Graph Neural Networks_ Foundations, Frontiers, and Applications_Lingfei Wu, Peng Cui, Jian Pei, Liang Zhao.pdf

Graph Neural Networks Foundations, Frontiers, and Applications Lingfei Wu · Peng Cui Jian Pei · Liang Zhao Eds. Graph Neural Networks: Foundations, Frontiers, and Applications 123 Lingfei Wu • Peng Cui • Jian Pei • Liang Zhao Editors Graph Neural Networks: Foundations, Frontiers, and Applications Editors Lingfei Wu JD Silicon Valley Research Center Mountain View, CA, USA Peng Cui Tsinghua University Beijing, China Jian Pei Simon Fraser University Burnaby, Canada Liang Zhao Emory University Atlanta, USA ISBN 978-981-16-6053-5 ISBN 978-981-16-6054-2 (eBook) https://doi.org/10.1007/978-981-16-6054-2 © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022 This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors, and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional aff