| Molecule Generation by Principal Subgraph Mining and Assembling | Jun 29, 2021 | Drug DiscoveryGraph Generation | CodeCode Available | 1 |
| HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps | Jun 28, 2021 | Autonomous DrivingGraph Generation | —Unverified | 0 |
| Structured Sparse R-CNN for Direct Scene Graph Generation | Jun 21, 2021 | graph constructionGraph Generation | CodeCode Available | 1 |
| TD-GEN: Graph Generation With Tree Decomposition | Jun 20, 2021 | Graph GenerationTree Decomposition | —Unverified | 0 |
| Graph Context Encoder: Graph Feature Inpainting for Graph Generation and Self-supervised Pretraining | Jun 18, 2021 | Graph GenerationGraph Representation Learning | —Unverified | 0 |
| Tackling the Challenges in Scene Graph Generation with Local-to-Global Interactions | Jun 16, 2021 | Bidirectional Relationship ClassificationDiagnostic | CodeCode Available | 1 |
| Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation | Jun 11, 2021 | Graph GenerationVariational Inference | CodeCode Available | 1 |
| Realistic molecule optimization on a learned graph manifold | Jun 3, 2021 | Drug DesignGraph Generation | —Unverified | 0 |
| Multiresolution Equivariant Graph Variational Autoencoder | Jun 2, 2021 | Graph GenerationImage Generation | CodeCode Available | 1 |
| Linguistic Structures as Weak Supervision for Visual Scene Graph Generation | May 28, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| iTelos -- Purpose Driven Knowledge Graph Generation | May 19, 2021 | Graph GenerationKnowledge Graphs | —Unverified | 0 |
| Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval | May 16, 2021 | Graph GenerationImage Captioning | —Unverified | 0 |
| Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network | May 6, 2021 | Generative Adversarial NetworkGraph Generation | CodeCode Available | 0 |
| VersaGNN: a Versatile accelerator for Graph neural networks | May 4, 2021 | CPUGPU | —Unverified | 0 |
| Recovering Barabási-Albert Parameters of Graphs through Disentanglement | May 3, 2021 | DecoderDisentanglement | CodeCode Available | 0 |
| Segmentation-grounded Scene Graph Generation | Apr 29, 2021 | Graph GenerationMulti-Task Learning | —Unverified | 0 |
| A Tunable Model for Graph Generation Using LSTM and Conditional VAE | Apr 15, 2021 | BIG-bench Machine LearningGraph Generation | —Unverified | 0 |
| ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning | Apr 15, 2021 | Graph GenerationMultiple-choice | CodeCode Available | 1 |
| Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation | Apr 1, 2021 | Graph GenerationGraph Neural Network | CodeCode Available | 1 |
| Fully Convolutional Scene Graph Generation | Mar 30, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Visual Distant Supervision for Scene Graph Generation | Mar 29, 2021 | Graph GenerationPredicate Classification | CodeCode Available | 1 |
| The unknown knowns: a graph-based approach for temporal COVID-19 literature mining | Mar 23, 2021 | graph constructionGraph Generation | CodeCode Available | 0 |
| DIG: A Turnkey Library for Diving into Graph Deep Learning Research | Mar 23, 2021 | BenchmarkingDeep Learning | —Unverified | 0 |
| Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis | Mar 9, 2021 | 3d scene graph generationgraph construction | CodeCode Available | 1 |
| Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation | Mar 9, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
