| Heterogeneous Similarity Graph Neural Network on Electronic Health Records | Jan 17, 2021 | Graph Neural Network | —Unverified | 0 |
| TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search | Jan 15, 2021 | Graph Neural NetworkNatural Language Understanding | CodeCode Available | 1 |
| BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network | Jan 14, 2021 | DenoisingGraph Neural Network | —Unverified | 0 |
| Label Contrastive Coding based Graph Neural Network for Graph Classification | Jan 14, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Accelerating amorphous polymer electrolyte screening by learning to reduce errors in molecular dynamics simulated properties | Jan 13, 2021 | Graph Neural Network | CodeCode Available | 1 |
| HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method | Jan 12, 2021 | DecoderGraph Neural Network | CodeCode Available | 1 |
| TrackMPNN: A Message Passing Graph Neural Architecture for Multi-Object Tracking | Jan 11, 2021 | Autonomous DrivingGraph 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 |
| 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 |
