2024
UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers.
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.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
MyoKey: Inertial Motion Sensing and Gesture-Based QWERTY Keyboard for Extended Realities.
IEEE Trans. Mob. Comput., August, 2023
TinyTrain: Deep Neural Network Training at the Extreme Edge.
CoRR, 2023
Exploring User Perspectives on ChatGPT: Applications, Perceptions, and Implications for AI-Integrated Education.
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CoRR, 2023
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms.
Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023
2022
HideNseek: Federated Lottery Ticket via Server-side Pruning and Sign Supermask.
CoRR, 2022
Enabling On-Device Smartphone GPU based Training: Lessons Learned.
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.
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.
Proceedings of the 30th European Signal Processing Conference, 2022
Causal Analysis on the Anchor Store Effect in a Location-based Social Network.
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.
CoRR, 2021
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications.
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.
Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021
Interpretable business survival prediction.
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.
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.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
ContAuth: Continual Learning Framework for Behavioral-based User Authentication.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
A Survey on Computational Politics.
IEEE Access, 2020
MyoKey: Surface Electromyography and Inertial Motion Sensing-based Text Entry in AR.
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.
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.
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IEEE Pervasive Comput., 2019
GeoLifecycle: User Engagement of Geographical Exploration and Churn Prediction in LBSNs.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
Effects of ego networks and communities on self-disclosure in an online social network.
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.
Intell. Autom. Soft Comput., 2000
1999
A Stochastic Map Building Method for Mobile Robot using 2-D Laser Range Finder.
Auton. Robots, 1999
1997
A stochastic environment modelling method for mobile robot by using 2-D laser scanner.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997