Liyan Song (Preferred)
Liyan Song
Associate Professor, Huaihai Institute of Technology
- Joined April 2023
Names
Emails
****@sustech.edu.cn (Confirmed)
, ****@gmail.com (Confirmed)
, ****@hit.edu.cn (Confirmed)
Personal Links
Career & Education History
Associate Professor
Huaihai Institute of Technology (hhit.edu.cn)
2023 – 2025
Researcher
Computer Science and Engineering, Southern University of Science and Technology (sustech.edu.cn)
2019 – 2023
Postdoc
school of computer science, University of Birmingham (bham.ac.uk)
2019 – 2019
PhD student
School of Computer Science, University of Birmingham (bham.ac.uk)
2012 – 2018
MS student
Harbin Institute of Technology (hit.edu.cn)
2009 – 2011
Undergrad student
Harbin Institute of Technology (hit.edu.cn)
2005 – 2009
Advisors, Relations & Conflicts
PhD Advisor
Xin Yao
2012 – 2018
Expertise
deep learning, out-of-distribution
2020 – Present
software defect prediction, data stream learning, class imbalance learning, label delay, verification latency, label noise
2019 – Present
independent component analysis
2016 – Present
software effort estimation, small data problem, label noise, regression problem, synthetic data generation
2012 – Present