| Neural Language Modeling for Contextualized Temporal Graph Generation | Oct 20, 2020 | Graph GenerationLanguage Modeling | CodeCode Available | 1 | 5 |
| Context-Aware Scene Graph Generation With Seq2Seq Transformers | Jan 1, 2021 | DecoderGraph Generation | 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 |
| GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation | Jan 22, 2020 | Graph Generation | CodeCode Available | 1 | 5 |
| A Simple and Scalable Representation for Graph Generation | Dec 4, 2023 | Graph GenerationMolecular 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 Graph is Worth K Words: Euclideanizing Graph using Pure Transformer | Feb 4, 2024 | DecoderGraph Classification | CodeCode Available | 1 | 5 |
| Graph Generation with Diffusion Mixture | Feb 7, 2023 | 3D Molecule GenerationGraph Generation | 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 |
| GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion | Feb 7, 2023 | Graph Generation | CodeCode Available | 1 | 5 |
| Molecule Generation by Principal Subgraph Mining and Assembling | Jun 29, 2021 | Drug DiscoveryGraph 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 |
| Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities | Apr 15, 2022 | Graph ClassificationGraph Generation | CodeCode Available | 1 | 5 |
| Data Imputation with Iterative Graph Reconstruction | Dec 6, 2022 | Data Imputation 70%Graph Generation | CodeCode Available | 1 | 5 |
| Pair then Relation: Pair-Net for Panoptic Scene Graph Generation | Jul 17, 2023 | Graph GenerationPanoptic Scene Graph 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 |
| Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation | Feb 6, 2024 | DenoisingGraph Generation | 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 |
| Hierarchical Generation of Molecular Graphs using Structural Motifs | Feb 8, 2020 | DecoderDrug Discovery | CodeCode Available | 1 | 5 |
| HL-Net: Heterophily Learning Network for Scene Graph Generation | May 3, 2022 | Graph ClassificationGraph Generation | CodeCode Available | 1 | 5 |
| AutoKG: Efficient Automated Knowledge Graph Generation for Language Models | Nov 22, 2023 | Graph GenerationRetrieval | CodeCode Available | 1 | 5 |
| Graph Generation with K^2-trees | May 30, 2023 | Drug DiscoveryGraph Generation | CodeCode Available | 1 | 5 |
| Large Language Models as Realistic Microservice Trace Generators | Dec 16, 2024 | Graph GenerationLanguage Modeling | 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 |
| HOG-Diff: Higher-Order Guided Diffusion for Graph Generation | Feb 6, 2025 | Graph GenerationImage Generation | CodeCode Available | 1 | 5 |
| Knowledge-Embedded Routing Network for Scene Graph Generation | Mar 8, 2019 | Graph GenerationScene 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 |
| Knowledge Graph Generation From Text | Nov 18, 2022 | Graph GenerationJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| Large Language Models for Constrained-Based Causal Discovery | Jun 11, 2024 | Causal DiscoveryGraph 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 |
| Implicit Graphon Neural Representation | Nov 7, 2022 | Graph GenerationGraph Representation Learning | CodeCode Available | 1 | 5 |
| ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning | Apr 15, 2021 | Graph GenerationMultiple-choice | CodeCode Available | 1 | 5 |
| GPT-GNN: Generative Pre-Training of Graph Neural Networks | Jun 27, 2020 | AttributeGraph Generation | CodeCode Available | 1 | 5 |
| Efficient and Scalable Graph Generation through Iterative Local Expansion | Dec 14, 2023 | DenoisingGraph Generation | CodeCode Available | 1 | 5 |
| Discrete-state Continuous-time Diffusion for Graph Generation | May 19, 2024 | 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 |
| 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 |
| Integrating Object-aware and Interaction-aware Knowledge for Weakly Supervised Scene Graph Generation | Aug 3, 2022 | Graph GenerationObject | CodeCode Available | 1 | 5 |
| Energy-Based Learning for Scene Graph Generation | Mar 3, 2021 | Graph GenerationInductive Bias | CodeCode Available | 1 | 5 |
| DIFFVSGG: Diffusion-Driven Online Video Scene Graph Generation | Mar 18, 2025 | DenoisingGPU | 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 |
| Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis | Mar 9, 2021 | 3d scene graph generationgraph construction | 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 |
| Biasing Like Human: A Cognitive Bias Framework for Scene Graph Generation | Mar 17, 2022 | Graph GenerationPredicate Classification | 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 |
