Zhengzhang Chen

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Citations	3665	3054
h-index	31	28
i10-index	68	60

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Haifeng ChenNEC Laboratories America, Inc.Verified email at chacuo.net
Lu-An TangSenior Researcher, NEC Laboratories AmericaVerified email at nec-labs.com
Wei ChengSenior Research Staff Member, NEC Laboratories America (Ph.D, UNC-Chapel Hill)Verified email at nec-labs.com
Alok ChoudharyProfessor Northwestern UniversityVerified email at eecs.northwestern.edu
Ankit AgrawalResearch Professor, Northwestern UniversityVerified email at eecs.northwestern.edu
Jingchao NiUniversity of Houston; Amazon Web Services; NEC Labs (Ph.D., Penn State)Verified email at uh.edu
Ding LiPeking UniversityVerified email at pku.edu.cn
Nagiza SamatovaNorth Carolina State UniversityVerified email at csc.ncsu.edu
kangkook JeeAssistant professor, University of Texas at DallasVerified email at utdallas.edu
Junghwan "John" RheeAssociate Professor, University of Central OklahomaVerified email at uco.edu
Kai ZhangEast China Normal UniversityVerified email at cs.ecnu.edu.cn
Yusheng Yves XieBaidu ResearchVerified email at baidu.com
Yu ChengThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Bo ZongSalesforce.comVerified email at salesforce.com
Jiaping GuiAssistant Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Rosanne LiuML Collective; Google DeepMindVerified email at mlcollective.org
Liang TongSenior Researcher, Stellar Cyber, Inc.Verified email at stellarcyber.ai
Yanchi LiuSenior Researcher, NEC Labs AmericaVerified email at rutgers.edu
Wei-keng LiaoNorthwestern UniversityVerified email at eecs.northwestern.edu
Wajih Ul HassanAssistant Professor, University of VirginiaVerified email at virginia.edu

Zhengzhang Chen

Other namesZhengzhang (Zach) Chen

Senior Researcher, NEC Laboratories America

Verified email at nec-labs.com - Homepage

Machine Learning Graph Mining Causal AI Anomaly Detection AI Security


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A predictive machine learning approach for microstructure optimization and materials design R Liu, A Kumar, Z Chen, A Agrawal, V Sundararaghavan, A Choudhary Scientific reports 5 (1), 11551, 2015	386	2015
Nodoze: Combatting threat alert fatigue with automated provenance triage WU Hassan, S Guo, D Li, Z Chen, K Jee, Z Li, A Bates network and distributed systems security symposium, 2019	318	2019
You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis. Q Wang, WU Hassan, D Li, K Jee, X Yu, K Zou, J Rhee, Z Chen, W Cheng, ... NDSS, 2020	209	2020
Community-based anomaly detection in evolutionary networks Z Chen, W Hendrix, NF Samatova Journal of Intelligent Information Systems 39 (1), 59-85, 2012	147	2012
Domain specialization as the key to make large language models disruptive: A comprehensive survey C Ling, X Zhao, J Lu, C Deng, C Zheng, J Wang, T Chowdhury, Y Li, ... arXiv preprint arXiv:2305.18703, 2023	128*	2023
Entity embedding-based anomaly detection for heterogeneous categorical events T Chen, LA Tang, Y Sun, Z Chen, K Zhang arXiv preprint arXiv:1608.07502, 2016	124	2016
Structural temporal graph neural networks for anomaly detection in dynamic graphs L Cai, Z Chen, C Luo, J Gui, J Ni, D Li, H Chen Proceedings of the 30th ACM International Conference on Information …, 2021	115	2021
Data compression for the exascale computing era-survey SW Son, Z Chen, W Hendrix, A Agrawal, W Liao, A Choudhary Supercomputing frontiers and innovations 1 (2), 76-88, 2014	111	2014
Heterogeneous graph matching networks S Wang, Z Chen, X Yu, D Li, J Ni, LA Tang, J Gui, Z Li, H Chen, PS Yu arXiv preprint arXiv:1910.08074, 2019	86	2019
Graph-based fusing of heterogeneous alerts K Yoshihira, LI Zhichun, Z Chen, H Chen, G Jiang, LA Tang US Patent 10,476,749, 2019	81	2019
Convolutional transformer based dual discriminator generative adversarial networks for video anomaly detection X Feng, D Song, Y Chen, Z Chen, J Ni, H Chen Proceedings of the 29th ACM International Conference on Multimedia, 5546-5554, 2021	80	2021
NUMARCK: machine learning algorithm for resiliency and checkpointing Z Chen, SW Son, W Hendrix, A Agrawal, W Liao, A Choudhary SC'14: Proceedings of the International Conference for High Performance …, 2014	80	2014
Ranking causal anomalies via temporal and dynamical analysis on vanishing correlations W Cheng, K Zhang, H Chen, G Jiang, Z Chen, W Wang Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016	75	2016
A scalable hierarchical clustering algorithm using spark C Jin, R Liu, Z Chen, W Hendrix, A Agrawal, A Choudhary 2015 IEEE First International Conference on Big Data Computing Service and …, 2015	73	2015
Practical graph mining with R NF Samatova, W Hendrix, J Jenkins, K Padmanabhan, A Chakraborty CRC Press, 2013	72	2013
Multi-scale one-class recurrent neural networks for discrete event sequence anomaly detection Z Wang, Z Chen, J Ni, H Liu, H Chen, J Tang Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021	70	2021
Detecting and tracking community dynamics in evolutionary networks Z Chen, KA Wilson, Y Jin, W Hendrix, NF Samatova 2010 IEEE International Conference on Data Mining Workshops, 318-327, 2010	65	2010
Asymmetrical hierarchical networks with attentive interactions for interpretable review-based recommendation X Dong, J Ni, W Cheng, Z Chen, B Zong, D Song, Y Liu, H Chen, ... Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7667-7674, 2020	61	2020
Energy range of electron rolling pin distribution behind dipolarization front MJ Zhao, HS Fu, CM Liu, ZZ Chen, Y Xu, BL Giles, JL Burch Geophysical Research Letters 46 (5), 2390-2398, 2019	56	2019
MuSES: Multilingual sentiment elicitation system for social media data Y Xie, Z Chen, K Zhang, Y Cheng, DK Honbo, A Agrawal, AN Choudhary IEEE Intelligent Systems 29 (4), 34-42, 2013	50	2013

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