Tairen Piao

     


Contact:

ptrandpxq@gmail.com

About Me

I am currently a machine learning engineer at Xiaomi, and I work on building large-scale recommender systems using deep learning models. I got my master's degree at Seoul National University, advised by Prof. U Kang. During my master's period, I did research related to deep learning model compression.

Research Interests

  • Click-Through Rate Prediction
  • Model Compression
  • AutoML

Education

Seoul National University , Republic of Korea
M.S. in Computer Science and Engineering
Aug. 2019 - Aug. 2021

Harbin Engineering University , China
B.Eng. in Computer Science and Technology
Aug. 2015 - June. 2019

Experiences

Industrial

  • Xiaomi AI Lab • Oct. 2021 - Present
    Machine Learning Engineer

  • Data Mining Lab (SNU) • Aug. 2019 - Aug. 2021
    Research Assistant

Teaching Assistant

  • M1522.001400 Introduction to Data Mining (Spring 2020)
    Seoul National University
  • M1522.000900 Data Structure (Fall 2020)
    Seoul National University

Publication

SensiMix:Sensitivity-Aware 8-bit Index & 1-bit Value Mixed Precision Quantization for BERT Compression
PLOS ONE (2022) / Link
Tairen Piao, Ikhyun Cho, and U Kang