| Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation | May 17, 2020 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| Context-Aware Scene Graph Generation With Seq2Seq Transformers | Jan 1, 2021 | DecoderGraph Generation | 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 |
| GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation | Dec 4, 2022 | Graph GenerationPosition | CodeCode Available | 1 | 5 |
| A Simple and Scalable Representation for Graph Generation | Dec 4, 2023 | Graph GenerationMolecular Graph Generation | CodeCode Available | 1 | 5 |
| GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation | Jan 22, 2020 | Graph Generation | CodeCode Available | 1 | 5 |
| A Graph is Worth K Words: Euclideanizing Graph using Pure Transformer | Feb 4, 2024 | DecoderGraph Classification | CodeCode Available | 1 | 5 |
| GraphGT: Machine Learning Datasets for Graph Generation and Transformation | Sep 24, 2021 | BIG-bench Machine LearningDrug Design | CodeCode Available | 1 | 5 |
| GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability | Mar 7, 2024 | Graph Generation | CodeCode Available | 1 | 5 |
| GraphMaker: Can Diffusion Models Generate Large Attributed Graphs? | Oct 20, 2023 | AttributeGraph Generation | CodeCode Available | 1 | 5 |
| Graph R-CNN for Scene Graph Generation | Aug 1, 2018 | Graph GenerationScene Graph 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 |
| ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling | Apr 10, 2024 | Data AugmentationGraph Generation | CodeCode Available | 1 | 5 |
| Data Imputation with Iterative Graph Reconstruction | Dec 6, 2022 | Data Imputation 70%Graph Generation | CodeCode Available | 1 | 5 |
| Hierarchical Generation of Molecular Graphs using Structural Motifs | Feb 8, 2020 | DecoderDrug Discovery | CodeCode Available | 1 | 5 |
| Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection | Jan 1, 2021 | Common Sense ReasoningGraph Generation | CodeCode Available | 1 | 5 |
| Panoptic Scene Graph Generation with Semantics-Prototype Learning | Jul 28, 2023 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 1 | 5 |
| Panoptic Video Scene Graph Generation | Nov 28, 2023 | 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 |
| HiGen: Hierarchical Graph Generative Networks | May 30, 2023 | Graph Generation | CodeCode Available | 1 | 5 |
| AutoKG: Efficient Automated Knowledge Graph Generation for Language Models | Nov 22, 2023 | Graph GenerationRetrieval | CodeCode Available | 1 | 5 |
| HOG-Diff: Higher-Order Guided Diffusion for Graph Generation | Feb 6, 2025 | Graph GenerationImage Generation | CodeCode Available | 1 | 5 |
| Efficient Initial Pose-graph Generation for Global SfM | Nov 24, 2020 | Graph GenerationPose Estimation | CodeCode Available | 1 | 5 |
| Dense Relational Image Captioning via Multi-task Triple-Stream Networks | Oct 8, 2020 | Graph GenerationImage Captioning | 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 |
| Hyperbolic Graph Diffusion Model | Jun 13, 2023 | Graph Generationmodel | CodeCode Available | 1 | 5 |
| Large Language Models for Constrained-Based Causal Discovery | Jun 11, 2024 | Causal DiscoveryGraph Generation | CodeCode Available | 1 | 5 |
| Knowledge Graph Generation From Text | Nov 18, 2022 | Graph GenerationJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning | Apr 15, 2021 | Graph GenerationMultiple-choice | CodeCode Available | 1 | 5 |
| LANDMARK: Language-guided Representation Enhancement Framework for Scene Graph Generation | Mar 2, 2023 | Graph GenerationObject | CodeCode Available | 1 | 5 |
| LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation | Nov 4, 2024 | BenchmarkingGraph Generation | CodeCode Available | 1 | 5 |
| Dirichlet Graph Variational Autoencoder | Oct 9, 2020 | ClusteringGraph Clustering | CodeCode Available | 1 | 5 |
| Directed Graph Grammars for Sequence-based Learning | May 29, 2025 | Bayesian OptimizationGraph Generation | 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 |
| 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 |
| Discrete-state Continuous-time Diffusion for Graph Generation | May 19, 2024 | Drug DiscoveryGraph Generation | CodeCode Available | 1 | 5 |
| Knowledge-Embedded Routing Network for Scene Graph Generation | Mar 8, 2019 | Graph GenerationScene Graph 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 |
| EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding | May 30, 2025 | Action RecognitionGraph 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 |
| Energy-Based Learning for Scene Graph Generation | Mar 3, 2021 | Graph GenerationInductive Bias | CodeCode Available | 1 | 5 |
| GSDiff: Synthesizing Vector Floorplans via Geometry-enhanced Structural Graph Generation | Aug 29, 2024 | Graph Generation | 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 |
| IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation | Jul 13, 2023 | BenchmarkingGraph Embedding | 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 |
| DIFFVSGG: Diffusion-Driven Online Video Scene Graph Generation | Mar 18, 2025 | DenoisingGPU | CodeCode Available | 1 | 5 |
| Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation | Jul 16, 2022 | Graph GenerationImage Captioning | CodeCode Available | 1 | 5 |
| 3M-Diffusion: Latent Multi-Modal Diffusion for Language-Guided Molecular Structure Generation | Mar 11, 2024 | DecoderDrug Discovery | CodeCode Available | 1 | 5 |
| Accurate Learning of Graph Representations with Graph Multiset Pooling | Feb 23, 2021 | Graph ClassificationGraph Clustering | CodeCode Available | 1 | 5 |
