Hong Jia
ABSTRACT
The rapid development of mobile sensors and machine learning techniques has enabled the utilization of diverse sensor data in many applications. However, the design and implementation of these algorithms and systems to achieve ubiquitous, secure, and efficient real-world solutions remains challenging. This paper discusses various effective solutions to overcome these challenges and underscores potential future directions.
- Hong Jia, Jiawei Hu, and Wen Hu. 2021. SwingNet: Ubiquitous Fine-Grained Swing Tracking Framework via Stochastic Neural Architecture Search and Adversarial Learning. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 5, 3 (2021), 1--21.Google Scholar
Digital Library
- Hong Jia, Jun Liu, Yuezhong Wu, Tomasz Bednarz, Lina Yao, and Wen Hu. 2021. Condor: Mobile Golf Swing Tracking via Sensor Fusion using Conditional Generative Adversarial Networks.. In EWSN. 31--42.Google Scholar
- Qi Lin, Shuhua Peng, Yuezhong Wu, Jun Liu, Hong Jia, Wen Hu, Mahbub Hassan, Aruna Seneviratne, and Chun H Wang. 2023. Subject-Adaptive Loose-Fitting Smart Garment Platform for Human Activity Recognition. ACM Transactions on Sensor Networks (2023).Google Scholar
- Qi Lin, Weitao Xu, Guohao Lan, Yesheng Cui, Hong Jia, Wen Hu, Mahbub Hassan, and Aruna Seneviratne. 2020. KEHKey: Kinetic energy harvester-based authentication and key generation for body area network. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4, 1 (2020), 1--26.Google ScholarDigital Library
- Chengwen Luo, Zhongru Yang, Xingyu Feng, Jin Zhang, Hong Jia, Jianqiang Li, Jiawei Wu, and Wen Hu. 2021. Rfaceid: Towards rfid-based facial recognition. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 5, 4 (2021), 1--21.Google ScholarDigital Library
- Nhat Pham, Hong Jia, Minh Tran, Tuan Dinh, Nam Bui, Young Kwon, Dong Ma, Phuc Nguyen, Cecilia Mascolo, and Tam Vu. 2022. PROS: an efficient pattern-driven compressive sensing framework for low-power biopotential-based wearables with on-chip intelligence. In Proceedings of the 28th Annual International Conference on Mobile Computing And Networking. 661--675.Google ScholarDigital Library
- Wei Song, Hong Jia, Min Wang, Yuezhong Wu, Wanli Xue, Chun Tung Chou, Jiankun Hu, and Wen Hu. 2022. Pistis: Replay Attack and Liveness Detection for Gait-based User Authentication System on Wearable Devices Using Vibration. IEEE Internet of Things Journal (2022).Google Scholar
- Yanxiang Wang, Jiawei Hu, Hong Jia, Wen Hu, Mahbub Hassan, Ashraf Uddin, Brano Kusy, and Moustafa Youssef. 2023. Spectral-Loc: Indoor Localization using Light Spectral Information. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 7, 1 (2023), 1--26.Google ScholarDigital Library
- Yuezhong Wu, Qi Lin, Hong Jia, Mahbub Hassan, and Wen Hu. 2020. Auto-Key: Using autoencoder to speed up gait-based key generation in body area networks. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4, 1 (2020), 1--23.Google ScholarDigital Library
- Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I Gonzales, Soren Brage, Nicholas Wareham, and Cecilia Mascolo. 2022. Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction. arXiv preprint arXiv:2211.10475 (2022).Google Scholar
Index Terms
- Ubiquitous, Secure, and Efficient Mobile Sensing Systems
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