Duen Horng (Polo) Chau

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Indice H	38	33
i10-index	80	72

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Coautori

Christos FaloutsosCMUEmail verificata su cs.cmu.edu
Minsuk KahngAssistant Professor, Oregon State UniversityEmail verificata su oregonstate.edu
Fred HohmanPhD candidate, Georgia TechEmail verificata su gatech.edu
Hanghang TongUniversity of Illinois at Urbana-ChampaignEmail verificata su illinois.edu
Robert PientaCenter for Advanced Machine Learning - SymantecEmail verificata su gatech.edu
U KangProfessor of Computer Science and Engineering, Seoul National UniversityEmail verificata su snu.ac.kr
Acar TamersoySenior Research Scientist at NortonLifeLock Research GroupEmail verificata su gatech.edu
Shang-Tse ChenAssistant Professor, National Taiwan UniversityEmail verificata su csie.ntu.edu.tw
Brad A. MyersProfessor of Human-Computer Interaction, Carnegie Mellon UniversityEmail verificata su cs.cmu.edu
Nilaksh DasGraduate Student, Georgia Institute of TechnologyEmail verificata su gatech.edu
Aniket KitturProfessor, Carnegie Mellon UniversityEmail verificata su cs.cmu.edu
Jason HongCarnegie Mellon UniversityEmail verificata su cs.cmu.edu
Leman AkogluAssociate Professor of Information Systems, Heinz College, Carnegie Mellon UniversityEmail verificata su andrew.cmu.edu
Jilles VreekenCISPA Helmholtz Center for Information Security; Professor, Saarland UniversityEmail verificata su cispa.saarland
Shamkant B NavatheProfessor of Computer Science, Georgia Institute of TechnologyEmail verificata su cc.gatech.edu
Tina Eliassi-RadProfessor of Computer Science, Northeastern UniversityEmail verificata su eliassi.org
Li ChenIntel; Johns Hopkins UniversityEmail verificata su intel.com
Michael KounavisIntelEmail verificata su intel.com
Bogdan CarbunarFlorida International UniversityEmail verificata su cs.fiu.edu
Kevin A. RoundyNortonLifeLock Research Group (NRG) - Previously known as Symantec Research LabsEmail verificata su nortonlifelock.com

Duen Horng (Polo) Chau

Professor of Computer Science, Georgia Institute of Technology

Email verificata su gatech.edu - Home page

AI Security Explainable AI Visual Analytics Adversarial Machine Learning Graph Visualization


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Netprobe: a fast and scalable system for fraud detection in online auction networks S Pandit, DH Chau, S Wang, C Faloutsos Proceedings of the 16th international conference on World Wide Web, 201-210, 2007	426	2007
Visual analytics in deep learning: An interrogative survey for the next frontiers F Hohman, M Kahng, R Pienta, DH Chau IEEE transactions on visualization and computer graphics 25 (8), 2674-2693, 2018	201	2018
Detecting fraudulent personalities in networks of online auctioneers DH Chau, S Pandit, C Faloutsos European Conference on Principles of Data Mining and Knowledge Discovery …, 2006	188	2006
Polonium: Tera-Scale Graph Mining and Inference for Malware Detection DH Chau, C Nachenberg, J Wilhelm, A Wright, C Faloutsos SIAM International Conference on Data Mining (SDM) 2011 25, 131-142, 2011	186	2011
ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models M Kahng, PY Andrews, A Kalro, DH Chau IEEE transactions on visualization and computer graphics 24 (1), 88-97, 2018	184	2018
A linguistic analysis of how people describe software problems AJ Ko, BA Myers, DH Chau Visual Languages and Human-Centric Computing (VL/HCC'06), 127-134, 2006	180	2006
Apolo: making sense of large network data by combining rich user interaction and machine learning DH Chau, A Kittur, JI Hong, C Faloutsos Proceedings of the SIGCHI conference on human factors in computing systems …, 2011	175	2011
Parallel crawling for online social networks DH Chau, S Pandit, S Wang, C Faloutsos Proceedings of the 16th international conference on World Wide Web, 1283-1284, 2007	171	2007
On the vulnerability of large graphs H Tong, BA Prakash, C Tsourakakis, T Eliassi-Rad, C Faloutsos, ... 2010 IEEE International Conference on Data Mining, 1091-1096, 2010	140	2010
Guilt by association: large scale malware detection by mining file-relation graphs A Tamersoy, K Roundy, DH Chau Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	128	2014
Keeping the bad guys out: Protecting and vaccinating deep learning with jpeg compression N Das, M Shanbhogue, ST Chen, F Hohman, L Chen, ME Kounavis, ... arXiv preprint arXiv:1705.02900, 2017	120	2017
Detecting insider threats in a real corporate database of computer usage activity TE Senator, HG Goldberg, A Memory, WT Young, B Rees, R Pierce, ... Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	116	2013
Unifying guilt-by-association approaches: Theorems and fast algorithms D Koutra, TY Ke, U Kang, DHP Chau, HKK Pao, C Faloutsos Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011	110	2011
Shapeshifter: Robust physical adversarial attack on faster r-cnn object detector ST Chen, C Cornelius, J Martin, DHP Chau Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018	97*	2018
Answering why and why not questions in user interfaces BA Myers, DA Weitzman, AJ Ko, DH Chau Proceedings of the SIGCHI conference on Human Factors in computing systems …, 2006	95	2006
What to do when search fails: finding information by association DH Chau, B Myers, A Faulring Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2008	89	2008
Huddle: automatically generating interfaces for systems of multiple connected appliances J Nichols, B Rothrock, DH Chau, BA Myers Proceedings of the 19th annual ACM symposium on User interface software and …, 2006	80	2006
Inferring file and website reputations by belief propagation leveraging machine reputation DH Chau, A Wright US Patent 8,341,745, 2012	76	2012
Mining large graphs: Algorithms, inference, and discoveries U Kang, DH Chau, C Faloutsos 2011 IEEE 27th International Conference on Data Engineering, 243-254, 2011	75	2011
Shield: Fast, practical defense and vaccination for deep learning using jpeg compression N Das, M Shanbhogue, ST Chen, F Hohman, S Li, L Chen, ME Kounavis, ... Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018	73	2018

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