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Researcher

Dr Min Wang

Keywords

Fields of Research (FoR)

Pattern recognition, Human-centred computing, Machine learning, Information systems

Biography

I am a researcher in computational intelligence and human-centred computing. My research focuses on deep learning for signal processing, pattern recognition and information integration, and covers various technological contexts such as brain-computer interfaces, human-computer interaction, biometrics and information systems. I have designed and developed deep learning models and frameworks for signal processing, feature retrieval,...view more

I am a researcher in computational intelligence and human-centred computing. My research focuses on deep learning for signal processing, pattern recognition and information integration, and covers various technological contexts such as brain-computer interfaces, human-computer interaction, biometrics and information systems. I have designed and developed deep learning models and frameworks for signal processing, feature retrieval, representation learning and pattern recognition in biometric systems, human-machine systems, information integration systems and recommender systems. Recently, I also expanded my work in other directions, including information security (especially in biometric systems), privacy and security aspects of AI, and AI for cyber-physical security in smart grids.


My Grants

  • Shadi Abpeikar, Maryam Ghodrat, Terry Frankcombe and Min Wang, Li-ion Battery Fire Risk Mitigation Using Deep Learning Approach, UNSW Faculty Seed Funding (49,000 AUD), 2023-2024
  • Min Wang, Smart Grid Vulnerability and Defense Under Cascading Failure Attacks, UNSW DGFI Seed Funding (25,000 AUD), 2023
  • Min Wang, Kangjing Li, Jo Plested, Huadong Mo and Jiankun Hu, A Novel Deep Learning-based Algorithm for Online Classification, Identification, and Prediction of Cascading Cyber-physical Failures in Smart Grids, UNSW Research Funding (19,142 AUD), 2023 
  • Christine Boshuijzen-van Burken, Nan Sun, Min Wang, Shabnam Kasra Kermanshahi and Jiankun Hu, Ethically Aligned AI Cyberbullying Detection Tools, UNSW Research Funding (23,110 AUD), 2023 

My Awards

  • UNSW DGFI Seed Funding Award 2023

My Research Activities

  • Associate Editor (2024 - ), IEEE Transactions on Artificial Intelligence (TAI)
  • Guest Editor, Sensors
  • Welcome to submit your papers to Special Issue - Sensor Technologies and Intelligent Computing for Biometric Signal Analysis and Pattern Recognition
  • Guest Editor, Frontiers in Neuroinformatics
  • Welcome to submit your papers to Research Topic - Addressing Large Scale Computing Challenges in Neuroscience: Current Advances and Future Directions
  • Guest Editor, Sensors
  • Welcome to submit your papers to Special Issue - Advances in Biometrics: Sensors, Algorithms, and Systems
  • Reviewer, IEEE Transactions on Information Forensics and Security
  • Reviewer, IEEE Transactions on Industrial Informatics
  • Reviewer, IEEE Transactions on Cybernetics
  • Reviewer, IEEE Transactions on Neural Systems and Rehabilitation Engineering
  • Reviewer, ACM Computing Surveys
  • Reviewer, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)
  • Reviewer, IEEE Transactions on Cognitive and Developmental Systems
  • Reviewer, IEEE Transactions on Emerging Topics in Computational Intelligence
  • Reviewer, Scientific Reports
  • Reviewer, IEEE Access

My Research Supervision


Supervision keywords


Areas of supervision

  • Biometrics
  • Brain-computer interfaces
  • Machine learning and pattern recognition
  • Human-centred computing
  • Computational intelligence in human-computer interaction
  • Privacy and information security

Currently supervising

  • 3D fingerprint, PhD

My Engagement

  • Invited Talk on Brain Biometrics, Keynote Speaker, IEEE UNSW sector & WIE ACT sector, 2022
  • Invited Talk on Point Cloud Learning, Keynote Speaker, UNSW.ai Workshop, 2022
  • Invited Talk on Brain-Computer Interface Systems, Keynote Speaker, Brain-Computer Interface Competition Award Ceremony, 2022
  • Founder and coordinator of the ECR Intelligent Security Group, 2022 - now
  • UNSW ECR representative, Science at the Shine Dome, 2022
  • Committee member of the Early Career Academic Network (ECAN) UNSW Canberra, 2022 - now
  • Publicity Co-Chair of the 2020 IEEE Symposium Series on Computational Intelligence (IEEE SSCI), 2020

My Teaching

  • ZEIT1102 Introduction to Programming - S2 2022
  • ZEIT3112 Special Topic 2 (Supervisor) - S2 2022
  • ZEIT3118 IT Project 1- S1 2022
  • ZEIT4226 Digital Image Processing - S2 2021
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Location

Room 104, Building 15