Tianyi Zhou

Assistant Professor, University of Maryland, College Park

  • Joined October 2017

Names

Tianyi Zhou

Emails

****@uw.edu (Confirmed)
,
****@gmail.com (Confirmed)
,
****@umiacs.umd.edu (Confirmed)
,
****@umd.edu (Confirmed)

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
 

Advisors, Relations & Conflicts

PhD Advisor
20142022
 
PhD Advisor
20132017
 

Expertise

LLMs, multi-modal agent, personalization and controllability of generative AI
2022Present
 
multi-modality models, vision-language models, multi-objective optimization
2021Present
 
continual learning, interpretable AI, self-supervised learning
2018Present
 
reinforcement learning, federated learning, meta-learning
2017Present
 
curriculum learning, mixture-of-experts, NLP, attention mechanism
2016Present
 
submodular optimization, combinatorial optimization, spectral method
2013Present
 
dimension reduction, matrix factorization, sparse learning, compressed sensing, multi-label learning, multi-task learning
2009Present