| GraphMaker: Can Diffusion Models Generate Large Attributed Graphs? | Oct 20, 2023 | AttributeGraph Generation | CodeCode Available | 1 |
| Context-Aware Scene Graph Generation With Seq2Seq Transformers | Jan 1, 2021 | DecoderGraph Generation | CodeCode Available | 1 |
| Adaptive Self-training Framework for Fine-grained Scene Graph Generation | Jan 18, 2024 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Graph R-CNN for Scene Graph Generation | Aug 1, 2018 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| A Simple and Scalable Representation for Graph Generation | Dec 4, 2023 | Graph GenerationMolecular Graph Generation | CodeCode Available | 1 |
| Hierarchical Generation of Molecular Graphs using Structural Motifs | Feb 8, 2020 | DecoderDrug Discovery | CodeCode Available | 1 |
| A Graph is Worth K Words: Euclideanizing Graph using Pure Transformer | Feb 4, 2024 | DecoderGraph Classification | CodeCode Available | 1 |
| HL-Net: Heterophily Learning Network for Scene Graph Generation | May 3, 2022 | Graph ClassificationGraph Generation | CodeCode Available | 1 |
| HYGENE: A Diffusion-based Hypergraph Generation Method | Aug 29, 2024 | Graph Generation | CodeCode Available | 1 |
| Hyperbolic Geometric Latent Diffusion Model for Graph Generation | May 6, 2024 | Graph Generation | CodeCode Available | 1 |
| Junction Tree Variational Autoencoder for Molecular Graph Generation | Feb 12, 2018 | Drug DiscoveryGraph Generation | CodeCode Available | 1 |
| CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training | Jun 8, 2020 | Graph GenerationKnowledge Graphs | CodeCode Available | 1 |
| Knowledge Graph Generation From Text | Nov 18, 2022 | Graph GenerationJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Data Imputation with Iterative Graph Reconstruction | Dec 6, 2022 | Data Imputation 70%Graph Generation | CodeCode Available | 1 |
| Large Language Models for Constrained-Based Causal Discovery | Jun 11, 2024 | Causal DiscoveryGraph Generation | CodeCode Available | 1 |
| LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation | Nov 4, 2024 | BenchmarkingGraph Generation | CodeCode Available | 1 |
| Efficient Initial Pose-graph Generation for Global SfM | Nov 24, 2020 | Graph GenerationPose Estimation | CodeCode Available | 1 |
| SPAN: Learning Similarity between Scene Graphs and Images with Transformers | Apr 2, 2023 | Contrastive LearningGraph Generation | CodeCode Available | 1 |
| Learning Visual Commonsense for Robust Scene Graph Generation | Jun 17, 2020 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Less is More: Toward Zero-Shot Local Scene Graph Generation via Foundation Models | Oct 2, 2023 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| AutoKG: Efficient Automated Knowledge Graph Generation for Language Models | Nov 22, 2023 | Graph GenerationRetrieval | CodeCode Available | 1 |
| Linguistic Structures as Weak Supervision for Visual Scene Graph Generation | May 28, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Efficient and Scalable Graph Generation through Iterative Local Expansion | Dec 14, 2023 | DenoisingGraph Generation | CodeCode Available | 1 |
| Dense Relational Image Captioning via Multi-task Triple-Stream Networks | Oct 8, 2020 | Graph GenerationImage Captioning | CodeCode Available | 1 |
| Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph Engineering | Aug 31, 2023 | BenchmarkingDataset Generation | CodeCode Available | 1 |
