Minsuk Kahng

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Duen Horng "Polo" ChauAssociate Professor of Computer Science, Georgia Institute of TechnologyVerified email at gatech.edu
Sangkeun Matthew (Matt) LeeComputer Scientist, Computational Data Analytics Group, CSED, ORNLVerified email at ornl.gov
Robert PientaMailchimpVerified email at gatech.edu
Fred HohmanResearch Scientist, AppleVerified email at apple.com
Dongjoo LeeSamsung ElectronicsVerified email at europa.snu.ac.kr
Rahul C. BasoleManaging Director & Global Lead (Accenture AI) | Professor (Georgia Tech) | @basoleVerified email at gatech.edu
Sang-goo LeeProfessor of Computer Science and Engineering, Seoul National UniversityVerified email at snu.ac.kr
Hyunwoo ParkAssistant Professor, Fisher College of Business, Core Faculty @ Translational Data AnalyticsVerified email at osu.edu
Moushumi SharminAssociate Professor, Department of Computer Science, Western Washington UniversityVerified email at wwu.edu
Peter PolackUniversity of California, Los AngelesVerified email at ucla.edu
John StaskoRegents Professor of Interactive Computing, Georgia Institute of TechnologyVerified email at cc.gatech.edu
Acar TamersoySenior Research Scientist at NortonLifeLock Research GroupVerified email at gatech.edu
Shang-Tse ChenAssistant Professor, National Taiwan UniversityVerified email at csie.ntu.edu.tw
U KangProfessor of Computer Science and Engineering, Seoul National UniversityVerified email at snu.ac.kr
Partha TalukdarGoogle Research and IISc BangaloreVerified email at iisc.ac.in
Jilles VreekenCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Martin WattenbergGoogle ResearchVerified email at google.com
Fernanda ViégasGoogleVerified email at google.com
Nikhil ThoratSoftware Engineer GoogleVerified email at google.com
Jamie MorgensternUniversity of WashingtonVerified email at cs.washington.edu

Minsuk Kahng

Assistant Professor, Oregon State University

Verified email at oregonstate.edu - Homepage

Data Visualization Machine Learning Human-Computer Interaction Databases Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	293	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	236	2018
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	107	2011
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	85	2019
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	71	2015
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	67	2010
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	55	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	54	2014
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	49	2013
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	48	2016
Ranking in Context-Aware Recommender Systems M Kahng, S Lee, S Lee Proceedings of the 20th International Conference Companion on World Wide Web …, 2011	43	2011
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	37	2019
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	37	2012
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	28	2010
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	24	2014
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	22	2020
FACETS: Adaptive Local Exploration of Large Graphs R Pienta, M Kahng, Z Lin, J Vreeken, P Talukdar, J Abello, ... Proceedings of the 2017 SIAM International Conference on Data Mining, 597-605, 2017	18	2017
Interactive Browsing and Navigation in Relational Databases M Kahng, SB Navathe, JT Stasko, DH Chau Proceedings of the VLDB Endowment 9 (12), 1017-1028, 2016	18	2016
Exploring clinical care processes using visual and data analytics: challenges and opportunities V Kumar, H Park, RC Basole, M Braunstein, M Kahng, DH Chau, ... Proceedings of the 20th ACM SIGKDD conference on knowledge discovery and …, 2014	18	2014
Chronodes: Interactive Multifocus Exploration of Event Sequences PJ Polack Jr, ST Chen, M Kahng, KD Barbaro, R Basole, M Sharmin, ... ACM Transactions on Interactive Intelligent Systems (TiiS) 8 (1), 2:1-2:21, 2018	16	2018

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