Young D. Kwon

According to our database, Young D. Kwon authored at least 27 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers.

Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo

Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2024

TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge.

Young D. Kwon, Rui Li, Stylianos I. Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

MyoKey: Inertial Motion Sensing and Gesture-Based QWERTY Keyboard for Extended Realities.

Kirill A. Shatilov, Young D. Kwon, Lik-Hang Lee, Dimitris Chatzopoulos, Pan Hui

IEEE Trans. Mob. Comput., August, 2023

TinyTrain: Deep Neural Network Training at the Extreme Edge.

Young D. Kwon, Rui Li, Stylianos I. Venieris, Jagmohan Chauhan, Nicholas D. Lane, Cecilia Mascolo

CoRR, 2023

Exploring User Perspectives on ChatGPT: Applications, Perceptions, and Implications for AI-Integrated Education.

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

CoRR, 2023

LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms.

Young D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo

Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

2022

HideNseek: Federated Lottery Ticket via Server-side Pruning and Sign Supermask.

Anish K. Vallapuram, Pengyuan Zhou, Young D. Kwon, Lik Hang Lee, Hengwei Xu, Pan Hui

CoRR, 2022

Enabling On-Device Smartphone GPU based Training: Lessons Learned.

Anish Das, Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers.

Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo

Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

Exploring On-Device Learning Using Few Shots for Audio Classification.

Jagmohan Chauhan, Young D. Kwon, Cecilia Mascolo

Proceedings of the 30th European Signal Processing Conference, 2022

Causal Analysis on the Anchor Store Effect in a Location-based Social Network.

Anish K. Vallapuram, Young D. Kwon, Lik-Hang Lee, Fengli Xu, Pan Hui

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

2021

Knowing when we do not know: Bayesian continual learning for sensing-based analysis tasks.

Sandra Servia Rodríguez, Cecilia Mascolo, Young D. Kwon

CoRR, 2021

FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications.

Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications.

Young D. Kwon, Jagmohan Chauhan, Abhishek Kumar, Pan Hui, Cecilia Mascolo

Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

Interpretable business survival prediction.

Anish K. Vallapuram, Nikhil Nanda, Young D. Kwon, Pan Hui

Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

IAN: interpretable attention network for churn prediction in LBSNs.

Liang-yu Chen, Yutong Chen, Young D. Kwon, Youwen Kang, Pan Hui

Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

2020

Aquilis: Using Contextual Integrity for Privacy Protection on Mobile Devices.

Abhishek Kumar, Tristan Braud, Young D. Kwon, Pan Hui

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

ContAuth: Continual Learning Framework for Behavioral-based User Authentication.

Jagmohan Chauhan, Young D. Kwon, Pan Hui, Cecilia Mascolo

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

A Survey on Computational Politics.

Ehsan ul Haq, Tristan Braud, Young D. Kwon, Pan Hui

IEEE Access, 2020

MyoKey: Surface Electromyography and Inertial Motion Sensing-based Text Entry in AR.

Young D. Kwon, Kirill A. Shatilov, Lik-Hang Lee, Serkan Kumyol, Kit-Yung Lam, Yui-Pan Yau, Pan Hui

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Enemy at the Gate: Evolution of Twitter User's Polarization During National Crisis.

Ehsan ul Haq, Tristan Braud, Young D. Kwon, Pan Hui

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019

UbiComp/ISWC 2019: A Post-Conference Summary Report.

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

IEEE Pervasive Comput., 2019

GeoLifecycle: User Engagement of Geographical Exploration and Churn Prediction in LBSNs.

Young D. Kwon, Dimitris Chatzopoulos, Ehsan ul Haq, Raymond Chi-Wing Wong, Pan Hui

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Effects of ego networks and communities on self-disclosure in an online social network.

Young D. Kwon, Reza Hadi Mogavi, Ehsan ul Haq, Youngjin Kwon, Xiaojuan Ma, Pan Hui

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2000

On-Line Evolutionary Optimization of Fuzzy Control System based on Decentralized Population.

Young D. Kwon, Jin S. Lee

Intell. Autom. Soft Comput., 2000

1999

A Stochastic Map Building Method for Mobile Robot using 2-D Laser Range Finder.

Young D. Kwon, Jin S. Lee

Auton. Robots, 1999

1997

A stochastic environment modelling method for mobile robot by using 2-D laser scanner.

Young D. Kwon, Jin S. Lee

Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997