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GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism Conference Paper May, 2025
Multi-level Monte Carlo methods in chemical applications with Lennard-Jones potentials and other landscapes with isolated singularities Journal April, 2025
Low responsiveness of machine learning models to critical or deteriorating health conditions... Journal March, 2025
Scalable training of trustworthy and energy-efficient predictive graph foundation models for atomistic materials modeling: a case study with HydraGNN Journal March, 2025
Enhancing Smart Home Privacy: A Tutorial on Local Differential Privacy Techniques for Frequency and Mean Estimation... Journal March, 2025