Recruitment

• A highly competitive salary and abundant research opportunities for Research Assistants and Postdoctoral Fellows in Multi-Stage Learning: An Effective Learning Paradigm for Multistage Systems, Jan 2021.
• Self-motivated PhD students under Hong Kong PhD Fellowship scheme and PolyU PhD Fellowship Scheme, Jun 2021.

News

• "Automated Post Scoring: Evaluating Posts with Topics and Quoted Posts in Online Forum" has been accepted by World Wide Web Journal, Jan 2022.
• "Repetitive Activity Monitoring from Multivariate Time Series: A Generic and Efficient Approach" has been accepted by IEEE MASS, Jul 2021.
• PolyU ranked 66 around the world in QS 2022! 🎉🎉🎉
• "User Profiling based on Nonlinguistic Audio Data" has been accepted by ACM TOIS, Jun 2021.
• "Automatically Select Emotion for Response via Personality-affected Emotion Transition" has been accepted by ACL Findings, May 2021.
• "Preference-aware Edge Server Placement in the Internet of Things" has been accepted by IEEE Internet of Things Journal, May 2021.

Journal

• R Yang, J Cao, Z Wen, and J Shen*, . "Automated Post Scoring: Evaluating Posts with Topics and Quoted Posts in Online Forum." Accepted by World Wide Web Journal (CCF B), 2022.
• J Shen, O Lederman, J Cao, S Tang, and A Pentland. "User Profiling based on Nonlinguistic Audio Data." Accepted by ACM TOIS (CCF A), 2021.
• Y Chen, Y Lin, Z Zheng, P Yu, J Shen, M Guo. "Preference-aware Edge Server Placement in the Internet of Things." Accepted by IEEE Internet of Things Journal (JCR Q1), 2021.
• J Shen, J Cao, and X Liu. "BaG: Behavior-aware Group Detection in Crowded Urban Spaces using WiFi Probes." Accepted by IEEE TMC (CCF A), 2020.
• Y Wang, J Shen, and Y Zheng. "Push the Limit of Acoustic Gesture Recognition." Accepted by IEEE TMC (CCF A), 2020.
• J Shen, M Ma, R Xiang, Q Lu, E Vallejos, G Xu, C Huang, Y Long. "Dual memory network model for sentiment analysis of review text." Accepted by Knowledge-Based Systems (JCR Q1), 2020.
• J Shen, J Cao, X Liu, and S Tang. "SNOW: Detecting Shopping Groups Using WiFi." Accepted by IEEE Internet of Things Journal (JCR Q1), 2018.
• J Shen, J Cao, X Liu, C Zhang. "DMAD: Data-Driven Measuring of WiFi Access Point Deployment in Urban Spaces." Accepted by ACM TIST (JCR Q1), 2017.
• Y Chen, M Guo, J Shen, J Cao "GraphLoc: a Graph-based method for Indoor Subarea Localization with Zero-configuration." Accepted by Personal and Ubiquitous Computing (JCR Q1), 2017.

Conference

• CT Li, J Shen*, Y Yang, J Cao, and M Stojmenovic. "Automatically Select Emotion for Response via Personality-affected Emotion Transition." Accepted by IEEE MASS (CCF C), 2021.
• Z Wen, J Cao, R Yang, S Liu and J Shen. "Automatically Select Emotion for Response via Personality-affected Emotion Transition." Accepted by ACL Findings (CCF A), 2021.
• Y Wang, J Shen, and Y Zheng. "Push the Limit of Acoustic Gesture Recognition." Accepted by IEEE INFOCOM (CCF A, rate: 19.8%), online, 2020. 🏆[Best Paper]
• Y Yang, Z Wen, J Cao, J Shen, H Yin, X Zhou. "EPARS: Early Prediction of At-Risk Students with Online and Offline Learning Behaviors." Accepted by DASFAA (CCF B), 2020.
• Y Yang, J Cao, J Shen, R Yang, Z Wen. "Learning Analytics Based on Multilayer Behavior Fusion." Accepted by ICBL, 2020.
• J Shen, J Cao, and X Liu. "BaG: Behavior-aware Group Detection in Crowded Urban Spaces using WiFi Probes." Accepted by WWW (CCF A, rate: 18%) in San Francisco, 2019.
• E Wen, J Cao, J Shen, X Liu. "Fraus: Launching cost-efficient and scalable mobile click fraud has never been so easy." Accepted by IEEE Conference on Communications and Network Security (CNS), 2018.
• J Shen, O Lederman, J Cao, F Berg, S Tang, and A Pentland. "GINA: Group Gender Identification Using Privacy-Sensitive Audio Data." Accepted by IEEE ICDM (CCF B, rate: 8.86%) in Singapore, 2018.
• X Liu, J Wen, S Tang, J Cao, and J Shen. "City-Hunter: Hunting Smartphones in Urban Areas." Accepted by IEEE ICDCS (CCF B), 2017.
• Y Chen, M Guo, J Shen, and J Cao. "A Graph-based Method for Indoor Sub-area Localization with Zero-configuration." Accepted by UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld, 2016. 🏆[Best paper]
• J Shen, J Cao, X Liu, J Wen, Y Chen. "Feature-based room-level localization of unmodified smartphones." Accepted by Smart City 360, 2016.

Teaching

• COMP1011 Programming Fundamentals, 2020
• COMP4442 Service and Cloud Computing, 2021

Professional Services

Journal Reviewer

• IEEE Transactions on Mobile Computing
• ACM Computing Surveys
• INFORMS Journal on Computing
• ACM Transactions on Intelligent Systems and Technology
• ACM Transactions on Cyber-Physical Systems
• IEEE Transactions on Big Data

Conference Reviewer

• IJCAI 2017, 2021
• ICDCS 2016
• IEEE Percom 2016
• MOBIQUITOUS 2016

Selected Awards

• Best Paper Award of IEEE INFOCOM, Jul 2020
• National Scholarship of China, Aug 2013