2024
Jia, H., Kwon, YD., Mat, D., Pham, N., Qendro, L., Vu, T. and Mascolo, C., 2024. UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers 2024 IEEE International Conference on Pervasive Computing and Communications, PerCom 2024,
Doi: 10.1109/PerCom59722.2024.10494467
Kwon, YD., Li, R., Venieris, SI., Chauhan, J., Lane, ND. and Mascolo, C., 2024. TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge Proceedings of Machine Learning Research, v. 235
2023
Kwon, YD., Chauhan, J., Jia, H., Venieris, SI. and Mascolo, C., 2023. LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms SenSys 2023 - Proceedings of the 21st ACM Conference on Embedded Networked Sensors Systems,
Doi: 10.1145/3625687.3625804
2022
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
Kwon, YD., Chauhan, J. and Mascolo, C., 2022. YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers. CoRR, v. abs/2203.03794
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: 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: 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: 10.1109/ASONAM55673.2022.10068687
2021
Kwon, YD., Chauhan, J. and Mascolo, C., 2021. FastICARL: Fast incremental classifier and representation learning with efficient budget allocation in audio sensing applications Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 6
Doi: 10.21437/Interspeech.2021-1091
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: 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. CoRR, v. abs/2110.13290
Vallapuram, AK., Nanda, N., Kwon, YD. and Hui, P., 2021. Interpretable business survival prediction Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021,
Doi: 10.1145/3487351.3488353
2020
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: 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: 10.1109/PerComWorkshops48775.2020.9156084
2019
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: 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: 10.1109/MPRV.2019.2947953
