| Embedding Symbolic Temporal Knowledge into Deep Sequential Models | Jan 28, 2021 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection | Jan 27, 2021 | Active LearningArticles | —Unverified | 0 |
| Calibrating and Improving Graph Contrastive Learning | Jan 27, 2021 | Contrastive LearningGraph Clustering | CodeCode Available | 0 |
| Learning Parametrised Graph Shift Operators | Jan 25, 2021 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| Learn from Concepts: Towards the Purified Memory for Few-shot Learning | Jan 23, 2021 | Few-Shot LearningGraph Neural Network | —Unverified | 0 |
| Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network | Jan 19, 2021 | ClusteringGraph Neural Network | —Unverified | 0 |
| Heterogeneous Similarity Graph Neural Network on Electronic Health Records | Jan 17, 2021 | Graph Neural Network | —Unverified | 0 |
| Solving QSAT problems with neural MCTS | Jan 17, 2021 | Board GamesGraph Neural Network | —Unverified | 0 |
| BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network | Jan 14, 2021 | DenoisingGraph Neural Network | —Unverified | 0 |
| BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer | Jan 11, 2021 | BenchmarkingBinary Relation Extraction | —Unverified | 0 |
| TrackMPNN: A Message Passing Graph Neural Architecture for Multi-Object Tracking | Jan 11, 2021 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |
| ADiag: Graph Neural Network Based Diagnosis of Alzheimer's Disease | Jan 8, 2021 | DiagnosticGraph Neural Network | —Unverified | 0 |
| Safety-Oriented Pedestrian Motion and Scene Occupancy Forecasting | Jan 7, 2021 | Graph Neural NetworkMotion Forecasting | —Unverified | 0 |
| Node2Seq: Towards Trainable Convolutions in Graph Neural Networks | Jan 6, 2021 | Graph Neural Network | —Unverified | 0 |
| Contrastive Learning for Recommender System | Jan 5, 2021 | Collaborative FilteringContrastive Learning | —Unverified | 0 |
| Representation Learning of Reconstructed Graphs Using Random Walk Graph Convolutional Network | Jan 2, 2021 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Modelling Drug-Target Binding Affinity using a BERT based Graph Neural network | Jan 1, 2021 | Graph Neural Network | —Unverified | 0 |
| NODE-SELECT: A FLEXIBLE GRAPH NEURAL NETWORK BASED ON REALISTIC PROPAGATION SCHEME | Jan 1, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| GraphCGAN: Convolutional Graph Neural Network with Generative Adversarial Networks | Jan 1, 2021 | Graph Neural Network | —Unverified | 0 |
| Learning to Search for Fast Maximum Common Subgraph Detection | Jan 1, 2021 | Cloud ComputingDrug Design | —Unverified | 0 |
| ScheduleNet: Learn to Solve MinMax mTSP Using Reinforcement Learning with Delayed Reward | Jan 1, 2021 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Matrix Data Deep Decoder - Geometric Learning for Structured Data Completion | Jan 1, 2021 | DecoderGraph 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 |
| Real-Time AutoML | Jan 1, 2021 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |