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| Boosted Conformal Prediction Intervals | Jun 11, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation | Mar 3, 2023 | Prediction | CodeCode Available | 1 |
| GIN: Graph-based Interaction-aware Constraint Policy Optimization for Autonomous Driving | Jun 3, 2022 | Autonomous Drivingmotion prediction | CodeCode Available | 1 |
| Global Concept Explanations for Graphs by Contrastive Learning | Apr 25, 2024 | Contrastive LearningFairness | CodeCode Available | 1 |
| GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions | May 12, 2020 | Prediction | CodeCode Available | 1 |
| Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction | Jun 12, 2022 | Autonomous DrivingFuture prediction | CodeCode Available | 1 |
| Graph Neural Network Based Coarse-Grained Mapping Prediction | Jun 24, 2020 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| Graph neural network-based surrogate modelling for real-time hydraulic prediction of urban drainage networks | Apr 16, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| ADMET property prediction through combinations of molecular fingerprints | Sep 29, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
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| Bootstrapped Masked Autoencoders for Vision BERT Pretraining | Jul 14, 2022 | DecoderObject Detection | CodeCode Available | 1 |
| GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning | Apr 19, 2022 | PredictionRelational Reasoning | CodeCode Available | 1 |
| Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation | Feb 4, 2025 | Combinatorial OptimizationMulti-Task Learning | CodeCode Available | 1 |
| Heterogenous Ensemble of Models for Molecular Property Prediction | Nov 20, 2022 | Molecular Property PredictionPrediction | CodeCode Available | 1 |
| Enzyme promiscuity prediction using hierarchy-informed multi-label classification | Feb 18, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Hierarchical Entity Typing via Multi-level Learning to Rank | Apr 5, 2020 | DecoderEntity Typing | CodeCode Available | 1 |
| Can Large Language Models Understand Molecules? | Jan 5, 2024 | Drug DiscoveryLanguage Modelling | CodeCode Available | 1 |
| BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis | Jul 11, 2021 | Disease PredictionGraph Neural Network | CodeCode Available | 1 |
| Collaborative Motion Prediction via Neural Motion Message Passing | Mar 14, 2020 | Autonomous Vehiclesmotion prediction | CodeCode Available | 1 |
| High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion | Jul 17, 2024 | DecoderImage Compression | CodeCode Available | 1 |
| CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks | Feb 5, 2021 | counterfactualPrediction | CodeCode Available | 1 |
| Combating Bilateral Edge Noise for Robust Link Prediction | Nov 2, 2023 | DenoisingLink Prediction | CodeCode Available | 1 |
| Comparing Correspondences: Video Prediction with Correspondence-wise Losses | Apr 19, 2021 | Optical Flow EstimationPrediction | CodeCode Available | 1 |
