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ORCIDYoung D. Kwon
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2020 – today
- 2024
[c15]Young D. Kwon, Rui Li, Stylianos I. Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo:
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge. ICML 2024- [c14]Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo:
UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers. PerCom 2024: 1-10 - [i13]Hong Jia
, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo:
UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers. CoRR abs/2402.09264 (2024) - 2023
- [j8]Kirill A. Shatilov, Young D. Kwon, Lik-Hang Lee, Dimitris Chatzopoulos, Pan Hui:
MyoKey: Inertial Motion Sensing and Gesture-Based QWERTY Keyboard for Extended Realities. IEEE Trans. Mob. Comput. 22(8): 4807-4821 (2023) - [c13]Young D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo:
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms. SenSys 2023: 138-151 - [i12]Reza Hadi Mogavi, Chao Deng, Justin Juho Kim, Pengyuan Zhou, Young D. Kwon, Ahmed Hosny Saleh Metwally, Ahmed Tlili, Simone Bassanelli, Antonio Bucchiarone, Sujit Gujar, Lennart E. Nacke, Pan Hui:
Exploring User Perspectives on ChatGPT: Applications, Perceptions, and Implications for AI-Integrated Education. CoRR abs/2305.13114 (2023) - [i11]Young D. Kwon, Rui Li, Stylianos I. Venieris, Jagmohan Chauhan, Nicholas D. Lane, Cecilia Mascolo:
TinyTrain: Deep Neural Network Training at the Extreme Edge. CoRR abs/2307.09988 (2023) - [i10]Young D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo:
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms. CoRR abs/2311.11420 (2023) - 2022
- [c12]Anish K. Vallapuram, Young D. Kwon, Lik-Hang Lee, Fengli Xu, Pan Hui:
Causal Analysis on the Anchor Store Effect in a Location-based Social Network. ASONAM 2022: 202-209 - [c11]Jagmohan Chauhan, Young D. Kwon, Cecilia Mascolo:
Exploring On-Device Learning Using Few Shots for Audio Classification. EUSIPCO 2022: 424-428 - [c10]Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo:
YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers. IPSN 2022: 285-297 - [c9]Anish Das, Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo:
Enabling On-Device Smartphone GPU based Training: Lessons Learned. PerCom Workshops 2022: 533-538 - [i9]Anish Das, Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo:
Enabling On-Device Smartphone GPU based Training: Lessons Learned. CoRR abs/2202.10100 (2022) - [i8]Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo:
YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers. CoRR abs/2203.03794 (2022) - [i7]Anish K. Vallapuram, Pengyuan Zhou, Young D. Kwon, Lik Hang Lee, Hengwei Xu, Pan Hui:
HideNseek: Federated Lottery Ticket via Server-side Pruning and Sign Supermask. CoRR abs/2206.04385 (2022) - [i6]Anish K. Vallapuram, Young D. Kwon, Lik-Hang Lee, Fengli Xu, Pan Hui:
Causal Analysis on the Anchor Store Effect in a Location-based Social Network. CoRR abs/2210.13582 (2022) - 2021
- [c8]Liang-yu Chen, Yutong Chen, Young D. Kwon, Youwen Kang, Pan Hui:
IAN: interpretable attention network for churn prediction in LBSNs. ASONAM 2021: 23-30 - [c7]Anish K. Vallapuram, Nikhil Nanda, Young D. Kwon, Pan Hui:
Interpretable business survival prediction. ASONAM 2021: 99-106 - [c6]Young D. Kwon, Jagmohan Chauhan, Abhishek Kumar, Pan Hui, Cecilia Mascolo:
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications. SEC 2021: 319-332 - [c5]Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo:
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications. Interspeech 2021: 356-360 - [i5]Sandra Servia Rodríguez, Cecilia Mascolo, Young D. Kwon:
Knowing when we do not know: Bayesian continual learning for sensing-based analysis tasks. CoRR abs/2106.05872 (2021) - [i4]Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo:
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications. CoRR abs/2106.07268 (2021) - [i3]Anish K. Vallapuram, Nikhil Nanda, Young D. Kwon, Pan Hui:
Interpretable Business Survival Prediction. CoRR abs/2109.12370 (2021) - [i2]Young D. Kwon, Jagmohan Chauhan, Abhishek Kumar, Pan Hui, Cecilia Mascolo:
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications. CoRR abs/2110.13290 (2021) - 2020
- [j7]Ehsan ul Haq, Tristan Braud, Young D. Kwon, Pan Hui:
A Survey on Computational Politics. IEEE Access 8: 197379-197406 (2020) - [j6]Jagmohan Chauhan, Young D. Kwon, Pan Hui, Cecilia Mascolo:
ContAuth: Continual Learning Framework for Behavioral-based User Authentication. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(4): 122:1-122:23 (2020) - [j5]Abhishek Kumar, Tristan Braud, Young D. Kwon, Pan Hui:
Aquilis: Using Contextual Integrity for Privacy Protection on Mobile Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(4): 137:1-137:28 (2020) - [c4]Ehsan ul Haq, Tristan Braud, Young D. Kwon, Pan Hui:
Enemy at the Gate: Evolution of Twitter User's Polarization During National Crisis. ASONAM 2020: 212-216 - [c3]Young D. Kwon, Kirill A. Shatilov, Lik-Hang Lee, Serkan Kumyol, Kit-Yung Lam, Yui-Pan Yau, Pan Hui:
MyoKey: Surface Electromyography and Inertial Motion Sensing-based Text Entry in AR. PerCom Workshops 2020: 1-4
2010 – 2019
- 2019
- [j4]Young D. Kwon, Dimitris Chatzopoulos, Ehsan ul Haq, Raymond Chi-Wing Wong, Pan Hui:
GeoLifecycle: User Engagement of Geographical Exploration and Churn Prediction in LBSNs. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(3): 92:1-92:29 (2019) - [j3]Young D. Kwon, Rajkarn Singh, Sarah Clinch, Mohammed Khwaja, Neille-Ann H. Tan, Marla Narazani, Mikolaj P. Wozniak, Arshad Nasser, Rahul Majethia, Lucy Van Kleunen, Victoria Neumann:
UbiComp/ISWC 2019: A Post-Conference Summary Report. IEEE Pervasive Comput. 18(4): 71-79 (2019) - [c2]Young D. Kwon, Reza Hadi Mogavi, Ehsan ul Haq, Youngjin Kwon, Xiaojuan Ma, Pan Hui:
Effects of ego networks and communities on self-disclosure in an online social network. ASONAM 2019: 17-24 - [i1]Ehsan ul Haq, Tristan Braud, Young D. Kwon, Pan Hui:
A Survey on Computational Politics. CoRR abs/1908.06069 (2019)
2000 – 2009
- 2000
- [j2]Young D. Kwon, Jin S. Lee:
On-Line Evolutionary Optimization of Fuzzy Control System based on Decentralized Population. Intell. Autom. Soft Comput. 6(2): 135-146 (2000)
1990 – 1999
- 1999
- [j1]Young D. Kwon, Jin S. Lee:
A Stochastic Map Building Method for Mobile Robot using 2-D Laser Range Finder. Auton. Robots 7(2): 187-200 (1999) - 1997
- [c1]Young D. Kwon, Jin S. Lee:
A stochastic environment modelling method for mobile robot by using 2-D laser scanner. ICRA 1997: 1688-1693
Coauthor Index
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