Tianyi Zhou

University of Maryland, College Park

Names

Tianyi Zhou

Emails

****@uw.edu
,
****@gmail.com
,
****@umiacs.umd.edu
,
****@umd.edu

Education & Career History

Assistant Professor
University of Maryland, College Park (umd.edu)
2022Present
 
Researcher
Google (google.com)
20212022
 
PhD student
University of Washington, Seattle (uw.edu)
20132022
 
Research Assistant
University of Technology Sydney (uts.edu.au)
20112013
 
Research Assistant
Nanyang Technological University (ntu.edu.sg)
20092011
 
Undergrad student
Beijing Institute of Technology (bit.edu.cn)
20042008
 

Advisors, Relations & Conflicts

PhD Advisor
20142022
 
PhD Advisor
20132017
 

Expertise

deep learning, ensemble method, machine teaching, interpretable machine learning, generalization of neural networks, attention mechanism, NLP
2014Present
 
submodular optimization, combinatorial optimization, spectral method
2013Present
 
curriculum learning, submodular optimization, meta-learning, attention
2013Present
 
matrix factorization, sparse learning, compressed sensing, multi-label learning
2009Present
 
Machine Learning
2009Present