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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
5092007
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
4932018
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
3402018
Shapeshifter: Robust physical adversarial attack on faster r-cnn object detector
ST Chen, C Cornelius, J Martin, DH Chau
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019
3042019
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
2832017
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
2302011
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
2182011
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
2152006
Detecting fraudulent personalities in networks of online auctioneers
DH Chau, S Pandit, C Faloutsos
Knowledge Discovery in Databases: PKDD 2006: 10th European Conference on …, 2006
2022006
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
1902007
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
1742018
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
1742014
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
1732010
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
1612019
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
1602013
Unifying guilt-by-association approaches: Theorems and fast algorithms
D Koutra, TY Ke, U Kang, DH Chau, HKK Pao, C Faloutsos
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
1482011
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
1222018
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
1112020
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
1112019
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
1052006
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