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Papers

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Showing 501–550 of 8760 papers

TitleStatusHype
Towards Data-Efficient Pretraining for Atomic Property PredictionCode0
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona ModelingCode1
Collaborative Deterministic-Probabilistic Forecasting for Real-World Spatiotemporal Systems—0
Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction—0
Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models—0
A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction—0
Automatic Evaluation Metrics for Artificially Generated Scientific Research—0
SmartEdge: Smart Healthcare End-to-End Integrated Edge and Cloud Computing System for Diabetes Prediction Enabled by Ensemble Machine Learning—0
ManiTrend: Bridging Future Generation and Action Prediction with 3D Flow for Robotic Manipulation—0
Port-LLM: A Port Prediction Method for Fluid Antenna based on Large Language Models—0
Chronic Diseases Prediction Using ML—0
On multi-token prediction for efficient LLM inference—0
Graph Diffusion Network for Drug-Gene PredictionCode0
Relational Conformal Prediction for Correlated Time Series—0
Transformer-Enhanced Variational Autoencoder for Crystal Structure Prediction—0
Trend-encoded Probabilistic Multi-order Model: A Non-Machine Learning Approach for Enhanced Stock Market Forecasts—0
Poly-Autoregressive Prediction for Modeling Interactions—0
Continuous Cardiac Arrest Prediction in ICU using PPG Foundation Model—0
LLM Pretraining with Continuous Concepts—0
Auction Design using Value Prediction with Hallucinations—0
Sample Weight Averaging for Stable Prediction—0
Crime Forecasting: A Spatio-temporal Analysis with Deep Learning Models—0
Uniform Kernel ProberCode0
Making Language Models Robust Against Negation—0
TCProF: Time-Complexity Prediction SSL FrameworkCode0
Epistemic Uncertainty in Conformal Scores: A Unified ApproachCode0
Conformal Prediction Regions are Imprecise Highest Density Regions—0
Generative Distribution Prediction: A Unified Approach to Multimodal Learning—0
HyGEN: Regularizing Negative Hyperedge Generation for Accurate Hyperedge Prediction—0
LLMs for Drug-Drug Interaction Prediction: A Comprehensive Comparison—0
Rethinking Link Prediction for Directed GraphsCode0
Flow-based Conformal Prediction for Multi-dimensional Time Series—0
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction—0
Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language ModelsCode0
Self-supervised Conformal Prediction for Uncertainty Quantification in Imaging Problems—0
G2PDiffusion: Genotype-to-Phenotype Prediction with Diffusion Models—0
Conformal Prediction for Electricity Price Forecasting in the Day-Ahead and Real-Time Balancing Market—0
CAST: Cross Attention based multimodal fusion of Structure and Text for materials property prediction—0
Prediction-Powered E-Values—0
Multivariate Conformal Prediction using Optimal Transport—0
OrderFusion: Encoding Orderbook for End-to-End Probabilistic Intraday Electricity Price Prediction—0
Parametric Scaling Law of Tuning Bias in Conformal PredictionCode0
Conditional Prediction by Simulation for Automated Driving—0
Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization—0
OpenSTARLab: Open Approach for Spatio-Temporal Agent Data Analysis in SoccerCode0
Machine Learning-Driven Student Performance Prediction for Enhancing Tiered Instruction—0
ReGNet: Reciprocal Space-Aware Long-Range Modeling for Crystalline Property Prediction—0
Reasoning Bias of Next Token Prediction Training—0
Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents—0
Rethinking Timesteps Samplers and Prediction Types—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