متابعة
Duen Horng Chau
Duen Horng Chau
أسماء أخرىPolo Chau, Duen Horng "Polo" Chau
Professor, Georgia Institute of Technology
بريد إلكتروني تم التحقق منه على gatech.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
7082018
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
5832007
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
5472019
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
4642018
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
3892017
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
372*2020
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
2782019
DiffusionDB: A large-scale prompt gallery dataset for text-to-image generative models‏
ZJ Wang, E Montoya, D Munechika, H Yang, B Hoover, DH Chau‏
❤️🏆 arXiv preprint arXiv:2210.14896 — ACL'23 Best Paper, Honorable Mention …, 2022‏
2752022
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
264*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
2512018
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
2472019
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
2372011
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
2332006
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
2192014
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
2152006
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
2112018
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
2032007
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
1892010
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
1852013
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
1682011
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مقالات 1–20