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Jianxin R. Zhao
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2020 – today
- 2023
- [j6]Jianxin R. Zhao, Xinyu Chang, Yanhao Feng, Chi Harold Liu, Ningbo Liu:
Participant Selection for Federated Learning With Heterogeneous Data in Intelligent Transport System. IEEE Trans. Intell. Transp. Syst. 24(1): 1106-1115 (2023) - 2022
- [b2]Liang Wang, Jianxin R. Zhao, Richard Mortier:
OCaml Scientific Computing - Functional Programming in Data Science and Artificial Intelligence. Undergraduate Topics in Computer Science, Springer 2022, ISBN 978-3-030-97644-6, pp. 3-328 - [j5]Jianxin R. Zhao
, Yanhao Feng, Xinyu Chang, Chi Harold Liu:
Energy-efficient client selection in federated learning with heterogeneous data on edge. Peer-to-Peer Netw. Appl. 15(2): 1139-1151 (2022) - [j4]Jianxin R. Zhao
, Rui Han
, Yongkai Yang, Benjamin Catterall, Chi Harold Liu
, Lydia Y. Chen
, Richard Mortier, Jon Crowcroft
, Liang Wang
:
Federated Learning With Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge. IEEE Trans. Serv. Comput. 15(2): 614-626 (2022)
2010 – 2019
- 2019
- [b1]Jianxin R. Zhao:
Optimisation of a modern numerical library: a bottom-up approach. University of Cambridge, UK, 2019 - 2018
- [j3]Andy Crabtree
, Tom Lodge, James A. Colley, Chris Greenhalgh, Kevin Glover, Hamed Haddadi, Yousef Amar, Richard Mortier, Qi Li, John Moore, Liang Wang, Poonam Yadav, Jianxin R. Zhao, Anthony Brown, Lachlan Urquhart
, Derek McAuley
:
Building accountability into the Internet of Things: the IoT Databox model. J. Reliab. Intell. Environ. 4(1): 39-55 (2018) - [c6]Jianxin R. Zhao, Richard Mortier, Jon Crowcroft, Liang Wang:
Privacy-Preserving Machine Learning Based Data Analytics on Edge Devices. AIES 2018: 341-346 - [c5]Sandra Servia Rodríguez, Liang Wang, Jianxin R. Zhao, Richard Mortier, Hamed Haddadi:
Privacy-Preserving Personal Model Training. IoTDI 2018: 153-164 - [c4]Jianxin R. Zhao, Tudor Tiplea, Richard Mortier, Jon Crowcroft, Liang Wang:
Data Analytics Service Composition and Deployment on IoT Devices. MobiSys 2018: 502-504 - [c3]Jianxin R. Zhao, Tudor Tiplea, Richard Mortier, Jon Crowcroft, Liang Wang:
Data Analytics Service Composition and Deployment on Edge Devices. Big-DAMA@SIGCOMM 2018: 27-32 - [i3]Jianxin R. Zhao, Tudor Tiplea, Richard Mortier, Jon Crowcroft, Liang Wang:
Data Analytics Service Composition and Deployment on Edge Devices. CoRR abs/1805.05995 (2018) - 2017
- [j2]Chi Harold Liu, Jianxin R. Zhao, Honggang Zhang
, Song Guo, Kin K. Leung, Jon Crowcroft:
Energy-Efficient Event Detection by Participatory Sensing Under Budget Constraints. IEEE Syst. J. 11(4): 2490-2501 (2017) - [i2]Sandra Servia Rodríguez, Liang Wang, Jianxin R. Zhao, Richard Mortier, Hamed Haddadi:
Personal Model Training under Privacy Constraints. CoRR abs/1703.00380 (2017) - [i1]Jianxin R. Zhao, Richard Mortier, Jon Crowcroft, Liang Wang:
User-centric Composable Services: A New Generation of Personal Data Analytics. CoRR abs/1710.09027 (2017) - 2016
- [c2]Richard Mortier, Jianxin R. Zhao, Jon Crowcroft, Liang Wang, Qi Li, Hamed Haddadi, Yousef Amar, Andy Crabtree
, James A. Colley, Tom Lodge, Tosh Brown
, Derek McAuley
, Chris Greenhalgh
:
Personal Data Management with the Databox: What's Inside the Box? CAN@CoNEXT 2016: 49-54 - 2015
- [j1]Hui Gao
, Chi Harold Liu, Wendong Wang, Jianxin R. Zhao, Zheng Song, Xin Su, Jon Crowcroft
, Kin K. Leung:
A Survey of Incentive Mechanisms for Participatory Sensing. IEEE Commun. Surv. Tutorials 17(2): 918-943 (2015) - [c1]Jianxin R. Zhao, Chi Harold Liu, Min Chen
, Xue Liu, Kin K. Leung:
Energy-efficient dynamic event detection by participatory sensing. ICC 2015: 3180-3185
Coauthor Index

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