| Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation | Jun 29, 2018 | ClusteringGraph Generation | CodeCode Available | 0 | 5 |
| Recovering Barabási-Albert Parameters of Graphs through Disentanglement | May 3, 2021 | DecoderDisentanglement | CodeCode Available | 0 | 5 |
| Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling | Nov 1, 2021 | graph constructionGraph Generation | CodeCode Available | 0 | 5 |
| ReFormer: The Relational Transformer for Image Captioning | Jul 29, 2021 | Graph GenerationImage Captioning | CodeCode Available | 0 | 5 |
| SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph Retrieval | May 21, 2025 | counterfactualGraph Generation | CodeCode Available | 0 | 5 |
| Top-N: Equivariant set and graph generation without exchangeability | Oct 5, 2021 | Drug DiscoveryGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Pixels to Graphs by Associative Embedding | Jun 22, 2017 | Graph GenerationScene Graph Generation | CodeCode Available | 0 | 5 |
| Pixel-wise Graph Attention Networks for Person Re-identification | Jul 18, 2023 | Graph AttentionGraph Generation | CodeCode Available | 0 | 5 |
| Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs | Dec 18, 2021 | Graph GenerationObject | CodeCode Available | 0 | 5 |
| Pre-Training on Dynamic Graph Neural Networks | Feb 24, 2021 | Graph GenerationGraph Neural Network | CodeCode Available | 0 | 5 |
| Explanation Graph Generation via Generative Pre-training over Synthetic Graphs | Jun 1, 2023 | Graph GenerationLanguage Modelling | CodeCode Available | 0 | 5 |
| Aesthetic Discrimination of Graph Layouts | Sep 4, 2018 | Data AugmentationGraph Generation | CodeCode Available | 0 | 5 |
| Optimized Crystallographic Graph Generation for Material Science | Jun 7, 2023 | GPUGraph Generation | CodeCode Available | 0 | 5 |
| Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic Brain Mapping | Jun 30, 2021 | Generative Adversarial NetworkGraph Generation | CodeCode Available | 0 | 5 |
| Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation | Aug 7, 2023 | Graph GenerationObject | CodeCode Available | 0 | 5 |
| Node Embedding via Word Embedding for Network Community Discovery | Nov 9, 2016 | ClusteringGraph Generation | CodeCode Available | 0 | 5 |
| OG-SGG: Ontology-Guided Scene Graph Generation. A Case Study in Transfer Learning for Telepresence Robotics | Feb 21, 2022 | BIG-bench Machine LearningGraph Generation | CodeCode Available | 0 | 5 |
| An Unpooling Layer for Graph Generation | Jun 4, 2022 | DecoderGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Encoding Robust Representation for Graph Generation | Sep 28, 2018 | DecoderGraph Generation | CodeCode Available | 0 | 5 |
| Cascading Large Language Models for Salient Event Graph Generation | Jun 26, 2024 | Graph GenerationLanguage Modeling | CodeCode Available | 0 | 5 |
| On-Demand and Lightweight Knowledge Graph Generation -- a Demonstration with DBpedia | Jul 2, 2021 | Graph GenerationKnowledge Graphs | CodeCode Available | 0 | 5 |
| Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives | Oct 7, 2024 | Graph Generation | CodeCode Available | 0 | 5 |
| Natural Language Processing for Music Knowledge Discovery | Jul 6, 2018 | Graph GenerationSentiment Analysis | CodeCode Available | 0 | 5 |
| Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation | Jun 16, 2023 | Graph GenerationMeta-Learning | CodeCode Available | 0 | 5 |
| Multi-Class and Multi-Task Strategies for Neural Directed Link Prediction | Dec 14, 2024 | Graph GenerationGraph Representation Learning | CodeCode Available | 0 | 5 |
| NetGAN: Generating Graphs via Random Walks | Mar 2, 2018 | Graph GenerationLink Prediction | CodeCode Available | 0 | 5 |
| MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning | May 8, 2024 | Graph GenerationMissing Elements | CodeCode Available | 0 | 5 |
| Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network | May 6, 2021 | Generative Adversarial NetworkGraph Generation | CodeCode Available | 0 | 5 |
| Edge-based sequential graph generation with recurrent neural networks | Jan 31, 2020 | Graph Generation | CodeCode Available | 0 | 5 |
| An Equivariant Generative Framework for Molecular Graph-Structure Co-Design | Apr 12, 2023 | 3D geometryDrug Design | CodeCode Available | 0 | 5 |
| LTLBench: Towards Benchmarks for Evaluating Temporal Logic Reasoning in Large Language Models | Jul 7, 2024 | Graph Generation | CodeCode Available | 0 | 5 |
| MALOnt: An Ontology for Malware Threat Intelligence | Jun 20, 2020 | Decision MakingGraph Generation | CodeCode Available | 0 | 5 |
| Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning | Dec 16, 2021 | Graph EmbeddingGraph Generation | CodeCode Available | 0 | 5 |
| LinkNet: Relational Embedding for Scene Graph | Nov 15, 2018 | Graph GenerationScene Graph Generation | CodeCode Available | 0 | 5 |
| DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation | Mar 21, 2024 | Graph GenerationGraph Matching | CodeCode Available | 0 | 5 |
| Graphs over Time: Densification Laws, Shrinking Diameters and Possible Explanations | May 13, 2020 | Graph Generation | CodeCode Available | 0 | 5 |
| GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models | Feb 24, 2018 | Graph Generation | CodeCode Available | 0 | 5 |
| LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study | May 26, 2025 | Graph GenerationScene Graph Generation | CodeCode Available | 0 | 5 |
| GraphNVP: An Invertible Flow Model for Generating Molecular Graphs | May 28, 2019 | Graph GenerationMolecular Graph Generation | CodeCode Available | 0 | 5 |
| Balanced Graph Structure Learning for Multivariate Time Series Forecasting | Jan 24, 2022 | Graph GenerationGraph Learning | CodeCode Available | 0 | 5 |
| Let There Be Order: Rethinking Ordering in Autoregressive Graph Generation | May 24, 2023 | Dimensionality ReductionGraph Generation | CodeCode Available | 0 | 5 |
| KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph Generation | Feb 21, 2025 | Common Sense ReasoningGraph Generation | CodeCode Available | 0 | 5 |
| Instruction-Based Molecular Graph Generation with Unified Text-Graph Diffusion Model | Aug 19, 2024 | Computational chemistryDenoising | CodeCode Available | 0 | 5 |
| Interpretable Deep Graph Generation with Node-Edge Co-Disentanglement | Jun 9, 2020 | DisentanglementGraph Generation | CodeCode Available | 0 | 5 |
| GraphGen-Redux: a Fast and Lightweight Recurrent Model for labeled Graph Generation | Jul 18, 2021 | Graph Generation | CodeCode Available | 0 | 5 |
| Disentangled Dynamic Graph Deep Generation | Oct 14, 2020 | Graph GenerationProtein Folding | CodeCode Available | 0 | 5 |
| BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs | Jun 21, 2022 | Anomaly DetectionBenchmarking | CodeCode Available | 0 | 5 |
| GraphTune: A Learning-based Graph Generative Model with Tunable Structural Features | Jan 27, 2022 | Graph Generation | CodeCode Available | 0 | 5 |
| Image Scene Graph Generation (SGG) Benchmark | Jul 27, 2021 | AttributeGraph Generation | CodeCode Available | 0 | 5 |
| Improving Graph Generation by Restricting Graph Bandwidth | Jan 25, 2023 | Graph Generation | CodeCode Available | 0 | 5 |
