Duen Horng Chau
Duen Horng Chau
Associate Professor of Computer Science, Georgia Institute of Technology
Geverifieerd e-mailadres voor gatech.edu - Homepage
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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
4792007
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
3692018
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
2662018
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
2162011
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
2122018
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
2032006
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
1972017
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
1972006
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
1942011
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
1932007
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
1602010
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
1572014
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
1392013
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
1292011
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
1262018
Gan lab: Understanding complex deep generative models using interactive visual experimentation
M Kahng, N Thorat, DH Chau, FB Viégas, M Wattenberg
IEEE transactions on visualization and computer graphics 25 (1), 310-320, 2018
1012018
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
992006
Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations
F Hohman, H Park, C Robinson, DHP Chau
IEEE transactions on visualization and computer graphics 26 (1), 1096-1106, 2019
962019
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
962008
Inferring file and website reputations by belief propagation leveraging machine reputation
DH Chau, A Wright
US Patent 8,341,745, 2012
892012
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Artikelen 1–20