Journal articles
Shatilov, KA., Kwon, YD., Lee, LH., Chatzopoulos, D. and Hui, P., 2023. MyoKey: Inertial Motion Sensing and Gesture-Based QWERTY Keyboard for Extended Realities IEEE Transactions on Mobile Computing, v. 22
Doi: 10.1109/TMC.2022.3156939
Kwon, YD., Chauhan, J., Kumar, A., Hkust, PH. and Mascolo, C., 2021. Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications 6th ACM/IEEE Symposium on Edge Computing, SEC 2021,
Doi: http://doi.org/10.1145/3453142.3491285
Chauhan, J., Kwon, YD., Hui, P. and Mascolo, C., 2020. ContAuth: Continual Learning Framework for Behavioral-based User Authentication Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, v. 4
Doi: http://doi.org/10.1145/3432203
Kumar, A., Braud, T., Kwon, YD. and Hui, P., 2020. Aquilis: Using contextual integrity for privacy protection on mobile devices Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, v. 4
Doi: 10.1145/3432205
Conference proceedings
Das, A., Kwon, YD., Chauhan, J. and Mascolo, C., 2022. Enabling On-Device Smartphone GPU based Training: Lessons Learned 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022,
Doi: 10.1109/PerComWorkshops53856.2022.9767442
Pham, N., Jia, H., Tran, M., Dinh, T., Bui, N., Kwon, Y., Ma, D., Nguyen, P., Mascolo, C. and Vu, T., 2022. PROS: An Efficient Pattern-Driven Compressive Sensing Framework for Low-Power Biopotential-basedWearables with On-chip Intelligence Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM,
Doi: http://doi.org/10.1145/3495243.3560533
Kwon, YD., Chauhan, J. and Mascolo, C., 2022. YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers Proceedings - 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2022,
Doi: http://doi.org/10.1109/IPSN54338.2022.00030
Chauhan, J., Kwon, YD. and Mascolo, C., 2022. Exploring On-Device Learning Using Few Shots for Audio Classification European Signal Processing Conference, v. 2022-August
Vallapuram, AK., Kwon, YD., Lee, LH., Xu, F. and Hui, P., 2022. Causal Analysis on the Anchor Store Effect in a Location-based Social Network Proceedings of the 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2022,
Doi: http://doi.org/10.1109/ASONAM55673.2022.10068687
Chen, L-Y., Chen, Y., Kwon, YD., Kang, Y. and Hui, P., 2021. IAN: interpretable attention network for churn prediction in LBSNs Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining,
Doi: http://doi.org/10.1145/3487351.3488328
Kwon, YD., Chauhan, J., Kumar, A., Hui, P. and Mascolo, C., 2021. Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications 2021 IEEE/ACM Symposium on Edge Computing (SEC),
Doi: 10.1145/3453142.3491285
Haq, EU., Braud, T., Kwon, YD. and Hui, P., 2020. Enemy at the Gate: Evolution of Twitter User's Polarization during National Crisis Proceedings of the 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2020,
Doi: http://doi.org/10.1109/ASONAM49781.2020.9381296
Kwon, YD., Shatilov, KA., Lee, LH., Kumyol, S., Lam, KY., Yau, YP. and Hui, P., 2020. MyoKey: Surface Electromyography and Inertial Motion Sensing-based Text Entry in AR 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2020,
Doi: http://doi.org/10.1109/PerComWorkshops48775.2020.9156084
Kwon, YD., Mogavi, RH., Ul Haq, E., Kwon, Y., Ma, X. and Hui, P., 2019. Effects of ego networks and communities on self-disclosure in an online social network Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019,
Doi: http://doi.org/10.1145/3341161.3342881
Kwon, YD., Singh, R., Khwaja, M., Tan, NAH., Narazani, M., Wozniak, MP., Nasser, A., Majethia, R., Van Kleunen, L. and Neumann, V., 2019. UbiComp/ISWC 2019: A Post-Conference Summary Report IEEE Pervasive Computing, v. 18
Doi: http://doi.org/10.1109/MPRV.2019.2947953
Kwon, YD., Chauhan, J. and Mascolo, C., YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers
Kwon, YD., Chauhan, J., Jia, H., Venieris, SI. and Mascolo, C., LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms
Doi: http://doi.org/10.1145/3625687.3625804
Kwon, YD., Chauhan, J. and Mascolo, C., FastICARL: Fast Incremental Classifier and Representation Learning with
Efficient Budget Allocation in Audio Sensing Applications Proc. Interspeech 2021,
Doi: 10.21437/Interspeech.2021-1091
Vallapuram, AK., Nanda, N., Kwon, YD. and Hui, P., Interpretable business survival prediction Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining,
Doi: http://doi.org/10.1145/3487351.3488353
