researcher

Tianyi Zhou

University of Maryland

38 papers hereh-index 336k citations83 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

first author9
middle author27
last author1

Across the 37 of 38 papers where every author was matched, so the position is known.

fields

affiliations

University of Maryland
University of Washington
University of Technology, Sydney
Nanyang Technological University

Homepage

same name

Tianyi Zhou — 33 papers, h 11
Tianyi Zhou — 14 papers, h 16
Tianyi Zhou — 13 papers, h 11
Tianyi Zhou — 11 papers, h 9
Tianyi Zhou — 11 papers, h 10
Tianyi Zhou — 10 papers, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20102023

most citedMulti-Center Federated Learning: Clients Clustering for Better Personalization

300 citations · 1.5k across the 38 of their papers we have counts for

collaborators

Showing 2013Show all

1 paper · 1 filter

stat.ML2013★ 7 cited

Unmixing Incoherent Structures of Big Data by Randomized or Greedy Decomposition

Tianyi Zhou, Dacheng Tao

Learning big data by matrix decomposition always suffers from expensive computation, mixing of complicated structures and noise. In this paper, we study more adaptive models and ef…