no code implementations • 21 Mar 2024 • Li Xie, Liangyan Li, Jun Chen, Zhongshan Zhang
The distortion-rate function of output-constrained lossy source coding with limited common randomness is analyzed for the special case of squared error distortion measure.
no code implementations • 24 Jul 2023 • Shuo Zhang, Yang Liu, Li Xie, Lei Xie
To combine the DNP descriptor and chemical features in molecules, we construct the Robust Molecular Graph Convolutional Network (RoM-GCN) which is capable to take both node and edge features into consideration when generating molecule representations.
no code implementations • 23 Nov 2021 • Tian Cai, Li Xie, Muge Chen, Yang Liu, Di He, Shuo Zhang, Cameron Mura, Philip E. Bourne, Lei Xie
Advances in biomedicine are largely fueled by exploring uncharted territories of human biology.
no code implementations • 11 Apr 2018 • Qingguo Xiao, Guangyao Li, Li Xie, Qiaochuan Chen
We propose a novel framework and an effective data augmentation method for deep learning in this paper.