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Duen Horng Chau
Duen Horng Chau
Alte numePolo Chau, Duen Horng "Polo" Chau
Professor, Georgia Institute of Technology
Adresă de e-mail confirmată pe gatech.edu - Pagina de pornire
Titlu
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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
7142018
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
5822007
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
5452019
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
4572018
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
3942017
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
371*2020
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
2962022
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
2722019
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
2592011
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
2542018
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
2482019
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
2442011
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
2312006
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
2192006
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
2152018
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
2142014
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
2072007
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
1862010
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
1662011
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