Mingda Qiao

Assistant Professor, Manning College of Information and Computer Sciences, University of Massachusetts Amherst
Joined
November 2017

Names

Mingda Qiao

Emails

****@mails.tsinghua.edu.cn (Confirmed)
, 
****@stanford.edu (Confirmed)
, 
****@gmail.com (Confirmed)
, 
****@gmail.com (Confirmed)
, 
****@berkeley.edu (Confirmed)
, 
****@umass.edu (Confirmed)
, 
****@csail.mit.edu (Confirmed)
, 
****@mit.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor
Manning College of Information and Computer Sciences, University of Massachusetts Amherst (umass.edu)
2025 – Present
Postdoc
Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology (mit.edu)
2024 – 2025
Postdoc
Simons Institute, University of California, Berkeley (berkeley.edu)
2023 – 2024
PhD student
Computer Science Department, Stanford University (stanford.edu)
2018 – 2023
Undergrad student
Institute for Interdisciplinary Information Sciences, Tsinghua University (tsinghua.edu.cn)
2014 – 2018

Advisors, Relations & Conflicts

PhD Advisee
Helia Karisani
2025 – Present
PhD Advisee
Kerui Wu
2025 – Present
Postdoc Advisor
Ronitt Rubinfeld
2024 – 2025
Postdoc Advisor
Nika Haghtalab
2023 – 2024
PhD Advisor
Gregory Valiant
2018 – 2023

Expertise

Online Algorithm
2022 – Present
Mixture Model
2021 – Present
Calibration
2020 – Present
Decision Tree
2020 – Present
Online Learning
2018 – Present
Collaborative Federated Learning
2017 – Present
Multi-Armed Bandit
2016 – Present

Publications

View all 28 publications

Co-Authors