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Papers

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Showing 5151–5200 of 8759 papers

TitleStatusHype
Drug-Target Interaction Prediction with Graph Attention networksCode1
Improving Inductive Link Prediction Using Hyper-Relational FactsCode1
PatentMiner: Patent Vacancy Mining via Context-enhanced and Knowledge-guided Graph Attention—0
Probabilistic Trajectory Prediction with Structural Constraints—0
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction—0
Group-Node Attention for Community Evolution Prediction—0
Physics-informed generative neural network: an application to troposphere temperature prediction—0
Robust Counterfactual Explanations on Graph Neural Networks—0
Predicting Disease Progress with Imprecise Lab Test Results—0
Network and Sequence-Based Prediction of Protein-Protein Interactions—0
Causal affect prediction model using a facial image sequenceCode0
Uncertainty-aware Human Motion Prediction—0
DER Forecast using Privacy Preserving Federated Learning—0
MD-split+: Practical Local Conformal Inference in High Dimensions—0
Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market OpportunitiesCode1
MedGPT: Medical Concept Prediction from Clinical Narratives—0
Learning an Explicit Hyperparameter Prediction Function Conditioned on TasksCode0
UACANet: Uncertainty Augmented Context Attention for Polyp SegmentationCode1
Low-Rank Temporal Attention-Augmented Bilinear Network for financial time-series forecasting—0
Newton-series-based observer-predictor control for disturbed input-delayed discrete-time systems—0
Energy Management Strategy for Unmanned Tracked Vehicles Based on Local Speed Planning—0
A System for Traded Control Teleoperation of Manipulation Tasks using Intent Prediction from Hand Gestures—0
Adversarial Robustness of Probabilistic Network Embedding for Link Prediction—0
DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction ModelsCode0
Trans4E: Link Prediction on Scholarly Knowledge Graphs—0
Spatiotemporal information conversion machine for time-series predictionCode1
Development of a Conversation State Prediction System—0
Backward-Compatible Prediction Updates: A Probabilistic Approach—0
Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network—0
MSN: Multi-Style Network for Trajectory PredictionCode0
A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments—0
Trees with Attention for Set Prediction TasksCode1
Bi-Level Poisoning Attack Model and Countermeasure for Appliance Consumption Data of Smart Homes—0
Molecular distance matrix prediction based on graph convolutional networks—0
Multi-modal Graph Learning for Disease Prediction—0
Valid prediction intervals for regression problemsCode1
Improving Human Motion Prediction Through Continual Learning—0
Edge Proposal Sets for Link PredictionCode1
Exploring Context Generalizability in Citywide Crowd Mobility Prediction: An Analytic Framework and BenchmarkCode0
AutoLAW: Augmented Legal Reasoning through Legal Precedent Prediction—0
Dual Aspect Self-Attention based on Transformer for Remaining Useful Life PredictionCode1
Decomposing the Prediction Problem; Autonomous Navigation by neoRL Agents—0
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement—0
Convolutional Hypercomplex Embeddings for Link PredictionCode0
On Graph Neural Network Ensembles for Large-Scale Molecular Property PredictionCode0
Knowledge Transfer by Discriminative Pre-training for Academic Performance Prediction—0
Multimodal Trajectory Prediction Conditioned on Lane-Graph TraversalsCode1
Improving Prediction of Low-Prior Clinical Events with Simultaneous General Patient-State Representation Learning—0
Fractal Pyramid Networks—0
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods—0
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All datasetsQM9Synthetic

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RELATIONFORMEREdit Distance9.15—Unverified
2ANY2GRAPHEdit Distance3.44—Unverified
3FGWBARY-ILE + FDEdit Distance2.84—Unverified
4ANY2GRAPH + FDEdit Distance2.13—Unverified
#ModelMetricClaimedVerifiedStatus
1CW-CNNRMSE1.15—Unverified
2CW-ATRMSE0.03—Unverified