刘昱 • Yu Liu's Personal Page

About Me: Software engineer at Google, AdsAI. Previously ML Engineer at LinkedIn.

PhD in Computer Science at UC Irvine (2018), BSc in Biochemistry at Rice University (2012). 15+ years experience in programming and AI. 15+ papers, 1,000+ citations, H-index 15.

ML Expertise:

  • Ultra large scale (petaFlops++) model training and data processing.
  • Industry leading large models - theoretical development and implementation.
  • Auction, recommendation and ranking systems.
  • Loss engineering, transfer learning, and online learning.
  • Heterogeneous model architectures, cascading models and foundation models.
  • Industry scale user modeling with large transformer models.

Other Experience:

  • Applicative machine learning and statistics.
  • Bioinformatics and systems biology.
  • Python, C++ and java.
  • Open source ML systems.

I use this website to provide access to my info, contact and full papers.