IEEE

GDDA: Semantic OOD Detection on Graphs under Covariate Shift via Score-Based Diffusion Models

Abstract: Out-of-distribution (OOD) detection poses a signifi-cant challenge for Graph Neural Networks (GNNs), particularly in open-world scenarios with varying distribution shifts. Most existing OOD ...
IEEE

Learning quantum graph states with product measurements

Abstract: We consider the problem of learning N identical copies of an unknown n-qubit quantum graph state with product measurements. These graph states have corresponding graphs where every vertex ...
C&EN

Development of Coarse-Grained Lipid Force Fields Based on a Graph Neural Network

Department of Materials Science and Engineering, City University of Hong Kong, Kowloon 999077, Hong Kong China Department of Physics, City University of Hong Kong, Kowloon 999077, Hong Kong China ...
Billboard

Snow tha Product

Send us a tip using our anonymous form. A daily briefing on what matters in the music industry Send us a tip using our anonymous form. Billboard is a part of Penske ...