Yanan Sun

  • Research Professor (This is the same level as a full professor but is without teaching duty)
  • Department of Artificial Intelligence
    College of Computer Science
    Sichuan University, China
  • Basic Building B 422B
    Wangjiang Campus, Sichuan University
    No.24 South Section 1, Yihuan Road, Chengdu, China, 610065

News

  • I am looking for self-motivated Ph.D students to be enrolled in 2022, please drop me an email with your CV and a research plan releated to my research interest.
  • One of our work focusing on Constraint NAS is accepted by TNNLS.
  • One of our work focusing on improving efficiency of NAS is accepted by ICCV21.

Research Interest

My research interest focus on theory and applications of automated machine learning, including:

  • explainable/interpretable neural architecture search (NAS)
  • convergence analysis for evolutionary computation-based NAS
  • multi-/many-objective/ and constrained optimization for NAS
  • low-energy consumption NAS with high-inference speed
  • feature selection and construction
  • auto data augmentation