Peng Li (李鹏)
Ph.D. Student in Computer Science, Georgia Tech |

I am a third year Ph.D. Student in Computer Science at Georgia Tech. I am currently being adivised by Prof. Xu Chu. I finished my M.S. degree in Computer Science at Georgia Tech. Prior to joining Georgia Tech, I graduated with a M.S. degree in Civil Engineering from Stanford University and a B.Eng. degree in Civil Engineering from Tongji Unviersity.

My research interests include: Machine Learning, Data Management, Data Cleaning, Data Integration, Entity Resolution

Recent News:
  • Dec 2021: Our paper "A Model-Agnostic Approach for Learning with Noisy Labels of Arbitrary Distributions" got accepted to ICDE 2022!
  • Jun 2021: A demo paper, Panda got accepted to VLDB Demo 2021!
  • Dec 2020: A paper, AutoFJ got accepted to SIGMOD 2021!
  • Nov 2020: A paper, CPClean got accepted to VLDB 2021!
  • Oct 2020: A paper, CleanML got accepted to ICDE 2021!
  • Aug 2019: I started as a Phd student in Computer Science at Georgia Tech.


Georgia Institute of Technology

M.S. and Ph.D. in Computer Science
Advisor: Prof. Xu Chu
GPA: 4.0 / 4.0

Aug 2018 - Present
Stanford University

M.S. in Civil Engineering
GPA: 4.07 / 4.0

Sep 2016 - Jun 2018
Tongji University

B.Eng. in Civil Engineering
GPA: 4.86 / 5.0
Ranking: 1 / 559

Sep 2011 - Jul 2015


Research Assistant
Chu Data Lab at Georgia Institute of Technology
  • Lead the research on data cleaning for machine learning.
  • Conduct research on machine learning for data integration.
May 2019 - Present
Teaching Assistant
Georgia Institute of Technology
  • Work as a TA for Software Development Process.
  • Grade assignments and exams.
Aug 2021 - Present
Teaching Assistant
Georgia Institute of Technology
  • Worked as the head TA for Introduction to Database Systems.
  • Designed assignments, led discussion sections, graded assignments and exams.
Jan 2020 - May 2020




  • Second Prize in SIGMOD Programming Contest, 2021

  • Best Seismic Noise Detection Prize in Stanford Big Earth Hackathon Competition, 2018

  • Outstanding Undergraduate Graduation Project, Tongji University, 2015

  • China National Scholarship, 2013

  • First Prize Academic Scholarship, Tongji University, 2012, 2013

  • Third Prize in Shanghai College Students Math Contest, 2012