| Counterfactual Critic Multi-Agent Training for Scene Graph Generation | Dec 6, 2018 | counterfactualGraph Generation | —Unverified | 0 |
| Learning to Compose Dynamic Tree Structures for Visual Contexts | Dec 5, 2018 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 2 |
| Attentive Relational Networks for Mapping Images to Scene Graphs | Nov 26, 2018 | Graph GenerationObject | —Unverified | 0 |
| DEFactor: Differentiable Edge Factorization-based Probabilistic Graph Generation | Nov 24, 2018 | Drug DiscoveryGraph Generation | —Unverified | 0 |
| An Interpretable Model for Scene Graph Generation | Nov 21, 2018 | Graph GenerationImage Captioning | —Unverified | 0 |
| Scene Graph Generation via Conditional Random Fields | Nov 20, 2018 | Graph GenerationImage Retrieval | —Unverified | 0 |
| LinkNet: Relational Embedding for Scene Graph | Nov 15, 2018 | Graph GenerationScene Graph Generation | CodeCode Available | 0 |
| Image-Level Attentional Context Modeling Using Nested-Graph Neural Networks | Nov 9, 2018 | Graph GenerationGraph Neural Network | —Unverified | 0 |
| Encoding Robust Representation for Graph Generation | Sep 28, 2018 | DecoderGraph Generation | CodeCode Available | 0 |
| Graph Generation via Scattering | Sep 27, 2018 | DecoderGraph Generation | —Unverified | 0 |
| Characterizing Malicious Edges targeting on Graph Neural Networks | Sep 27, 2018 | Graph GenerationLink Prediction | —Unverified | 0 |
| Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing | Sep 4, 2018 | Graph GenerationRepresentation Learning | CodeCode Available | 0 |
| Aesthetic Discrimination of Graph Layouts | Sep 4, 2018 | Data AugmentationGraph Generation | CodeCode Available | 0 |
| Graph R-CNN for Scene Graph Generation | Aug 1, 2018 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Visual Graphs from Motion (VGfM): Scene understanding with object geometry reasoning | Jul 16, 2018 | 3d scene graph generationGraph Generation | CodeCode Available | 1 |
| Natural Language Processing for Music Knowledge Discovery | Jul 6, 2018 | Graph GenerationSentiment Analysis | CodeCode Available | 0 |
| Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation | Jun 29, 2018 | ClusteringGraph Generation | CodeCode Available | 0 |
| Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation | Jun 7, 2018 | Graph GenerationMolecular Graph Generation | CodeCode Available | 0 |
| A posteriori multi-stage optimal trading under transaction costs and a diversification constraint | Apr 25, 2018 | Graph GenerationTime Series | —Unverified | 0 |
| Approximate Query Matching for Image Retrieval | Mar 14, 2018 | Graph GenerationImage Retrieval | —Unverified | 0 |
| Learning Deep Generative Models of Graphs | Mar 8, 2018 | Graph GenerationKnowledge Graphs | —Unverified | 0 |
| NetGAN: Generating Graphs via Random Walks | Mar 2, 2018 | Graph GenerationLink Prediction | CodeCode Available | 0 |
| Growing Story Forest Online from Massive Breaking News | Mar 1, 2018 | Graph GenerationInformation Threading | CodeCode Available | 0 |
| GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models | Feb 24, 2018 | Graph Generation | CodeCode Available | 0 |
| Junction Tree Variational Autoencoder for Molecular Graph Generation | Feb 12, 2018 | Drug DiscoveryGraph Generation | CodeCode Available | 1 |
