Shenghua Liu

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Cheng XueqiChinese Academy of SciencesDirección de correo verificada de ict.ac.cn
Bryan HooiNational University of SingaporeDirección de correo verificada de comp.nus.edu.sg
Christos FaloutsosCMUDirección de correo verificada de cs.cmu.edu
Wenjie FengInstitute of Data Science, National University of SingaporeDirección de correo verificada de nus.edu.sg
Fangtao LiGoogleDirección de correo verificada de mails.tsinghua.edu.cn
Chuan ShiBeijing University of Posts and TelecommunicationsDirección de correo verificada de bupt.edu.cn
Wenjian YuDept. Computer Science & Technology, Tsinghua UniversityDirección de correo verificada de tsinghua.edu.cn
Xiaohui Yan (晏小辉)Huawei Petal Search.Dirección de correo verificada de huawei.com
Jiafeng GuoProfessor, Institute of Computing Techonology, CASDirección de correo verificada de ict.ac.cn
Xiaolong Jin (靳小龙)Professor, Institute of Computing Technology, Chinese Academy of SciencesDirección de correo verificada de ict.ac.cn
Danai KoutraUniversity of Michigan, Ann ArborDirección de correo verificada de umich.edu
Kijung ShinAssociate Professor, KAISTDirección de correo verificada de kaist.ac.kr
Lei HeProfessor of Electric Engineering, University of California, Los AngelesDirección de correo verificada de ee.ucla.edu
Xiaotian (Max) HanCase Western Reserve UniversityDirección de correo verificada de case.edu
Asim SmailagicProfessor of Electrical and Computer Engineering, Carnegie Mellon UniversityDirección de correo verificada de cs.cmu.edu
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoDirección de correo verificada de cs.uic.edu
Binbin HuBUPT & Ant GroupDirección de correo verificada de antfin.com
Ming Zhang（张铭）Professor,Peking UniversityDirección de correo verificada de pku.edu.cn
Pedro CostaOcean Infinity and FEUPDirección de correo verificada de fe.up.pt
Yu Wang (汪玉)Department of Electronic Engineering, Tsinghua University, ChinaDirección de correo verificada de mail.tsinghua.edu.cn

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Shenghua Liu

Institute of Computing Technology, Chinese Academy of Sciences

Dirección de correo verificada de ict.ac.cn - Página principal

big graph mining time series mining anomaly detection robust learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Predict anchor links across social networks via an embedding approach. T Man, H Shen, S Liu, X Jin, X Cheng Ijcai 16, 1823-1829, 2016	339	2016
BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series. B Zhou, S Liu, B Hooi, X Cheng, J Ye IJCAI, 4433-4439, 2019	315	2019
TASC: Topic-adaptive Sentiment Classification on Dynamic Tweets S Liu, X Cheng, F Li, F Li IEEE Transactions on Knowledge and Data Engineering (TKDE) 27 (6), 1696-1709, 2014	233*	2014
Learning Topics in Short Texts by Non-negative Matrix Factorization on Term Correlation Matrix X Yan, J Guo, S Liu, X Cheng, Y Wang SIAM International Conference on Data Mining, 749-757, 2013	164	2013
Cascade Dynamics Modeling with Attention-based Recurrent Neural Network Y Wang, H Shen, S Liu, J Gao, X Cheng IJCAI, 2985-2991, 2017	129	2017
FlowScope: Spotting Money Laundering based on Graphs X Li, S Liu, Z Li, X Han, C Shi, B Hooi, H Huang, X Cheng AAAI Conference on Artificial Intelligence 34 (04), 4731-4738, 2020	122	2020
HoloScope: Topology-and-Spike Aware Fraud Detection S Liu, B Hooi, C Faloutsos Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017	112*	2017
Combating Emerging Financial Risks in the Big Data Era: A Perspective Review X Cheng, S Liu, X Sun, Z Wang, H Zhou, Y Shao, H Shen Fundamental Research 1 (5), 595-606, 2021	81	2021
SUIT: A Supervised User-Item based Topic model for Sentiment Analysis F Li, S Wang, S Liu, M Zhang AAAI Conference on Artificial Intelligence, 2014	77	2014
Time Series Anomaly Detection with Adversarial Reconstruction Networks S Liu, B Zhou, Q Ding, B Hooi, Z bo Zhang, H Shen, X Cheng IEEE Transactions on Knowledge and Data Engineering, 2022	74	2022
Clustering Short Text Using Ncut-weighted Non-negative Matrix Factorization X Yan, J Guo, S Liu, X Cheng, Y Wang ACM International Conference on Information and Knowledge Management (CIKM …, 2012	66	2012
Single-Pass PCA of Large High-Dimensional Data W Yu, Y Gu, J Li, S Liu, Y Li International Joint Conference on Artificial Intelligence (IJCAI), 3350-3356, 2017	54	2017
Learning User-specific Latent Influence and Susceptibility from Information Cascades Y Wang, H Shen, S Liu, X Cheng Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015	48	2015
Modeling and Predicting Retweeting Dynamics via a Mixture Process J Gao, H Shen, S Liu, X Cheng International Conference Companion on World Wide Web, 33-34, 2016	46	2016
NeuCast: Seasonal Neural Forecast of Power Grid Time Series. P Chen, S Liu, C Shi, B Hooi, B Wang, X Cheng IJCAI, 3315-3321, 2018	38	2018
MFPR: A personalized ranking recommendation with multiple feedback C Shi, J Liu, Y Zhang, B Hu, S Liu, PS Yu ACM Transactions on Social Computing 1 (2), 1-22, 2018	38*	2018
Co-training and Visualizing Sentiment Evolvement for Tweet Events S Liu, W Zhu, N Xu, F Li, X Cheng, Y Liu, Y Wang International Conference Companion on World Wide Web, 105-106, 2013	38	2013
MonLAD: Money laundering agents detection in transaction streams X Sun, W Feng, S Liu, Y Xie, S Bhatia, B Hooi, W Wang, X Cheng Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022	28	2022
BeatLex: Summarizing and Forecasting Time Series with Patterns B Hooi, S Liu, A Smailagic, C Faloutsos Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017	27	2017
EyeQual: Accurate, Explainable, Retinal Image Quality Assessment P Costa, A Campilho, B Hooi, A Smailagic, K Kitani, S Liu, C Faloutsos, ... IEEE International Conference on Machine Learning and Applications (ICMLA …, 2017	26	2017

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