Publication

Conference and Journal Papers:

2021

  • Wuyang Zhang, Zhezhi He, Luyang Liu, Zhenhua Jia, Yunxin Liu, Marco Gruteser, Dipankar Raychaudhuri, Yanyong Zhang, "Elf: Accelerate High-resolution Mobile Deep Vision with Content-aware Parallel Offloading", in Proceedings the ACM International Conference On Mobile Computing And Networking (ACM MobiCom), New Orleans, United States, Oct. 25 - Oct. 29 2021. [PDF]

2020

  • Mariusz Bojarski, Chenyi Chen, Joyjit Daw, Alperen Değirmenci, Joya Deri, Bernhard Firner, Beat Flepp, Sachin Gogri, Jesse Hong, Lawrence Jackel, Zhenhua Jia, BJ Lee, Bo Liu, Fei Liu, Urs Muller, Samuel Payne, Nischal Kota Nagendra Prasad, Artem Provodin, John Roach, Timur Rvachov, Neha Tadimeti, Jesper van Engelen, Haiguang Wen, Eric Yang, and Zongyi Yang, "The NVIDIA PilotNet Experiments", arXiv preprint arXiv:2010.08776 (2020). [PDF]

  • Musaab Alaziz, Zhenhua Jia, Richard E. Howard, Xiaodong Lin, and Yanyong Zhang, "In-Bed Body Motion Detection and Classification System." ACM Transactions on Sensor Networks (TOSN) 16.2 (2020): 1-26. [PDF]

2019

  • Zhenhua Jia, "Unobtrusive Vital Sign Detection through Ambient Physical Vibrations", PhD diss., Rutgers The State University of New Jersey, School of Graduate Studies, 2019. [PDF]

  • Wuyang Zhang, Sugang Li, Luyang Liu, Zhenhua Jia, Yanyong Zhang and Dipankar Raychaudhuri, "Hetero-Edge: Orchestration of Real-time Vision Applications on Heterogeneous Edge Clouds", in Proceedings the IEEE International Conference on Computer Communications (IEEE INFOCOM), Paris, France, Apr. 29 - May 2, 2019. – AR: 19.7% (288 out of 1464) [PDF]

  • Musaab Alaziz, Zhenhua Jia, Murtadha Aldeer, Richard Howard and Yanyong Zhang, "MotionPhone: a Wireless Geophone-Based In-Bed Body Motion Detection and Classification System", in Proceedings the International Conference on Cybernetics and Intelligent Systems (ICORIS), Bali, Indonesia, Aug. 22 - Aug. 23, 2019 [PDF]

2018

  • Zhenhua Jia, Xinmeng Lyu, Wuyang Zhang, Richard P. Martin, Richard E. Howard and Yanyong Zhang, "Continuous Low-Power Ammonia Monitoring Using Long Short-Term Memory Neural Networks", in Proceedings the 16th ACM International Conference on Embedded Networked Sensor Systems (ACM SenSys), Shenzhen, China, Nov. 4-7, 2018. – AR: 15.6% (23 out of 147) [PDF][Slides]

  • Amelie Bonde, Shijia Pan, Zhenhua Jia, Yanyong Zhang, Hae Young Noh, and Pei Zhang, “VVRRM: Vehicular Vibration-based Heart RR-Interval Monitoring System”, in Proceedings of the 19th ACM International Workshop on Mobile Computing Systems and Applications (ACM HotMobile), Tempe, Arizona, USA, Feb. 12-13, 2018. – AR: 29.2% (19 out of 65) [PDF]

2017

  • Zhenhua Jia, Amelie Bonde, Sugang Li, Chenren Xu, Jingxian Wang, Yanyong Zhang, Richard E. Howard, and Pei Zhang, “Monitoring a Person's Heart Rate and Respiratory Rate During Sleep on a Shared Bed Using Geophones”, in Proceedings the 15th ACM International Conference on Embedded Networked Sensor Systems (ACM SenSys), Delft, The Netherlands, Nov. 6-8, 2017. – AR: 17.2% (26 out of 151) [PDF] [Slides]

  • Musaab Alaziz, Zhenhua Jia, Richard E. Howard, Xiaodong Lin, and Yanyong Zhang, "MotionTree: A Tree-Based In-Bed Body Motion Classification System Using Load-Cells”, in Proceeding the 2nd IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (IEEE/ACM CHASE), Philadelphia, Pennsylvania, USA, Jul. 17-19, 2017. [PDF]

  • Yujun Xiao, Wenyuan Xu, Zhenhua Jia, Zhuoran Ma, and Donglian Qi, “NIPAD: a non-invasive power-based anomaly detection scheme for programmable logic controllers”, Frontiers of Information Technology & Electronic Engineering (FITEE), Apr. 2017. [PDF]

2016

  • Musaab Alaziz, Zhenhua Jia, Jian Liu, Richard E. Howard, Yingying Chen, and Yanyong Zhang, “MotionScale: A Body Motion Monitoring System Using Bed-Mounted Wireless Load Cells”, in Proceeding the 1st IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies (IEEE CHASE), Washington DC, USA, Jun. 27-29, 2016. [PDF]

  • Zhenhua Jia, Musaab Alaziz, Xiang Chi, Richard E. Howard, Yanyong Zhang, Pei Zhang, Wade Trappe, Anand Sivasubramaniam, and Ning An, "HB-Phone: a Bed-Mounted Geophone-Based Heartbeat Monitoring System," in Proceedings the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks (ACM/IEEE IPSN), Vienna, Austria, Apr. 11-14, 2016. – AR: 19.6% (23 out of 117) [PDF] [Slides] [Video]

Demos, Posters and PhD Forum:

Xiaoran Fan, Zhenzhou Qi, Zhenhua Jia and Yanyong Zhang, "Poster Abstract: Enabling Concurrent IoT Transmissions in Distributed C-RAN", in Proceedings the 16th ACM International Conference on Embedded Networked Sensor Systems (ACM SenSys), Shenzhen, China, Nov. 4-7, 2018. [PDF]

Zhenhua Jia, "Ph.D. Forum Abstract: Separating Heartbeats from Multiple People on One Bed Using Geophones," in Proceedings the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (ACM/IEEE IPSN), Pittsburgh, Pennsylvania, USA, Apr. 18-21, 2017. [PDF]

Zhenhua Jia, Richard E. Howard, Yanyong Zhang, and Pei Zhang, "Demo Abstract: HB-Phone: a Bed-Mounted Geophone-Based Heartbeat Monitoring System," in Proceedings the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (ACM/IEEE IPSN), Pittsburgh, Pennsylvania, USA, Apr. 18-21, 2017. [PDF] [Video]