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Shengxian Zhao

dblp:352/3342 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2024
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Theoretical computer science
1 paper
Mathematical optimization · 100%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Mathematical optimization
combinatorial optimization
0.812024
Box Facets and Cut Facets of Lifted Multicut Polytopes · ICML 2024
Mathematical optimization › combinatorial optimization
polyhedral combinatorics
0.812024
Box Facets and Cut Facets of Lifted Multicut Polytopes · ICML 2024

Methods — techniques the papers use, named apart from their topics

linear programming · 0.8NP-hardness proof · 0.8
YearPublicationVenuePosition
2024 Box Facets and Cut Facets of Lifted Multicut Polytopes
abstract
The lifted multicut problem has diverse applications in the field of computer vision. Exact algorithms based on linear programming require an understanding of lifted multicut polytopes. Despite recent progress, two fundamental questions about these polytopes have remained open: Which lower box inequalities define facets, and which cut inequalities define facets? In this article, we answer the first question by establishing conditions that are necessary, sufficient and efficiently decidable. Toward the second question, we show that deciding facet-definingness of cut inequalities is NP-hard. This completes the analysis of canonical facets of lifted multicut polytopes.
Lucas Fabian Naumann, Jannik Irmai, Shengxian Zhao, Bjoern Andres
ICML3