Biography
Dr. Zimu Zhou is currently an assistant professor at the School of Data Science (SDSc), City University of Hong Kong. He received his Ph.D. in 2016 in the Department of Computer Science and Engineering, Hong Kong University of Science and Technology (HKUST), and his B.E. in 2011 in the Department of Electronic Engineering, Tsinghua University. From 2016 to 2019, he was a postdoctoral researcher at the Computer Engineering and Networks Laboratory, ETH Zurich. From 2020 to 2022, he was an assistant professor at the School of Computing and Information Systems (SCIS), Singapore Management University (SMU).
Research Interests/Areas
Dr. Zhou works on mobile and ubiquitous computing, with a focus on AIoT (AI + IoT). The vision is to integrate sensing, computing and decision-making into everyday IoT systems for intelligent individual and urban services. He designs algorithms and software to enable efficient, scalable, and high-fidelity perception and reaction on resource-constrained IoT platforms and systems. His research adopts an interdisciplinary approach and draws insights from mobile systems, machine learning, and domain sciences. Some on-going research topics include:
- On-device Inference & Training
- Personalized Federated Learning
- Federated Spatial Queries
Editor or Editorial Membership
- Journal Editorship
- Associate Editor, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2020 -
- Young Associate Editor, Springer Frontiers of Computer Science (FCS), 2020 - 2022
- Conference Chair/Co-Chair
- 2023: MDM (Proceedings Chair)
- 2022: ICPADS (TPC Track Co-Chair, Big Data & Machine Learning System Track)
- 2021: MASS (TPC Track Co-Chair, AI/ML-based Smart Design Track)
- Conference TPC Member
- 2023: DCOSS-IoT, ICDE, KDD, PerCom, VLDB, TheWebConf
- 2022: AAAI (Senior PC), KDD, PerCom, SenSys
- 2021: AAAI, CVPR, KDD, WoWMoM
- 2020: DASFAA, WoWMoM
- 2019: ICCCN, ICPADS, WCNC, WoWMoM
- 2018: DCOSS, MobiQuitous, WCNC, WoWMoM
- 2017: ICPADS, MobiQuitous, UIC, WoWMoM
Prizes/Honours
- Best Paper Award, IEEE MDM, 2021
- Best Student Paper Award, IEEE MDM, 2021
- Best Innovation Paper Award, IEEE UIC, 2019
- Distinguished Paper Award, ACM IMWUT (vol.1), 2018
- Best Paper Award, IEEE ICPADS, 2017
- Honorable Mention Award, ACM CHI, 2017
- Best Paper Award, Tsinghua Science and Technology, 2016
- Best Paper Runner-Up, EAI MobiQuitous 2016
Fingerprint
Below displays the top Fingerprint concepts, per subject area for this Expert. Fingerprint concepts that appear on this page are based on all the research output produced by this Expert.
