| Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction | Jun 11, 2020 | graph constructionKnowledge Graph Completion | CodeCode Available | 1 |
| A Scalable and Generalizable Pathloss Map Prediction | Dec 6, 2023 | PredictionTransfer Learning | CodeCode Available | 1 |
| Combating Bilateral Edge Noise for Robust Link Prediction | Nov 2, 2023 | DenoisingLink Prediction | CodeCode Available | 1 |
| Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction | May 14, 2021 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| LePaRD: A Large-Scale Dataset of Judges Citing Precedents | Nov 15, 2023 | Passage RetrievalPrediction | CodeCode Available | 1 |
| Leveraging Multi-stream Information Fusion for Trajectory Prediction in Low-illumination Scenarios: A Multi-channel Graph Convolutional Approach | Nov 18, 2022 | Autonomous VehiclesOptical Flow Estimation | CodeCode Available | 1 |
| Code4Struct: Code Generation for Few-Shot Event Structure Prediction | Oct 23, 2022 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 |
| State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesis | Mar 5, 2020 | Data AugmentationMemorization | CodeCode Available | 1 |
| A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction | Nov 17, 2021 | BIG-bench Machine LearningCrop Yield Prediction | CodeCode Available | 1 |
| Link Prediction Based on Graph Neural Networks | Feb 27, 2018 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Clockwork Variational Autoencoders | Feb 18, 2021 | MinecraftPrediction | CodeCode Available | 1 |
| AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction | Jul 25, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| A Graph and Attentive Multi-Path Convolutional Network for Traffic Prediction | May 30, 2022 | PredictionTraffic Prediction | CodeCode Available | 1 |
| Lipophilicity Prediction with Multitask Learning and Molecular Substructures Representation | Nov 24, 2020 | Prediction | CodeCode Available | 1 |
| Augmenting Legal Judgment Prediction with Contrastive Case Relations | Oct 1, 2022 | DecoderPrediction | CodeCode Available | 1 |
| LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models | Apr 26, 2022 | Prediction | CodeCode Available | 1 |
| A simple equivariant machine learning method for dynamics based on scalars | Oct 7, 2021 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 |
| Local Frequency Domain Transformer Networks for Video Prediction | May 10, 2021 | Motion SegmentationPrediction | CodeCode Available | 1 |
| Co-evolution Transformer for Protein Contact Prediction | Dec 1, 2021 | Prediction | CodeCode Available | 1 |
| LOPR: Latent Occupancy PRediction using Generative Models | Oct 3, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation | Feb 4, 2025 | Combinatorial OptimizationMulti-Task Learning | CodeCode Available | 1 |
| Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration | Feb 8, 2021 | Length-of-Stay predictionMedical Diagnosis | CodeCode Available | 1 |
| DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving | Feb 17, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 |
| Machine Learning based prediction of Glucose Levels in Type 1 Diabetes Patients with the use of Continuous Glucose Monitoring Data | Feb 24, 2023 | ManagementPrediction | CodeCode Available | 1 |
| Class Incremental Learning via Likelihood Ratio Based Task Prediction | Sep 26, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
