Tianyi Zhou
Tianyi Zhou
University of Maryland, College Park
- Joined October 2017
Names
Emails
****@uw.edu (Confirmed)
, ****@gmail.com (Confirmed)
, ****@umiacs.umd.edu (Confirmed)
, ****@umd.edu (Confirmed)
Personal Links
Education & Career History
Assistant Professor
University of Maryland, College Park (umd.edu)
2022 – Present
Researcher
Google (google.com)
2021 – 2022
PhD student
University of Washington, Seattle (uw.edu)
2013 – 2022
Research Assistant
University of Technology Sydney (uts.edu.au)
2011 – 2013
Research Assistant
Nanyang Technological University (ntu.edu.sg)
2009 – 2011
Advisors, Relations & Conflicts
Expertise
LLMs, multi-modal agent, personalization and controllability of generative AI
2022 – Present
multi-modality models, vision-language models, multi-objective optimization
2021 – Present
continual learning, interpretable AI, self-supervised learning
2018 – Present
reinforcement learning, federated learning, meta-learning
2017 – Present
curriculum learning, mixture-of-experts, NLP, attention mechanism
2016 – Present
submodular optimization, combinatorial optimization, spectral method
2013 – Present
dimension reduction, matrix factorization, sparse learning, compressed sensing, multi-label learning, multi-task learning
2009 – Present