I am currently a Ph.D. student in the CSE department of the Hong Kong University of Science and Technology (HKUST). My advisors are Prof. Nevin L. Zhang and Prof. Zhihong Li. My research interests mainly include Brain-Computer Interface (BCI) and Machine Learning, aiming at building intelligent BCI systems.
Currently, I am working on: 1) EEG Representation Learning (Self-Supervised Learning); 2) Evaluation of Clinical Solutions using EEG.

🔥 News

• 2025.12:  🎉 HKUST PQE Pass!
• 2024.09:  🎉 HKUST New Semester Begins!

📝 Publications

📄 Conference / Journal Papers

Bidirectional Temporal Dynamics Modeling for EEG-based Driving Fatigue Recognition YIP Tin Po*, Jianming WANG*, Yutao Miao, Jiayan Zhang, Yunxu Zhao, Xiaomin Ouyang, Zhihong Li, Nevin L. Zhang [Project] Proposed DeltaGateNet, featuring a Bidirectional Delta module to capture asymmetric neural activation and suppression. Utilized Gated Temporal Convolution with residual learning to extract robust long-term temporal dependencies.

📜 Patents

Patent 2024

Nerve Tissue Transmission Bioelectric Signal Processing Method and Equipment Jianming WANG, Jiapeng He, Yifan Yin, Junshi Li, Dong Huang China National Intellectual Property Administration, 2024. Method and equipment for processing bioelectric signals from nerve tissue transmission.

Patent 2023

Determination Method and Apparatus for Wake‑promoting Electrical Stimulation Protocol in Disorders of Consciousness Rehabilitation Jianming WANG, Jiapeng He, Hao Kang, Yifan Yin, Xianghua Lin, Junshi Li China National Intellectual Property Administration, 2023. A wake-promoting system for rehabilitation of consciousness disorders.

Patent 2023

Bruxism Event Detection System and Bruxism Data Processing Method Jianming WANG, Junshi Li, Dong Huang China National Intellectual Property Administration, 2023. System and method for detecting bruxism events and processing related data.

Patent 2023

Method and System for Detecting Bruxism Movements Jianming WANG, Junshi Li, Dong Huang China National Intellectual Property Administration, 2023. Method and system specifically for detecting bruxism movements.

Patent 2023

An Electromyography Recording Electrode, Signal Collection Device, and Bruxism Diagnosis Apparatus Jianming WANG, Hao Kang, Junshi Li, Dong Huang China National Intellectual Property Administration, 2023. A portable, flexible electrode for self‑administered, at‑home bruxism diagnosis.

🎖 Honors and Awards

• 2023.12: Member, HKUST SENG-BICI Entrepreneurship PhD Program [Link]
• 2023.06: Jingjinji National Center of Technology Innovation Excellent Graduate [Link]
• 2023.06: Jingjinji National Center of Technology Innovation Cyan Innovatician [Link]
• 2020.09: Member, HKUST Innovation Leaders Program [Link]
• 2019.12: China Unicom Big Data Scholarship
• BNU-HKBU First Prize Scholarship（2019）& Second Prize Scholarship（2017，2018）

📖 Educations

• 2024.08 - Now: Ph.D. student in Computer Science and Engineering, HKUST.
• 2020.08 - 2023.08: MSc in Big Data Technology, HKUST.
• 2018.07 - 2018.08: Summer Exchange Student, Cornell University.
• 2016.08 - 2020.08: BSc in Computer Science, BNU-HKBU UIC.

💻 Internships

• 2020.09 - 2021.01: Machine Learning Engineer, WeBank.
• 2019.07 - 2019.08: Big Data Intern, China Unicom.

👨‍🏫 Teaching Assistant

• 2025 Fall: CSIT5910 & MSBD5012: Machine Learning, Head TA, HKUST
• 2025 Spring: COMP 5212: Machine Learning, Head TA, HKUST