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
- 6 Active
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Big data analysis and knowledge discovery for the taxi industry in Hong Kong
SHEN, J. (PI)
1/07/24 → 31/12/24
Project: Grant Research
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Robust Volatile Traffic Demand Prediction: When deep learning meets mobile crowdsensing
SHEN, J. (PI)
1/07/24 → 30/06/25
Project: Grant Research
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Acoustic-based contact-free gesture recognition for human-computer interaction
SHEN, J. (PI)
1/06/23 → 28/02/25
Project: Other Knowledge Transfer
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., 1 Jul 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 7, p. 7164-7177 14 p.Research output: Journal Publications › Journal Article (refereed) › peer-review
16 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
2 Citations (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
47 Citations (Scopus)