Young D. Kwon

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Pan HuiChair Professor, Nokia Chair in Data Science, FREng & IEEE Fellow (HKUST & University of Helsinki)Verified email at cse.ust.hk
Cecilia MascoloUniversity of CambridgeVerified email at cl.cam.ac.uk
Jagmohan ChauhanAssistant Professor, ECS, University of SouthamptonVerified email at soton.ac.uk
Reza Hadi MogaviPostdoctoral Research Fellow, University of WaterlooVerified email at uwaterloo.ca
Peng Yuan ZhouAssistant Professor, Department of Electrical and Computer Engineering, Aarhus UniversityVerified email at ece.au.dk
Ehsan-Ul HaqPostdoc Fellow, Hong Kong University of Science and TechnologyVerified email at connect.ust.hk
Tristan BRAUDAssistant Professor, Division of Integrative Systems and Design, The Hong Kong University of ScienceVerified email at ust.hk
Lik-Hang LeeAssistant Professor, the Hong Kong Polytechnic UniversityVerified email at polyu.edu.hk
Hong JiaUniversity of MelbourneVerified email at unimelb.edu.au
Stylianos I. VenierisSenior Research Scientist @ Samsung AI, Cambridge, UKVerified email at samsung.com
Tam VuCEO, Earable NeuroscienceVerified email at earable.ai
Shatilov KirillThe Hong Kong University of Science and TechnologyVerified email at shatilov.me
Dimitris ChatzopoulosAssistant Professor, School of Computer Science, University College DublinVerified email at ucd.ie
Nicholas LaneUniversity of Cambridge and Flower LabsVerified email at cam.ac.uk
Rui LiSamsung AI Center, CambridgeVerified email at samsung.com
Nhat (Nick) PhamAssistant Professor (T&R Lecturer), Cardiff UniversityVerified email at cardiff.ac.uk
Dong MaAssistant Professor, Singapore Management UniverisityVerified email at smu.edu.sg
Abhishek KumarUniversity of Oulu and University of HelsinkiVerified email at oulu.fi
Xiaojuan MaHong Kong University of Science and TechnologyVerified email at ust.hk
youngjin kwonGeorgia Institute of TechnologyVerified email at gatech.edu

Young D. Kwon

Samsung AI Center-Cambridge; University of Cambridge

Verified email at cam.ac.uk - Homepage

On Device Machine Learning Continual and Meta-Learning Mobile Systems Ubiquitous Computing


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ChatGPT in education: A blessing or a curse? A qualitative study exploring early adopters’ utilization and perceptions RH Mogavi, C Deng, JJ Kim, P Zhou, YD Kwon, AHS Metwally, A Tlili, ... Computers in Human Behavior: Artificial Humans 2 (1), 100027, 2024	134	2024
Exploring user perspectives on chatgpt: Applications, perceptions, and implications for ai-integrated education RH Mogavi, C Deng, JJ Kim, P Zhou, YD Kwon, AHS Metwally, A Tlili, ... arXiv preprint arXiv:2305.13114, 2023	95	2023
A survey on computational politics EU Haq, T Braud, YD Kwon, P Hui IEEE Access 8, 197379-197406, 2020	42	2020
Contauth: Continual learning framework for behavioral-based user authentication J Chauhan, YD Kwon, P Hui, C Mascolo Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020	41	2020
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications YD Kwon, J Chauhan, A Kumar, P Hui, C Mascolo Proceedings of the 6th ACM/IEEE Symposium on Edge Computing, 2021	31	2021
Tinytrain: Deep neural network training at the extreme edge YD Kwon, R Li, SI Venieris, J Chauhan, ND Lane, C Mascolo arXiv preprint arXiv:2307.09988 4, 2023	17	2023
YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers YD Kwon, J Chauhan, C Mascolo Proceedings of the 21st International Conference on Information Processing …, 2022	15	2022
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications YD Kwon, J Chauhan, C Mascolo Proceedings of INTERSPEECH 2021, 2021	15	2021
Aquilis: Using contextual integrity for privacy protection on mobile devices A Kumar, T Braud, YD Kwon, P Hui Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020	15	2020
Effects of ego networks and communities on self-disclosure in an online social network YD Kwon, RH Mogavi, EU Haq, Y Kwon, X Ma, P Hui Proceedings of the 2019 IEEE/ACM International Conference on Advances in …, 2019	14	2019
Enabling on-device smartphone GPU based training: Lessons learned A Das, YD Kwon, J Chauhan, C Mascolo 2022 IEEE International Conference on Pervasive Computing and Communications …, 2022	13	2022
Myokey: Surface electromyography and inertial motion sensing-based text entry in ar YD Kwon, KA Shatilov, LH Lee, S Kumyol, KY Lam, YP Yau, P Hui 2020 IEEE International Conference on Pervasive Computing and Communications …, 2020	13	2020
Hidenseek: Federated lottery ticket via server-side pruning and sign supermask AK Vallapuram, P Zhou, YD Kwon, LH Lee, H Xu, P Hui arXiv preprint arXiv:2206.04385, 2022	12	2022
GeoLifecycle: User engagement of geographical exploration and churn prediction in LBSNs YD Kwon, D Chatzopoulos, E ul Haq, RCW Wong, P Hui Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019	12	2019
PROS: An efficient pattern-driven compressive sensing framework for low-power biopotential-based wearable with on-chip intelligence N PHAM, H JIA, M TRAN, T DINH, N BUI, Y KWON, D MA, P NGUYEN, ... Proceedings of the 28th Annual International Conference on Mobile Computing …, 2022	10	2022
Knowing when we do not know: Bayesian continual learning for sensing-based analysis tasks S Servia-Rodriguez, C Mascolo, YD Kwon arXiv preprint arXiv:2106.05872, 2021	9	2021
Enemy at the gate: evolution of Twitter user's polarization during national crisis E Haq, T Braud, YD Kwon, P Hui Proceedings of the 12th IEEE/ACM International Conference on Advances in …, 2020	9	2020
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms YD Kwon, J Chauhan, H Jia, SI Venieris, C Mascolo The 21th ACM Conference on Embedded Networked Sensor Systems (SenSys 2023), 2023	8	2023
Myokey: Inertial motion sensing and gesture-based qwerty keyboard for extended realities KA Shatilov, YD Kwon, LH Lee, D Chatzopoulos, P Hui IEEE Transactions on Mobile Computing 22 (8), 4807-4821, 2022	7	2022
Interpretable business survival prediction AK Vallapuram, N Nanda, YD Kwon, P Hui Proceedings of the 2021 IEEE/ACM International Conference on Advances in …, 2021	7	2021

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