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Polo Chau
Polo Chau
Other namesDuen Horng Chau, Duen Horng "Polo" Chau
Associate Professor, Georgia Institute of Technology
Verified email at gatech.edu - Homepage
Title
Cited by
Cited by
Year
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
5032007
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
4782018
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
3302018
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
2952018
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
2752017
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
2332011
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
2162011
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
2112006
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
2002006
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
1952007
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
1762014
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
1692010
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
1682018
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
1592013
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
1562019
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
1472011
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
1192018
FairVis: Visual analytics for discovering intersectional bias in machine learning
ÁA Cabrera, W Epperson, F Hohman, M Kahng, J Morgenstern, DH Chau
2019 IEEE Conference on Visual Analytics Science and Technology (VAST), 46-56, 2019
1052019
Inferring file and website reputations by belief propagation leveraging machine reputation
DH Chau, A Wright
US Patent 8,341,745, 2012
1032012
CNN explainer: learning convolutional neural networks with interactive visualization
ZJ Wang, R Turko, O Shaikh, H Park, N Das, F Hohman, M Kahng, ...
IEEE Transactions on Visualization and Computer Graphics 27 (2), 1396-1406, 2020
1022020
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