| Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks | Mar 1, 2022 | Link PredictionPrediction | CodeCode Available | 1 |
| Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning | Feb 28, 2022 | Graph Representation LearningPrediction | CodeCode Available | 1 |
| Structured Multi-task Learning for Molecular Property Prediction | Feb 22, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Probabilistic Embeddings Revisited | Feb 14, 2022 | Face VerificationImage Retrieval | CodeCode Available | 1 |
| CRAT-Pred: Vehicle Trajectory Prediction with Crystal Graph Convolutional Neural Networks and Multi-Head Self-Attention | Feb 9, 2022 | Autonomous VehiclesMotion Forecasting | CodeCode Available | 1 |
| DeepCENT: Prediction of Censored Event Time via Deep Learning | Feb 8, 2022 | Deep LearningPrediction | CodeCode Available | 1 |
| Conformal Prediction Under Feedback Covariate Shift for Biomolecular Design | Feb 8, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Structured Time Series Prediction without Structural Prior | Feb 7, 2022 | Domain AdaptationPrediction | CodeCode Available | 1 |
| Triangle Graph Interest Network for Click-through Rate Prediction | Feb 6, 2022 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 |
| Approximating Full Conformal Prediction at Scale via Influence Functions | Feb 2, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
