Young D. Kwon

48 papers A* 6A 1B 5Misc 2Journal 30Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A cascade framework for on-device uncertainty-aware event detection on microcontrollers.
Pervasive Mob. Comput.
Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo
2026 A* conf
HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models.
AAAI
Young D. Kwon, Rui Li, Sijia Li, Da Li, Sourav Bhattacharya, Stylianos I. Venieris
2026 J jnl
Speculative Decoding with a Speculative Vocabulary.
CoRR
Miles Williams, Young D. Kwon, Rui Li, Alexandros Kouris, Stylianos I. Venieris
2026 J jnl
Tempora: Characterising the Time-Contingent Utility of Online Test-Time Adaptation.
CoRR
Sudarshan Sreeram, Young D. Kwon, Cecilia Mascolo
2025 J jnl
Efficient High-Resolution Image Editing with Hallucination-Aware Loss and Adaptive Tiling.
CoRR
Young D. Kwon, Abhinav Mehrotra, Malcolm Chadwick, Alberto Gil C. P. Ramos, Sourav Bhattacharya
2025 J jnl
HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models.
CoRR
Young D. Kwon, Rui Li, Sijia Li, Da Li, Sourav Bhattacharya, Stylianos I. Venieris
2025 J jnl
LeanTTA: A Backpropagation-Free and Stateless Approach to Quantized Test-Time Adaptation on Edge Devices.
CoRR
Cynthia Dong, Hong Jia, Young D. Kwon, Georgios Rizos, Cecilia Mascolo
2025 J jnl
MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices.
CoRR
Sijia Li, Young D. Kwon, Lik-Hang Lee, Pan Hui
2025 J jnl
On-demand Test-time Adaptation for Edge Devices.
CoRR
Xiao Ma, Young D. Kwon, Dong Ma
2024 J jnl
ChatGPT in education: A blessing or a curse? A qualitative study exploring early adopters' utilization and perceptions.
Comput. Hum. Behav. Artif. Humans
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
2024 A* conf
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices.
NeurIPS
Hong Jia, Young D. Kwon, Alessio Orsino, Ting Dang, Domenico Talia, Cecilia Mascolo
2024 A* conf
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge.
ICML
Young D. Kwon, Rui Li, Stylianos I. Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo
2024 A* conf
UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers.
PerCom
Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo
2024 J jnl
UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers.
CoRR
Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo
2023 J jnl
Exploring User Perspectives on ChatGPT: Applications, Perceptions, and Implications for AI-Integrated Education.
CoRR
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
2023 Misc conf
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms.
SenSys
Young D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo
2023 J jnl
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms.
CoRR
Young D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo
2023 J jnl
MyoKey: Inertial Motion Sensing and Gesture-Based QWERTY Keyboard for Extended Realities.
IEEE Trans. Mob. Comput.
Kirill A. Shatilov, Young D. Kwon, Lik-Hang Lee, Dimitris Chatzopoulos, Pan Hui
2023 J jnl
TinyTrain: Deep Neural Network Training at the Extreme Edge.
CoRR
Young D. Kwon, Rui Li, Stylianos I. Venieris, Jagmohan Chauhan, Nicholas D. Lane, Cecilia Mascolo
2022 B conf
Causal Analysis on the Anchor Store Effect in a Location-based Social Network.
ASONAM
Anish K. Vallapuram, Young D. Kwon, Lik-Hang Lee, Fengli Xu, Pan Hui
2022 J jnl
Causal Analysis on the Anchor Store Effect in a Location-based Social Network.
CoRR
Anish K. Vallapuram, Young D. Kwon, Lik-Hang Lee, Fengli Xu, Pan Hui
2022 — conf
Enabling On-Device Smartphone GPU based Training: Lessons Learned.
PerCom Workshops
Anish Das, Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
2022 J jnl
Enabling On-Device Smartphone GPU based Training: Lessons Learned.
CoRR
Anish Das, Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
2022 — conf
Exploring On-Device Learning Using Few Shots for Audio Classification.
EUSIPCO
Jagmohan Chauhan, Young D. Kwon, Cecilia Mascolo
2022 J jnl
HideNseek: Federated Lottery Ticket via Server-side Pruning and Sign Supermask.
CoRR
Anish K. Vallapuram, Pengyuan Zhou, Young D. Kwon, Lik Hang Lee, Hengwei Xu, Pan Hui
2022 A* conf
PROS: an efficient pattern-driven compressive sensing framework for low-power biopotential-based wearables with on-chip intelligence.
MobiCom
Nhat Pham, Hong Jia, Minh Tran, Tuan Dinh, Nam Bui, Young D. Kwon, Dong Ma, Phuc Nguyen, Cecilia Mascolo, Tam Vu
2022 — conf
YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers.
IPSN
Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
2022 J jnl
YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers.
CoRR
Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
2021 Misc conf
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications.
SEC
Young D. Kwon, Jagmohan Chauhan, Abhishek Kumar, Pan Hui, Cecilia Mascolo
2021 J jnl
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications.
CoRR
Young D. Kwon, Jagmohan Chauhan, Abhishek Kumar, Pan Hui, Cecilia Mascolo
2021 A conf
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications.
Interspeech
Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
2021 J jnl
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications.
CoRR
Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
2021 B conf
IAN: interpretable attention network for churn prediction in LBSNs.
ASONAM
Liang-Yu Chen, Yutong Chen, Young D. Kwon, Youwen Kang, Pan Hui
2021 J jnl
Interpretable Business Survival Prediction.
CoRR
Anish K. Vallapuram, Nikhil Nanda, Young D. Kwon, Pan Hui
2021 B conf
Interpretable business survival prediction.
ASONAM
Anish K. Vallapuram, Nikhil Nanda, Young D. Kwon, Pan Hui
2021 J jnl
Knowing when we do not know: Bayesian continual learning for sensing-based analysis tasks.
CoRR
Sandra Servia Rodríguez, Cecilia Mascolo, Young D. Kwon
2020 J jnl
A Survey on Computational Politics.
IEEE Access
Ehsan ul Haq, Tristan Braud, Young D. Kwon, Pan Hui
2020 J jnl
Aquilis: Using Contextual Integrity for Privacy Protection on Mobile Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Abhishek Kumar, Tristan Braud, Young D. Kwon, Pan Hui
2020 J jnl
ContAuth: Continual Learning Framework for Behavioral-based User Authentication.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Jagmohan Chauhan, Young D. Kwon, Pan Hui, Cecilia Mascolo
2020 B conf
Enemy at the Gate: Evolution of Twitter User's Polarization During National Crisis.
ASONAM
Ehsan ul Haq, Tristan Braud, Young D. Kwon, Pan Hui
2020 — conf
MyoKey: Surface Electromyography and Inertial Motion Sensing-based Text Entry in AR.
PerCom Workshops
Young D. Kwon, Kirill A. Shatilov, Lik-Hang Lee, Serkan Kumyol, Kit-Yung Lam, Yui-Pan Yau, Pan Hui
2019 J jnl
A Survey on Computational Politics.
CoRR
Ehsan ul Haq, Tristan Braud, Young D. Kwon, Pan Hui
2019 B conf
Effects of ego networks and communities on self-disclosure in an online social network.
ASONAM
Young D. Kwon, Reza Hadi Mogavi, Ehsan ul Haq, Youngjin Kwon, Xiaojuan Ma, Pan Hui
2019 J jnl
GeoLifecycle: User Engagement of Geographical Exploration and Churn Prediction in LBSNs.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Young D. Kwon, Dimitris Chatzopoulos, Ehsan ul Haq, Raymond Chi-Wing Wong, Pan Hui
2019 J jnl
UbiComp/ISWC 2019: A Post-Conference Summary Report.
IEEE Pervasive Comput.
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
2000 J jnl
On-Line Evolutionary Optimization of Fuzzy Control System based on Decentralized Population.
Intell. Autom. Soft Comput.
Young D. Kwon, Jin S. Lee
1999 J jnl
A Stochastic Map Building Method for Mobile Robot using 2-D Laser Range Finder.
Auton. Robots
Young D. Kwon, Jin S. Lee
1997 A* conf
A stochastic environment modelling method for mobile robot by using 2-D laser scanner.
ICRA
Young D. Kwon, Jin S. Lee