Projects per year
Personal profile
Name in Chinese
沈家星
Biography
Jiaxing Shen received a B.E. degree in Software Engineering from Jilin University in 2014, and a Ph.D. degree in Computer Science from the Hong Kong Polytechnic University in 2019. He was a visiting scholar at the Media Lab, Massachusetts Institute of Technology in 2017.
His research theme is Human Dynamics which aims to understand human behavior and provide actionable insights via cross-disciplinary approaches. Under the theme, his research interests include mobile computing, data mining, and IoT systems. His research has been published in top-tier journals such as IEEE TMC, IEEE TKDE, ACM TOIS, and ACM IMWUT. He obtained two best paper awards including one from IEEE INFOCOM 2020.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computing, Doctor of Philosophy, Hong Kong Polytechnic University
Award Date: 1 Sept 2019
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Collaborations and top research areas from the last five years
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Projects
- 4 Active
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Acoustic-based contact-free gesture recognition for human-computer interaction
1/06/23 → 28/02/25
Project: Other Knowledge Transfer
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Knowledge Graph-based Recommendation Framework for Manual Network Configuration
1/05/23 → 30/04/25
Project: Grant Research
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Balancing User Privacy and Data Utility in Mobile Crowdsensing
27/03/23 → 26/03/26
Project: Grant Research
Research output
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MBA-STNet: Bayes-enhanced Discriminative Multi-task Learning for Flow Prediction
MIAO, H., SHEN, J., CAO, J., XIA, J. & WANG, S., 2 Jun 2022, (E-pub ahead of print) In: IEEE Transactions on Knowledge and Data Engineering. 14 p.Research output: Journal Publications › Journal Article (refereed) › peer-review
4 Citations (Scopus) -
User Profiling Based on Nonlinguistic Audio Data
SHEN, J., CAO, J., LEDERMAN, O., TANG, S. & PENTLAND, A. S., Jan 2022, In: ACM Transactions on Information Systems. 40, 1, 23 p., 17.Research output: Journal Publications › Journal Article (refereed) › peer-review
1 Citation (Scopus) -
Push the Limit of Acoustic Gesture Recognition
WANG, Y., SHEN, J. & ZHENG, Y., May 2022, In: IEEE Transactions on Mobile Computing. 21, 5, p. 1798-1811 14 p.Research output: Journal Publications › Journal Article (refereed) › peer-review
11 Citations (Scopus)