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 2010Show all

2 papers · 1 filter

cs.LG2010★ 5 cited

NESVM: a Fast Gradient Method for Support Vector Machines

Tianyi Zhou, Dacheng Tao, Xindong Wu

Support vector machines (SVMs) are invaluable tools for many practical applications in artificial intelligence, e.g., classification and event recognition. However, popular SVM sol…

cs.LG2010★ 195 cited

Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction

Tianyi Zhou, Dacheng Tao, Xindong Wu

It is difficult to find the optimal sparse solution of a manifold learning based dimensionality reduction algorithm. The lasso or the elastic net penalized manifold learning based…