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 2011Show all

3 papers · 1 filter

stat.ML2011★ 2 cited

Bilateral Random Projections

Tianyi Zhou, Dacheng Tao

Low-rank structure have been profoundly studied in data mining and machine learning. In this paper, we show a dense matrix $X$ 's low-rank approximation can be rapidly built from it…

cs.IT2011★ 4 cited

Hamming Compressed Sensing

Tianyi Zhou, Dacheng Tao

Compressed sensing (CS) and 1-bit CS cannot directly recover quantized signals and require time consuming recovery. In this paper, we introduce \textit{Hamming compressed sensing}…

cs.LG2011★ 2 cited

Multi-label Learning via Structured Decomposition and Group Sparsity

Tianyi Zhou, Dacheng Tao

In multi-label learning, each sample is associated with several labels. Existing works indicate that exploring correlations between labels improve the prediction performance. Howev…