Search Results for author: Jiaqing Xie

Found 3 papers, 2 papers with code

CADA-GAN: Context-Aware GAN with Data Augmentation

no code implementations21 Jan 2023 Sofie Daniels, Jiugeng Sun, Jiaqing Xie

Current child face generators are restricted by the limited size of the available datasets.

Data Augmentation feature selection

Fea2Fea: Exploring Structural Feature Correlations via Graph Neural Networks

1 code implementation24 Jun 2021 Jiaqing Xie, Rex Ying

In this paper, we introuduce graph feature to feature (Fea2Fea) prediction pipelines in a low dimensional space to explore some preliminary results on structural feature correlation, which is based on graph neural network.

Feature Correlation Graph Classification +2

Variational Autoencoder for Anti-Cancer Drug Response Prediction

3 code implementations22 Aug 2020 Hongyuan Dong, Jiaqing Xie, Zhi Jing, Dexin Ren

Additionally, we show that our model can generates effective drug compounds not previously used for specific cancer cell lines.

Drug Response Prediction

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