Major depressive disorder (MDD) is a serious mental health condition that impacts individuals of all ages, including children ...

But current methods remain challenging. Dr. Amir Jahanian-Najafabadi from Constructor University has been conducting a series of studies exploring the use of advanced computational models applied on ...

Institute of Theoretical and Computational Chemistry, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China ...

However, EEG data have a complex nonEuclidean structure and are often scarce, making training effective graph neural network (GNN) models difficult. We propose a “pre-train, prompt” framework in graph ...

Division of Emerging Interdisciplinary Areas (EMIA), Academy of Interdisciplinary Studies, The Hong Kong University of Science and Technology, Hong Kong 999077, China ...

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.