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Duen Horng Chau
Duen Horng Chau
Sonstige NamenPolo Chau, Duen Horng "Polo" Chau
Associate Professor, Georgia Institute of Technology
Bestätigte E-Mail-Adresse bei gatech.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
5902018
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 …, 2007
5382007
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 …, 2019
4062019
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 — deployed at …, 2018
3822018
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 — tech-transferred to Intel, 2017
3332017
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
2342011
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 — deployed and …, 2011
2302011
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
2252006
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 — went viral …, 2020
213*2020
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
2072006
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
2062019
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
2032018
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
1972007
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
1962014
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
1772010
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
1712013
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 — deployed …, 2018
1682018
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
1662019
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
1582011
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
1112006
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