| Invariant Causal Prediction for Block MDPs | Mar 12, 2020 | Causal InferencePrediction | CodeCode Available | 1 | 5 |
| Graph Neural Networks for Link Prediction with Subgraph Sketching | Sep 30, 2022 | GPULink Prediction | CodeCode Available | 1 | 5 |
| Code4Struct: Code Generation for Few-Shot Event Structure Prediction | Oct 23, 2022 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 | 5 |
| Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark | Dec 19, 2022 | Decision MakingPrediction | CodeCode Available | 1 | 5 |
| Co-evolution Transformer for Protein Contact Prediction | Dec 1, 2021 | Prediction | CodeCode Available | 1 | 5 |
| From Recognition to Prediction: Analysis of Human Action and Trajectory Prediction in Video | Nov 20, 2020 | Action DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Collaborative Motion Prediction via Neural Motion Message Passing | Mar 14, 2020 | Autonomous Vehiclesmotion prediction | CodeCode Available | 1 | 5 |
| Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation | Feb 4, 2025 | Combinatorial OptimizationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Combating Bilateral Edge Noise for Robust Link Prediction | Nov 2, 2023 | DenoisingLink Prediction | CodeCode Available | 1 | 5 |
| Graph Neural Network Based Coarse-Grained Mapping Prediction | Jun 24, 2020 | ClusteringGraph Neural Network | CodeCode Available | 1 | 5 |
| Benchmarking Graph Neural Networks on Dynamic Link Prediction | Sep 29, 2021 | BenchmarkingDynamic Link Prediction | CodeCode Available | 1 | 5 |
| Can Large Language Models Understand Molecules? | Jan 5, 2024 | Drug DiscoveryLanguage Modelling | CodeCode Available | 1 | 5 |
| Community-Aware Transformer for Autism Prediction in fMRI Connectome | Jun 24, 2023 | Prediction | CodeCode Available | 1 | 5 |
| A Closer Look at Mortality Risk Prediction from Electrocardiograms | Jun 24, 2024 | BenchmarkingPrediction | CodeCode Available | 1 | 5 |
| Comparing Correspondences: Video Prediction with Correspondence-wise Losses | Apr 19, 2021 | Optical Flow EstimationPrediction | CodeCode Available | 1 | 5 |
| Compositionally Generalizable 3D Structure Prediction | Dec 4, 2020 | 3D Shape ReconstructionObject | CodeCode Available | 1 | 5 |
| Graph neural network-based surrogate modelling for real-time hydraulic prediction of urban drainage networks | Apr 16, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction | Mar 22, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs | Nov 15, 2022 | Graph MiningLink Prediction | CodeCode Available | 1 | 5 |
| GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions | May 12, 2020 | Prediction | CodeCode Available | 1 | 5 |
| Co-MTP: A Cooperative Trajectory Prediction Framework with Multi-Temporal Fusion for Autonomous Driving | Feb 23, 2025 | Autonomous DrivingPrediction | CodeCode Available | 1 | 5 |
| Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction | Apr 25, 2022 | Autonomous VehiclesPrediction | CodeCode Available | 1 | 5 |
| Better & Faster Large Language Models via Multi-token Prediction | Apr 30, 2024 | HumanEvalmbpp | CodeCode Available | 1 | 5 |
| Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering | Feb 12, 2023 | Multi-hop Question AnsweringOpen-Ended Question Answering | CodeCode Available | 1 | 5 |
| Anytime Dense Prediction with Confidence Adaptivity | Apr 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Conditional Unscented Autoencoders for Trajectory Prediction | Oct 30, 2023 | PredictionTrajectory Prediction | CodeCode Available | 1 | 5 |
| Disentangling Uncertainty in Machine Translation Evaluation | Apr 13, 2022 | Machine TranslationPrediction | CodeCode Available | 1 | 5 |
| Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction | Jun 12, 2022 | Autonomous DrivingFuture prediction | CodeCode Available | 1 | 5 |
| Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees | Jan 15, 2024 | Conformal PredictionGaussian Processes | CodeCode Available | 1 | 5 |
| Learning Approximate Inference Networks for Structured Prediction | Mar 9, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Learning Enhanced Representations for Tabular Data via Neighborhood Propagation | Jun 14, 2022 | PredictionRetrieval | CodeCode Available | 1 | 5 |
| Learning Geo-Contextual Embeddings for Commuting Flow Prediction | May 4, 2020 | Graph AttentionGraph Embedding | CodeCode Available | 1 | 5 |
| Learning Graph Models for Retrosynthesis Prediction | Jun 12, 2020 | PredictionRetrosynthesis | CodeCode Available | 1 | 5 |
| Learning Group Activity Features Through Person Attribute Prediction | Mar 5, 2024 | AttributePrediction | CodeCode Available | 1 | 5 |
| Conformal Load Prediction with Transductive Graph Autoencoders | Jun 12, 2024 | Conformal PredictionGraph Neural Network | CodeCode Available | 1 | 5 |
| Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction | Feb 19, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction | Jul 20, 2022 | Pedestrian Trajectory PredictionPrediction | CodeCode Available | 1 | 5 |
| Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction | Feb 6, 2023 | Data AugmentationGraph Embedding | CodeCode Available | 1 | 5 |
| Beyond Image to Depth: Improving Depth Prediction using Echoes | Mar 15, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction | Jun 11, 2020 | graph constructionKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning | May 25, 2024 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| Improving Large Language Models in Event Relation Logical Prediction | Oct 13, 2023 | counterfactualEvent Relation Extraction | CodeCode Available | 1 | 5 |
| Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition | Feb 24, 2020 | 3D Human Pose EstimationAnatomy | CodeCode Available | 1 | 5 |
| Conformal prediction for multi-dimensional time series by ellipsoidal sets | Mar 6, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Conformal Prediction Under Feedback Covariate Shift for Biomolecular Design | Feb 8, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| LePaRD: A Large-Scale Dataset of Judges Citing Precedents | Nov 15, 2023 | Passage RetrievalPrediction | CodeCode Available | 1 | 5 |
| BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation | Jul 29, 2020 | Autonomous DrivingCollision Avoidance | CodeCode Available | 1 | 5 |
| Conformal Prediction for Zero-Shot Models | May 30, 2025 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Generative Temporal Difference Learning for Infinite-Horizon Prediction | Oct 27, 2020 | Generative Adversarial NetworkPrediction | CodeCode Available | 1 | 5 |
| Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer | Jun 11, 2019 | Graph ReconstructionPrediction | CodeCode Available | 1 | 5 |
