Articles with public access mandates - Duen Horng ChauLearn more
Available somewhere: 79
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
Mandates: US National Science Foundation, US National Institutes of Health, US …
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation, US Department of Defense, US National …
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
Mandates: US National Science Foundation, US National Aeronautics and Space Administration
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation, US National Aeronautics and Space Administration
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
Mandates: US National Science Foundation
Characterizing smoking and drinking abstinence from social media
A Tamersoy, M De Choudhury, DH Chau
Proceedings of the 26th ACM conference on hypertext & social media, 139-148, 2015
Mandates: US National Institutes of Health
Visual exploration of machine learning results using data cube analysis
M Kahng, D Fang, DH Chau
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 1-6, 2016
Mandates: US National Science Foundation
Graph vulnerability and robustness: A survey
S Freitas, D Yang, S Kumar, H Tong, DH Chau
IEEE Transactions on Knowledge and Data Engineering 35 (6), 5915-5934, 2022
Mandates: US National Science Foundation
Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta
M Madaio, ST Chen, OL Haimson, W Zhang, X Cheng, M Hinds-Aldrich, ...
🏆 Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge …, 2016
Mandates: US National Science Foundation
VIGOR: interactive visual exploration of graph query results
R Pienta, F Hohman, A Endert, A Tamersoy, K Roundy, C Gates, ...
IEEE transactions on visualization and computer graphics 24 (1), 215-225, 2017
Mandates: US National Science Foundation
Mmap: Fast billion-scale graph computation on a pc via memory mapping
Z Lin, M Kahng, KM Sabrin, DHP Chau, H Lee, U Kang
2014 IEEE International Conference on Big Data (Big Data), 159-164, 2014
Mandates: US National Institutes of Health
A survey of human‐centered evaluations in human‐centered machine learning
F Sperrle, M El‐Assady, G Guo, R Borgo, DH Chau, A Endert, D Keim
Computer Graphics Forum 40 (3), 543-568, 2021
Mandates: US National Science Foundation, German Research Foundation, UK Engineering …
Mage: Matching approximate patterns in richly-attributed graphs
R Pienta, A Tamersoy, H Tong, DH Chau
2014 IEEE International Conference on Big Data (Big Data), 585-590, 2014
Mandates: US National Institutes of Health
Generating graph snapshots from streaming edge data
S Soundarajan, A Tamersoy, EB Khalil, T Eliassi-Rad, DH Chau, ...
Proceedings of the 25th international conference companion on world Wide Web …, 2016
Mandates: US National Science Foundation
Center of excellence for mobile sensor data-to-knowledge (MD2K)
S Kumar, GD Abowd, WT Abraham, M al’Absi, J Gayle Beck, DH Chau, ...
Journal of the American Medical Informatics Association 22 (6), 1137-1142, 2015
Mandates: US National Institutes of Health
Mining connection pathways for marked nodes in large graphs
L Akoglu, DH Chau, J Vreeken, N Tatti, H Tong, C Faloutsos
Proceedings of the 2013 SIAM International Conference on Data Mining, 37-45, 2013
Mandates: Research Foundation (Flanders)
Search rank fraud and malware detection in Google Play
M Rahman, M Rahman, B Carbunar, DH Chau
IEEE Transactions on Knowledge and Data Engineering 29 (6), 1329-1342, 2017
Mandates: US National Science Foundation, US Department of Defense
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