Prati
Minsuk Kahng
Minsuk Kahng
Senior Research Scientist, Google DeepMind
Potvrđena adresa e-pošte na google.com - Početna stranica
Naslov
Citirano
Citirano
Godina
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, 2019
7142019
ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models
M Kahng, P Andrews, A Kalro, DH Chau
IEEE Transactions on Visualization and Computer Graphics 24 (1), 88-97, 2018
4572018
Gemma 2: Improving open language models at a practical size
G Team, M Riviere, S Pathak, PG Sessa, C Hardin, S Bhupatiraju, ...
arXiv preprint arXiv:2408.00118, 2024
4132024
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
3132020
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
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, 2019
2152019
Random Walk based Entity Ranking on Graph for Multidimensional Recommendation
S Lee, S Song, M Kahng, D Lee, S Lee
Proceedings of the fifth ACM Conference on Recommender Systems, 93-100, 2011
1262011
Scalable Graph Exploration and Visualization: Sensemaking Challenges and Opportunities
R Pienta, J Abello, M Kahng, DH Chau
2nd International Conference on Big Data and Smart Computing, 2015
1052015
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 (Co-located …, 2016
932016
Exploiting Contextual Information from Event Logs for Personalized Recommendation
D Lee, SE Park, M Kahng, S Lee, S Lee
Computer and Information Science 2010, 121-139, 2010
812010
Understanding variations in pediatric asthma care processes in the emergency department using visual analytics
RC Basole, ML Braunstein, V Kumar, H Park, M Kahng, DH Chau, ...
Journal of the American Medical Informatics Association 22 (2), 318-323, 2015
692015
PathRank: Ranking nodes on a heterogeneous graph for flexible hybrid recommender systems
S Lee, S Park, M Kahng, S Lee
Expert Systems with Applications 40 (2), 684-697, 2013
692013
MMap: Fast Billion-Scale Graph Computation on a PC via Memory Mapping
Z Lin, M Kahng, KM Sabrin, DHP Chau, H Lee, U Kang
IEEE International Conference on Big Data, 2014
632014
PathRank: a novel node ranking measure on a heterogeneous graph for recommender systems
S Lee, S Park, M Kahng, S Lee
Proceedings of the 21st ACM international conference on Information and …, 2012
462012
Ranking in Context-Aware Recommender Systems
M Kahng, S Lee, S Lee
Proceedings of the 20th International Conference Companion on World Wide Web …, 2011
452011
A visual analytics approach to understanding care process variation and conformance
RC Basole, H Park, M Gupta, ML Braunstein, DH Chau, ...
Proceedings of the 2015 Workshop on Visual Analytics in Healthcare, 1-8, 2015
422015
One Explanation is Not Enough: Structured Attention Graphs for Image Classification
V Shitole, F Li, M Kahng, P Tadepalli, A Fern
Advances in Neural Information Processing Systems 34, 11352-11363, 2021
322021
Temporal Dynamics in Music Listening Behavior: A Case Study of Online Music Service
CH Park, M Kahng
2010 IEEE/ACIS 9th International Conference on Computer and Information …, 2010
322010
DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps
D Bertucci, MM Hamid, Y Anand, A Ruangrotsakun, D Tabatabai, M Perez, ...
IEEE Transactions on Visualization and Computer Graphics 29 (1), 320-330, 2022
31*2022
GLO-STIX: Graph-Level Operations for Specifying Techniques and Interactive eXploration
CD Stolper, M Kahng, Z Lin, F Foerster, A Goel, J Stasko, DH Chau
IEEE Transactions on Visualization and Computer Graphics 20 (12), 2320-2328, 2014
302014
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