Shang-Tse Chen

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Duen Horng "Polo" ChauAssociate Professor of Computer Science, Georgia Institute of TechnologyVerified email at gatech.edu
Nilaksh DasGraduate Student, Georgia Institute of TechnologyVerified email at gatech.edu
Li ChenIntel; Johns Hopkins UniversityVerified email at intel.com
Cory CorneliusResearch Scientist @ Intel LabsVerified email at intel.com
Fred HohmanResearch Scientist, AppleVerified email at apple.com
Hsuan-Tien LinProfessor of Computer Science and Information Engineering, National Taiwan UniversityVerified email at csie.ntu.edu.tw
Chi-Jen LuResearch Fellow, Institute of Information Science, Academia SinicaVerified email at iis.sinica.edu.tw
Moushumi SharminAssociate Professor, Department of Computer Science, Western Washington UniversityVerified email at wwu.edu
Minsuk KahngAssistant Professor, Oregon State UniversityVerified email at oregonstate.edu
Kaya de BarbaroThe University of Texas at AustinVerified email at austin.utexas.edu
Maria-Florina BalcanProfessor, School of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Wenwen ZhangAssistant Professor at Rutgers UniversityVerified email at scarletmail.rutgers.edu
Michael A. MadaioMicrosoft ResearchVerified email at cs.cmu.edu
Oliver L. HaimsonAssistant Professor, University of MichiganVerified email at umich.edu
Xiang (Sean) ChengMachine Learning Science and Engineering, TwitterVerified email at twitter.com
Shou-De LinProfessor of Computer Science Department, National Taiwan UniversityVerified email at csie.ntu.edu.tw
Chih-Jen LinProfessor of Computer Science, National Taiwan UniversityVerified email at csie.ntu.edu.tw
Cho-Jui HsiehUniversity of California, Los AngelesVerified email at cs.ucla.edu
Kai-Wei ChangAssistant Professor, UCLAVerified email at kwchang.net
Hsiang-Fu YuComputer Science, University of Texas at AustinVerified email at cs.utexas.edu

Shang-Tse Chen

Assistant Professor, National Taiwan University

Verified email at csie.ntu.edu.tw - Homepage

Machine Learning Artificial Intelligence Security Algorithmic Game Theory Data Science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector ST Chen, C Cornelius, J Martin, DH Chau arXiv preprint arXiv:1804.05810, 2018	157	2018
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, 2017	154	2017
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	99	2018
An Online Boosting Algorithm with Theoretical Justifications ST Chen, HT Lin, CJ Lu Proceedings of the Twenty-Ninth International Conference on Machine learning …, 2012	71	2012
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	36	2016
Boosting with online binary learners for the multiclass bandit problem ST Chen, HT Lin, CJ Lu International Conference on Machine Learning, 342-350, 2014	17	2014
An ensemble of three classifiers for kdd cup 2009: Expanded linear model, heterogeneous boosting, and selective naive bayes HY Lo, KW Chang, ST Chen, TH Chiang, CS Ferng, CJ Hsieh, YK Ko, ... KDD-Cup 2009 Competition, 57-64, 2009	17	2009
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), 1-21, 2018	16	2018
Timestitch: Interactive multi-focus cohort discovery and comparison PJ Polack, ST Chen, M Kahng, M Sharmin, DH Chau 2015 IEEE Conference on Visual Analytics Science and Technology (VAST), 209-210, 2015	15	2015
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio N Das, M Shanbhogue, ST Chen, L Chen, ME Kounavis, DH Chau Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018	14	2018
Communication efficient distributed agnostic boosting ST Chen, MF Balcan, DH Chau Artificial Intelligence and Statistics, 1299-1307, 2016	14	2016
Unmask: Adversarial detection and defense through robust feature alignment S Freitas, ST Chen, Z Wang, DH Chau arXiv preprint arXiv:2002.09576, 2020	6	2020
Predicting cyber threats with virtual security products ST Chen, Y Han, DH Chau, C Gates, M Hart, KA Roundy Proceedings of the 33rd Annual Computer Security Applications Conference …, 2017	6	2017
Compression to the rescue: Defending from adversarial attacks across modalities N Das, M Shanbhogue, ST Chen, F Hohman, S Li, L Chen, ME Kounavis, ... ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2018	5	2018
Exploratory visual analytics of mobile health data: Sensemaking challenges and opportunities PJ Polack, M Sharmin, K de Barbaro, M Kahng, ST Chen, DH Chau Mobile Health, 349-360, 2017	5	2017
Talk proposal: Towards the realistic evaluation of evasion attacks using CARLA C Cornelius, ST Chen, J Martin, DH Chau arXiv preprint arXiv:1904.12622, 2019	4	2019
The Efficacy of SHIELD under Different Threat Models C Cornelius, N Das, ST Chen, L Chen, ME Kounavis, DH Chau arXiv preprint arXiv:1902.00541, 2019	4	2019
Diversified strategies for mitigating adversarial attacks in multiagent systems A Blum, MF Balcan, ST Chen AAMAS, 2018	4	2018
Benchmarking renderscript: potential for energy efficient multi-core mobile devices Q Ju, ST Chen, Y Zhang 2015 12th Annual IEEE International Conference on Sensing, Communication …, 2015	3	2015
Poster: Spotting Suspicious Reviews via (Quasi-) clique Extraction P Jain, ST Chen, M Azimpourkivi, DH Chau, B Carbunar	3*

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