| Matrix Data Deep Decoder - Geometric Learning for Structured Data Completion | Jan 1, 2021 | DecoderGraph Neural Network | —Unverified | 0 |
| Real-Time AutoML | Jan 1, 2021 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| ScheduleNet: Learn to Solve MinMax mTSP Using Reinforcement Learning with Delayed Reward | Jan 1, 2021 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| GraphCGAN: Convolutional Graph Neural Network with Generative Adversarial Networks | Jan 1, 2021 | Graph Neural Network | —Unverified | 0 |
| Learning Lagrangian Fluid Dynamics with Graph Neural Networks | Jan 1, 2021 | Graph Neural Network | —Unverified | 0 |
| Polynomial Graph Convolutional Networks | Jan 1, 2021 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Learning a Transferable Scheduling Policy for Various Vehicle Routing Problems based on Graph-centric Representation Learning | Jan 1, 2021 | Graph Neural Networkreinforcement-learning | —Unverified | 0 |
| NODE-SELECT: A FLEXIBLE GRAPH NEURAL NETWORK BASED ON REALISTIC PROPAGATION SCHEME | Jan 1, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Modelling Drug-Target Binding Affinity using a BERT based Graph Neural network | Jan 1, 2021 | Graph Neural Network | —Unverified | 0 |
| Multi-level Graph Matching Networks for Deep and Robust Graph Similarity Learning | Jan 1, 2021 | Graph ClassificationGraph Matching | —Unverified | 0 |
| Discovering Dialog Structure Graph for Open-Domain Dialog Generation | Dec 31, 2020 | Graph Neural NetworkOpen-Domain Dialog | —Unverified | 0 |
| Binary Graph Neural Networks | Dec 31, 2020 | BinarizationGraph Neural Network | CodeCode Available | 1 |
| Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks | Dec 30, 2020 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Code Summarization with Structure-induced Transformer | Dec 29, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
| Signed Graph Diffusion Network | Dec 28, 2020 | Graph Neural NetworkLink Sign Prediction | —Unverified | 0 |
| Bayesian Graph Neural Network for Fast identification of critical nodes in Uncertain Complex Networks | Dec 26, 2020 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Scalable Graph Neural Network-based framework for identifying critical nodes and links in Complex Networks | Dec 26, 2020 | Graph Neural Network | —Unverified | 0 |
| A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews | Dec 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Deep Multi-attribute Graph Representation Learning on Protein Structures | Dec 22, 2020 | AttributeGraph Neural Network | —Unverified | 0 |
| Hop-Hop Relation-aware Graph Neural Networks | Dec 21, 2020 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training | Dec 21, 2020 | Graph Neural NetworkRetrieval | —Unverified | 0 |
| Learn molecular representations from large-scale unlabeled molecules for drug discovery | Dec 21, 2020 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Suspicious Massive Registration Detection via Dynamic Heterogeneous Graph Neural Networks | Dec 20, 2020 | Graph Neural NetworkManagement | —Unverified | 0 |
| PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection | Dec 18, 2020 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks | Dec 18, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
