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 2016Show all

2 papers · 1 filter

cs.LG2016★ 4 cited

Scaling Submodular Maximization via Pruned Submodularity Graphs

Tianyi Zhou, Hua Ouyang, Yi Chang +2

We propose a new random pruning method (called "submodular sparsification (SS)") to reduce the cost of submodular maximization. The pruning is applied via a "submodularity graph" o…

stat.ML2016

Stream Clipper: Scalable Submodular Maximization on Stream

Tianyi Zhou, Jeff Bilmes

We propose a streaming submodular maximization algorithm "stream clipper" that performs as well as the offline greedy algorithm on document/video summarization in practice. It adds…