GSHOT: Few-shot Generative Modeling of Labeled GraphsLOG IN (LOG IN), 2023 |
Wavelet Conditional Renormalization GroupPhysical Review X (PRX), 2022 |
A Survey on Deep Graph Generation: Methods and ApplicationsLOG IN (LOG IN), 2022 |
Classification algorithms applied to structure formation simulationsAstronomy and Computing (A&C), 2021 |
The Earth Mover's Pinball Loss: Quantiles for Histogram-Valued
RegressionInternational Conference on Machine Learning (ICML), 2021 |
AI-assisted super-resolution cosmological simulations II: Halo
substructures, velocities and higher order statisticsMonthly notices of the Royal Astronomical Society (MNRAS), 2021 |
Emulation of cosmological mass maps with conditional generative
adversarial networksFrontiers in Artificial Intelligence (FAI), 2020 |