Xingquan (Hill) Zhu

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Xindong Wu (吴信东)Hefei University of TechnologyVerified email at hfut.edu.cn
Chengqi ZhangChair Professor of Artificial IntelligenceVerified email at polyu.edu.hk
Shirui PanFull Professor, ARC Future Fellow, FQA, Director of TrustAGI Lab, Griffith UniversityVerified email at griffith.edu.au
Jia WuAssociate Professor, School of Computing, Macquarie University, Sydney, AustraliaVerified email at mq.edu.au
Peng ZhangProfessor, Guangzhou UniversityVerified email at gzhu.edu.cn
Ahmed ElmagarmidExecutive Director, Qatar Computing Research InstituteVerified email at qf.org.qa
A/Prof. Jie YinUniversity of SydneyVerified email at sydney.edu.au
Bin LiFudan UniversityVerified email at fudan.edu.cn
Daokun ZhangUniversity of Nottingham Ningbo ChinaVerified email at nottingham.edu.cn
Yong ShiProfessor, University of Chinese Academy of SciencesVerified email at ucas.ac.cn
Wei Ding, Fellow of IEEEProfessor of Computer Science, University of Massachusetts BostonVerified email at umb.edu
Yufei TangFlorida Atlantic UniversityVerified email at fau.edu
Xiangyang XueProfessor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn
Ying YangAustralian Taxation OfficeVerified email at ato.gov.au
Min ShiHarvard Medical SchoolVerified email at meei.harvard.edu
Man WuAssistant Professor, University of Science and Technology Beijing, ChinaVerified email at ustb.edu.cn
Meng FangUniversity of LiverpoolVerified email at liverpool.ac.uk
Guodong LongAssociate Professor, Faculty of Engineering and IT, University of Technology SydneyVerified email at uts.edu.au
Chuan ZhouAcademy of Mathematics and Systems Science, Chinese Academy of SciencesVerified email at amss.ac.cn
Ting Guo (Andy)Senior Research Fellow, Data Science Institute, University of Technology, SydneyVerified email at uts.edu.au

Xingquan (Hill) Zhu

IEEE Fellow, Dept. of Electrical Eng. and Comp. Science, Florida Atlantic University

Verified email at fau.edu - Homepage

Data Mining Data Analytics Machine Learning Multimedia Computing Bioinformatics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Data mining with big data X Wu, X Zhu, GQ Wu, W Ding Knowledge and Data Engineering, IEEE Transactions on 26 (1), 97-107, 2014	4158	2014
Class noise vs. attribute noise: A quantitative study X Zhu, X Wu Artificial Intelligence Review 22 (3), 177-210, 2004	1115	2004
Network representation learning: A survey D Zhang, J Yin, X Zhu, C Zhang IEEE Transactions on Big Data 6, 3-28, 2020	796	2020
Tri-party deep network representation S Pan, J Wu, X Zhu, C Zhang, Y Wang Network 11 (9), 12, 2016	530	2016
Dropout vs. batch normalization: an empirical study of their impact to deep learning C Garbin, X Zhu, O Marques Multimedia Tools and Applications, 1-39, 2020	500	2020
Mgae: Marginalized graph autoencoder for graph clustering C Wang, S Pan, G Long, X Zhu, J Jiang Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017	498	2017
Machine learning for android malware detection using permission and api calls N Peiravian, X Zhu Tools with Artificial Intelligence (ICTAI), 2013 IEEE 25th International …, 2013	492	2013
A survey on instance selection for active learning Y Fu, X Zhu, B Li Knowledge and information systems, 1-35, 2013	458	2013
Eliminating class noise in large datasets X Zhu, X Wu, Q Chen ICML 3, 920-927, 2003	366	2003
A unified framework for semantics and feature based relevance feedback in image retrieval systems Y Lu, C Hu, X Zhu, HJ Zhang, Q Yang Proceedings of the eighth ACM international conference on Multimedia, 31-37, 2000	351	2000
Online feature selection with streaming features X Wu, K Yu, W Ding, H Wang, X Zhu IEEE transactions on pattern analysis and machine intelligence 35 (5), 1178-1192, 2012	339	2012
Knowledge Discovery and Data Mining: Challenges and Realities X Zhu, I Davidson Igi Global, 2007	240	2007
Relevance maximizing, iteration minimizing, relevance-feedback, content-based image retrieval (CBIR) HJ Zhang, Z Su, X Zhu US Patent 7,111,002, 2006	237	2006
ClassView: hierarchical video shot classification, indexing, and accessing J Fan, AK Elmagarmid, X Zhu, WG Aref, L Wu IEEE Transactions on Multimedia 6 (1), 70-86, 2004	199	2004
Active learning from stream data using optimal weight classifier ensemble X Zhu, P Zhang, X Lin, Y Shi Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on 40 …, 2010	180	2010
Unsupervised Domain Adaptive Graph Convolutional Networks M Wu, S Pan, C Zhou, X Chang, X Zhu Proceedings of The Web Conference 2020, 1457-1467, 2020	177	2020
Video data mining: semantic indexing and event detection from the association perspective Z Xingquan, W Xindong, AK Elmagarmid IEEE Transactions on Knowledge and Data Engineering 17 (5), 665-677, 2005	177	2005
Hashing Techniques: A Survey and Taxonomy L Chi, X Zhu ACM Computing Surveys (CSUR) 50 (1), 11, 2017	176	2017
Combining proactive and reactive predictions for data streams Y Yang, X Wu, X Zhu Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005	166	2005
MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network Embedding D Zhang, J Yin, X Zhu, C Zhang Pacific-Asia Conference on Knowledge Discovery and Data Mining, 196-208, 2018	159	2018

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