Publications

Lastest Update: 1st Aug 2023 

Working Manuscript

• BioCON: A Contrastive Learning Framework for Integrating Multi-Omics Data in Pan-Cancer.
  Liyan Wang, Kai Song*
  I am going to submit the manuscript of this work as first author soon.
  

Paper

• Machine Learning Reveals Molecular Similarity and Fingerprints in Structural Aberrations of Somatic Cancer.
  Junxuan Zhu, Yifan Tong, Jinhan Zhang, Liyan Wang, Qien He, Kai Song*
  Symmetry
  2023.
  

• Progressively Helical Multi-Omics Data Fusion GCN and Its Application in Lung Adenocarcinoma.
  Junxuan Zhu, Jinhan Zhang, Liyan Wang, Hao Huang, Zhibo Zhang, Kai Song* and Xiaofei Zhang*
  IEEE Access
  2023.
  

• DNA methylation loci identification for pan-cancer early-stage diagnosis and prognosis using a new distributed parallel partial least squares method.
  Qien He, Junxuan Zhu, Liyan Wang, En-ci Ding and Kai Song*
  Frontiers in Genetics
  2022.
  

Undergraduate Thesis

• Exploring Preference-Based Analysis of Brewing Codons through Statistical Approaches.
  Liyan Wang (Advisor: Kai Song)
  This work was independently completed by me and was rated as an excellent graduation thesis of Tianjin University in 2021.