TOWARDS LABEL-EFFICIENT DEEP LEARNING ON GRAPH-STRUCTURED DATA

Ph.D

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Bibliographic Details
Main Author:	ZHOU KUANGQI
Other Authors:	ELECTRICAL & COMPUTER ENGINEERING
Format:	Theses and Dissertations
Language:	English
Published:	2022
Subjects:	deep learning, graph learning, semi-supervised learning, active learning, deep graph neural networks, molecular property prediction
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/235016
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-235016
record_format	dspace
spelling	sg-nus-scholar.10635-2350162022-11-30T18:00:46Z TOWARDS LABEL-EFFICIENT DEEP LEARNING ON GRAPH-STRUCTURED DATA ZHOU KUANGQI ELECTRICAL & COMPUTER ENGINEERING Xinchao Wang Kuen-Yew Bryan Hooi deep learning, graph learning, semi-supervised learning, active learning, deep graph neural networks, molecular property prediction Ph.D DOCTOR OF PHILOSOPHY (CDE-ENG) 2022-11-30T18:00:46Z 2022-11-30T18:00:46Z 2022-07-20 Thesis ZHOU KUANGQI (2022-07-20). TOWARDS LABEL-EFFICIENT DEEP LEARNING ON GRAPH-STRUCTURED DATA. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/235016 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	deep learning, graph learning, semi-supervised learning, active learning, deep graph neural networks, molecular property prediction
spellingShingle	deep learning, graph learning, semi-supervised learning, active learning, deep graph neural networks, molecular property prediction ZHOU KUANGQI TOWARDS LABEL-EFFICIENT DEEP LEARNING ON GRAPH-STRUCTURED DATA
description	Ph.D
author2	ELECTRICAL & COMPUTER ENGINEERING
author_facet	ELECTRICAL & COMPUTER ENGINEERING ZHOU KUANGQI
format	Theses and Dissertations
author	ZHOU KUANGQI
author_sort	ZHOU KUANGQI
title	TOWARDS LABEL-EFFICIENT DEEP LEARNING ON GRAPH-STRUCTURED DATA
title_short	TOWARDS LABEL-EFFICIENT DEEP LEARNING ON GRAPH-STRUCTURED DATA
title_full	TOWARDS LABEL-EFFICIENT DEEP LEARNING ON GRAPH-STRUCTURED DATA
title_fullStr	TOWARDS LABEL-EFFICIENT DEEP LEARNING ON GRAPH-STRUCTURED DATA
title_full_unstemmed	TOWARDS LABEL-EFFICIENT DEEP LEARNING ON GRAPH-STRUCTURED DATA
title_sort	towards label-efficient deep learning on graph-structured data
publishDate	2022
url	https://scholarbank.nus.edu.sg/handle/10635/235016
_version_	1751548469638594560

TOWARDS LABEL-EFFICIENT DEEP LEARNING ON GRAPH-STRUCTURED DATA

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