I am Staff Machine Learning Engineer at Meta, where I work on large-scale ads ranking research and engineering.

My research interests include Recommendation Systems, Deep Learning, Generative Modeling (Diffusion/LLMs), Reinforcement Learning and AI4Science.

Experience

• 2020 – present · Meta · Staff Machine Learning Engineer
• 2018 – 2020 · Zalando · Research Engineer
• 2016 – 2018 · Vpon · Staff Data Scientist
• 2015 – 2016 · KKBOX · Staff Data Scientist
• 2014 – 2015 · Academia Sinica · Postdoctoral Fellow
• 2006 – 2009 · Macronix · Principal Statistician

Education

• 2009 – 2014 · National Chiao Tung University · PhD, Statistics
  • PhD Dissertation Award, University System of Taiwan Statistics Conference 2014.

Publications

• C.-H. Huang, B. Li, C.-M. Chen, W. Wang, Y.-H. Chen (2016). Subdistribution Regression for Recurrent Events under Competing Risks: with Application to Shunt Thrombosis Study in Dialysis Patients. Statistics in Biosciences.
• B. Li (2014). Nonparametric Marginal Analysis of Recurrent Events Data under Competing Risks. PhD Dissertation, National Chiao Tung University.

Talks

• Marginal Inference on Recurrent Events under Competing Risks. ERCIM 2014, University of Pisa, Italy, Dec 2014.
• Nonparametric Marginal Analysis of Recurrent Events under Competing Risks. University System of Taiwan Statistics Conference 2014, NCTU, May 2014.