Granger Causality using Neural Networks. - Samuel Horváth; Malik Shahid Sultan; Hernando Ombao (CoRR, 2022)

Stylized Projected GAN: A Novel Architecture for Fast and Realistic Image Generation. - Md Nurul Muttakin; Malik Shahid Sultan; Robert Hoehndorf; Hernando Ombao (CoRR, 2023)

Classification of High-dimensional Time Series in Spectral Domain using Explainable Features. - Sarbojit Roy; Malik Shahid Sultan; Hernando Ombao (CoRR, 2024)

Classification of High-dimensional Time Series in Spectral Domain Using Explainable Features with Applications to Neuroimaging Data. - Sarbojit Roy; Malik Shahid Sultan; Tania Reyes Vallejo; Leena Ali Ibrahim; Hernando Ombao (AISTATS, 2025)

On the ability of Deep Neural Networks to Learn Granger Causality in Multi-Variate Time Series Data. - Malik Shahid Sultan; Hernando Ombao (CoRR, 2025)