| 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 |
| Compositionally Generalizable 3D Structure Prediction | Dec 4, 2020 | 3D Shape ReconstructionObject | 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 |
| Active Invariant Causal Prediction: Experiment Selection through Stability | Jun 10, 2020 | Active LearningPrediction | CodeCode Available | 1 |
| Line Graph Neural Networks for Link Prediction | Oct 20, 2020 | ClassificationGeneral Classification | 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 for Flow-Driven Spatial Networks | Mar 25, 2023 | Link PredictionPrediction | CodeCode Available | 1 |
| Anytime Dense Prediction with Confidence Adaptivity | Apr 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Conformal prediction for multi-dimensional time series by ellipsoidal sets | Mar 6, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 |
| A Graph and Attentive Multi-Path Convolutional Network for Traffic Prediction | May 30, 2022 | PredictionTraffic Prediction | CodeCode Available | 1 |
| LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models | Apr 1, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Automated Concatenation of Embeddings for Structured Prediction | Oct 10, 2020 | Aspect ExtractionChunking | CodeCode Available | 1 |
| LMR: Lane Distance-Based Metric for Trajectory Prediction | Apr 12, 2023 | PredictionTrajectory 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 |
| Locally Valid and Discriminative Prediction Intervals for Deep Learning Models | Jun 1, 2021 | Conformal PredictionDeep Learning | CodeCode Available | 1 |
| Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation | Feb 4, 2025 | Combinatorial OptimizationMulti-Task Learning | CodeCode Available | 1 |
| Lossy Compression for Lossless Prediction | Jun 21, 2021 | Feature CompressionImage Compression | CodeCode Available | 1 |
| Combating Bilateral Edge Noise for Robust Link Prediction | Nov 2, 2023 | DenoisingLink Prediction | CodeCode Available | 1 |
| Community-Aware Transformer for Autism Prediction in fMRI Connectome | Jun 24, 2023 | Prediction | 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 models for DOTA 2 outcomes prediction | Jun 3, 2021 | BIG-bench Machine LearningDota 2 | CodeCode Available | 1 |
| Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark | Dec 19, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| Co-evolution Transformer for Protein Contact Prediction | Dec 1, 2021 | Prediction | CodeCode Available | 1 |
| Collaborative Motion Prediction via Neural Motion Message Passing | Mar 14, 2020 | Autonomous Vehiclesmotion prediction | CodeCode Available | 1 |
| MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction | Jun 5, 2020 | Autonomous VehiclesMulti Future Trajectory Prediction | CodeCode Available | 1 |
| Can Large Language Models Understand Molecules? | Jan 5, 2024 | Drug DiscoveryLanguage Modelling | CodeCode Available | 1 |
| Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning | Jun 23, 2020 | Knowledge GraphsMulti-Task Learning | CodeCode Available | 1 |
| Clockwork Variational Autoencoders | Feb 18, 2021 | MinecraftPrediction | CodeCode Available | 1 |
| Materials Property Prediction with Uncertainty Quantification: A Benchmark Study | Nov 4, 2022 | Active LearningBand Gap | CodeCode Available | 1 |
| AHP: Learning to Negative Sample for Hyperedge Prediction | Apr 13, 2022 | Hyperedge PredictionPrediction | CodeCode Available | 1 |
| MBTI Personality Prediction for Fictional Characters Using Movie Scripts | Oct 20, 2022 | Predictiontext-classification | CodeCode Available | 1 |
| MegaDepth: Learning Single-View Depth Prediction from Internet Photos | Apr 2, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| ASR Error Correction with Constrained Decoding on Operation Prediction | Aug 9, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| MEME: Generating RNN Model Explanations via Model Extraction | Dec 13, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| MEME: Generating RNN Model Explanations via Model Extraction | Oct 15, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Accelerating Vision-Language Pretraining with Free Language Modeling | Mar 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Metalic: Meta-Learning In-Context with Protein Language Models | Oct 10, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| MFRFNN: Multi-Functional Recurrent Fuzzy Neural Network for Chaotic Time Series Prediction | Aug 1, 2022 | PredictionStock Price Prediction | CodeCode Available | 1 |
| Class Incremental Learning via Likelihood Ratio Based Task Prediction | Sep 26, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| A hybrid quantum-classical fusion neural network to improve protein-ligand binding affinity predictions for drug discovery | Sep 6, 2023 | Drug DiscoveryPrediction | CodeCode Available | 1 |
| MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction | Aug 7, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 |
| Mitigating Gender Bias in Captioning Systems | Jun 15, 2020 | BenchmarkingGender Prediction | CodeCode Available | 1 |
| MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction | Feb 19, 2024 | DiversityPrediction | 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 |
| Code4Struct: Code Generation for Few-Shot Event Structure Prediction | Oct 23, 2022 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 |
| Assumption-Lean and Data-Adaptive Post-Prediction Inference | Nov 23, 2023 | Predictionvalid | CodeCode Available | 1 |
| Comparing Correspondences: Video Prediction with Correspondence-wise Losses | Apr 19, 2021 | Optical Flow EstimationPrediction | CodeCode Available | 1 |
