| 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 | 709 | 2019 |
| 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 | 463 | 2018 |
| 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 | 331 | 2020 |
| 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 | 323 | 2024 |
| 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 | 244 | 2019 |
| 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 | 212 | 2019 |
| 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 | 125 | 2011 |
| 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 | 107 | 2015 |
| 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 | 92 | 2016 |
| 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 | 82 | 2010 |
| 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 | 70 | 2013 |
| 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 | 69 | 2015 |
| 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 | 64 | 2014 |
| 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 | 46 | 2012 |
| Ranking in Context-Aware Recommender Systems M Kahng, S Lee, S Lee Proceedings of the 20th International Conference Companion on World Wide Web …, 2011 | 46 | 2011 |
| 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 | 38 | 2015 |
| 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 | 32 | 2010 |
| 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 |
| 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 | 31 | 2021 |
| 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 | 30 | 2014 |
Duen Horng ChauProfessor, Georgia Institute of TechnologyEmail verificata su gatech.edu