Xin Hua Zhou

Joint eQTL mapping and Inference of Gene Regulatory Network Improves Power of Detecting both cis- and trans-eQTLs

This paper introduces SSEMQ, a method that jointly maps eQTLs and infers gene regulatory networks, improving detection power for both cis- and trans-eQTLs.

Predicting Gene Expression from DNA Sequence using Residual Neural Network

This study introduces ExpResNet, a deep residual network for predicting gene expression from DNA sequence, showing improved performance over existing models on GTEx data.

Inference of Differential Gene Regulatory Networks Based on Gene Expression and Genetic Perturbation Data

The paper introduces FSSEM, a method to jointly infer gene regulatory networks under two conditions and identify differential networks, showing improved accuracy over separate inference approaches.