Si Zheng

According to our database, Si Zheng authored at least 13 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Classification of Chronic Dizziness Using Large Language Models.

Xiaowei Xu, Ruixuan Jiang, Si Zheng, Min Wang, Yi Ju, Jiao Li

J. Heal. Informatics Res., March, 2025

Deep multiple instance learning on heterogeneous graph for drug-disease association prediction.

Yaowen Gu, Si Zheng, Bowen Zhang, Hongyu Kang, Rui Jiang, Jiao Li

Comput. Biol. Medicine, 2025

2024

Machine learning-enabled virtual screening indicates the anti-tuberculosis activity of aldoxorubicin and quarfloxin with verification by molecular docking, molecular dynamics simulations, and biological evaluations.

Si Zheng, Yaowen Gu, Yuzhen Gu, Yelin Zhao, Liang Li, Min Wang, Rui Jiang, Xia Yu, Ting Chen, Jiao Li

Briefings Bioinform., 2024

2023

MGREL: A multi-graph representation learning-based ensemble learning method for gene-disease association prediction.

Ziyang Wang, Yaowen Gu, Si Zheng, Lin Yang, Jiao Li

Comput. Biol. Medicine, March, 2023

2022

REDDA: Integrating multiple biological relations to heterogeneous graph neural network for drug-disease association prediction.

Yaowen Gu, Si Zheng, Qijin Yin, Rui Jiang, Jiao Li

Comput. Biol. Medicine, 2022

An efficient curriculum learning-based strategy for molecular graph learning.

Yaowen Gu, Si Zheng, Zidu Xu, Qijin Yin, Liang Li, Jiao Li

Briefings Bioinform., 2022

MilGNet: A Multi-instance Learning-based Heterogeneous Graph Network for Drug repositioning.

Yaowen Gu, Si Zheng, Bowen Zhang, Hongyu Kang, Jiao Li

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Developing a Siamese Network for UTIs Risk Prediction in Immobile Patients Undergoing Stroke.

Zidu Xu, Chen Zhu, Yaowen Gu, Si Zheng, Xiangyu Sun, Jing Cao, Xinjuan Wu, Jiao Li

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

CurrMG: A Curriculum Learning Approach for Graph Based Molecular Property Prediction.

Yaowen Gu, Si Zheng, Jiao Li

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2019

Identifying RNA Biomarkers for Oesophageal Squamous Cell Carcinoma.

Si Zheng, Jiagen Li, Li Hou, Jiao Li

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018

Building a Controlled Vocabulary for Standardizing Precision Medicine Terms.

Meng Wu, Yan Liu, Hongyu Kang, Si Zheng, Jiao Li, Li Hou

CoRR, 2018

2017

Identifying Scientific Project-generated Data Citation from Full-text Articles: An Investigation of TCGA Data Citation.

Jiao Li, Si Zheng, Hongyu Kang, Zhen Hou, Qing Qian

J. Data Inf. Sci., 2017

2016

A survey of current trends in computational drug repositioning.

Jiao Li, Si Zheng, Bin Chen, Atul J. Butte, S. Joshua Swamidass, Zhiyong Lu

Briefings Bioinform., 2016