Shang-Tse Chen

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Duen Horng ChauProfessor, Georgia Institute of TechnologyDirección de correo verificada de gatech.edu
Nilaksh DasApplied Scientist, Amazon AWS AIDirección de correo verificada de amazon.com
Li ChenMeta Responsible AI; Intel LabsDirección de correo verificada de fb.com
Cory CorneliusIntel LabsDirección de correo verificada de intel.com
Fred HohmanResearch Scientist at AppleDirección de correo verificada de apple.com
Hsuan-Tien LinProfessor of Computer Science and Information Engineering, National Taiwan UniversityDirección de correo verificada de csie.ntu.edu.tw
Chi-Jen LuResearch Fellow, Institute of Information Science, Academia SinicaDirección de correo verificada de iis.sinica.edu.tw
Moushumi SharminAssociate Professor, Department of Computer Science, Western Washington UniversityDirección de correo verificada de wwu.edu
Minsuk KahngResearch Scientist, Google DeepMindDirección de correo verificada de google.com
Maria-Florina BalcanProfessor, School of Computer Science, Carnegie Mellon UniversityDirección de correo verificada de cs.cmu.edu
Kaya de BarbaroThe University of Texas at AustinDirección de correo verificada de austin.utexas.edu
Wenwen ZhangAssociate Professor at Rutgers UniversityDirección de correo verificada de scarletmail.rutgers.edu
Michael A. MadaioGoogle ResearchDirección de correo verificada de google.com
Oliver L. HaimsonAssistant Professor, University of MichiganDirección de correo verificada de umich.edu
Xiang (Sean) ChengMachine Learning Science and Engineering, TwitterDirección de correo verificada de twitter.com
Han YufeiINRIADirección de correo verificada de inria.fr
Christopher GatesSymantec Research LabsDirección de correo verificada de symantec.com
Rahul C. BasoleManaging Director & Global Lead (Accenture Data & AI) | Professor (Georgia Tech) | @basoleDirección de correo verificada de gatech.edu
Shou-De LinNational Taiwan UniversityDirección de correo verificada de csie.ntu.edu.tw
Chih-Jen LinDistinguished professor, National Taiwan University and affiliated professor, MBZUAIDirección de correo verificada de csie.ntu.edu.tw

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Shang-Tse Chen

Assistant Professor, National Taiwan University

Dirección de correo verificada de csie.ntu.edu.tw - Página principal

Machine Learning Artificial Intelligence Security Algorithmic Game Theory Data Science


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	505	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	372	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	244	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	105	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	80	2016
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio N Das, M Shanbhogue, ST Chen, L Chen, ME Kounavis, DH Chau Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019	49	2019
Unmask: Adversarial detection and defense through robust feature alignment S Freitas, ST Chen, ZJ Wang, DH Chau 2020 IEEE International Conference on Big Data (Big Data), 1081-1088, 2020	30	2020
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	28	2018
Boosting with online binary learners for the multiclass bandit problem ST Chen, HT Lin, CJ Lu International Conference on Machine Learning, 342-350, 2014	25	2014
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	22	2015
Communication efficient distributed agnostic boosting ST Chen, MF Balcan, DH Chau Artificial Intelligence and Statistics, 1299-1307, 2016	21	2016
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	19	2009
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	13	2018
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	11	2017
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: Sensors, Analytic Methods, and Applications, 349-360, 2017	10	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	7	2019
Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models H Su, CC Cheng, H Farn, SH Kumar, S Sahay, ST Chen, H Lee arXiv preprint arXiv:2310.11079, 2023	6	2023
Systems and methods for predicting security incidents triggered by security software ST Chen, C Gates, HAN Yufei, M Hart, K Roundy US Patent 10,242,201, 2019	6	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	6	2019
Position matters! empirical study of order effect in knowledge-grounded dialogue H Su, SH Kumar, S Mazumder, W Chen, R Manuvinakurike, E Okur, ... arXiv preprint arXiv:2302.05888, 2023	5	2023

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