024 | Graph GenerationObject | CodeCode Available | 2 | 5 |
| Open World Scene Graph Generation using Vision Language Models | Jun 9, 2025 | Graph GenerationScene Graph Generation | CodeCode Available | 2 | 5 |
| MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments | Mar 4, 2025 | 2D Panoptic SegmentationGraph Generation | CodeCode Available | 2 | 5 |
| DiGress: Discrete Denoising diffusion for graph generation | Sep 29, 2022 | DenoisingEdge Classification | CodeCode Available | 2 | 5 |
| EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding | May 30, 2025 | Action RecognitionGraph Generation | CodeCode Available | 1 | 5 |
| Dense Relational Image Captioning via Multi-task Triple-Stream Networks | Oct 8, 2020 | Graph GenerationImage Captioning | CodeCode Available | 1 | 5 |
| Data Imputation with Iterative Graph Reconstruction | Dec 6, 2022 | Data Imputation 70%Graph Generation | CodeCode Available | 1 | 5 |
| Efficient Initial Pose-graph Generation for Global SfM | Nov 24, 2020 | Graph GenerationPose Estimation | CodeCode Available | 1 | 5 |
| Energy-Based Learning for Scene Graph Generation | Mar 3, 2021 | Graph GenerationInductive Bias | CodeCode Available | 1 | 5 |
| A Graph is Worth K Words: Euclideanizing Graph using Pure Transformer | Feb 4, 2024 | DecoderGraph Classification | CodeCode Available | 1 | 5 |
| Adaptive Self-training Framework for Fine-grained Scene Graph Generation | Jan 18, 2024 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| Efficient and Scalable Graph Generation through Iterative Local Expansion | Dec 14, 2023 | DenoisingGraph Generation | CodeCode Available | 1 | 5 |
| Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph Engineering | Aug 31, 2023 | BenchmarkingDataset Generation | CodeCode Available | 1 | 5 |
| Context-Aware Scene Graph Generation With Seq2Seq Transformers | Jan 1, 2021 | DecoderGraph Generation | CodeCode Available | 1 | 5 |
| Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling | May 6, 2023 | DenoisingGraph Generation | CodeCode Available | 1 | 5 |
| Efficient Graph Generation with Graph Recurrent Attention Networks | Oct 2, 2019 | Graph 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 |
| CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation | Sep 16, 2020 | Graph GenerationScene Graph Generation | 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 |
| Combinatorial Complex Score-based Diffusion Modelling through Stochastic Differential Equations | Jun 7, 2024 | DenoisingGraph Generation | CodeCode Available | 1 | 5 |
| Discrete-state Continuous-time Diffusion for Graph Generation | May 19, 2024 | Drug DiscoveryGraph Generation | CodeCode Available | 1 | 5 |
| Bridging Knowledge Graphs to Generate Scene Graphs | Jan 7, 2020 | Graph GenerationKnowledge Graphs | CodeCode Available | 1 | 5 |
| Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting | Jul 6, 2020 | Graph GenerationGraph Neural Network | 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 |
| Are scene graphs good enough to improve Image Captioning? | Sep 25, 2020 | DecoderGraph Attention | CodeCode Available | 1 | 5 |
| 3D Vessel Graph Generation Using Denoising Diffusion | Jul 8, 2024 | AnatomyDenoising | CodeCode Available | 1 | 5 |
| A Review and Efficient Implementation of Scene Graph Generation Metrics | Apr 15, 2024 | BenchmarkingGraph Generation | CodeCode Available | 1 | 5 |
| CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training | Jun 8, 2020 | Graph GenerationKnowledge Graphs | CodeCode Available | 1 | 5 |
| CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation | Nov 1, 2022 | DecoderEmpathetic Response Generation | CodeCode Available | 1 | 5 |
