Dr Min Wang

Dr Min Wang

Adjunct Lecturer
UNSW Canberra
School of Systems & Computing

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.

Location
Room 104, Building 15
  • Book Chapters | 2018
    Wang M; Abbass H; Hu J, 2018, 'EEG-based biometrics for person identification and continuous authentication', in Information Security Foundations Technologies and Applications, IET, http://dx.doi.org/10.1049/PBSE001E_ch13
  • Journal articles | 2024
    Wang M; Yin X; Hu J, 2024, 'Cancellable Deep Learning Framework for EEG Biometrics', IEEE Transactions on Information Forensics and Security, 19, pp. 3745 - 3757, http://dx.doi.org/10.1109/TIFS.2024.3369405
    Journal articles | 2023
    Song W; Jia H; Wang M; Wu Y; Xue W; Chou CT; Hu J; Hu W, 2023, 'Pistis: Replay Attack and Liveness Detection for Gait-Based User Authentication System on Wearable Devices Using Vibration', IEEE Internet of Things Journal, 10, pp. 8155 - 8171, http://dx.doi.org/10.1109/JIOT.2022.3231381
    Journal articles | 2023
    Wang M; Wang S; Hu J, 2023, 'PolyCosGraph: A Privacy-Preserving Cancelable EEG Biometric System', IEEE Transactions on Dependable and Secure Computing, 20, pp. 4258 - 4272, http://dx.doi.org/10.1109/TDSC.2022.3218782
    Journal articles | 2023
    Zhang Y; Wang M; Zipperle M; Abbasi A; Tani M, 2023, 'Ranking academic authors for publication venues based on relevance-based co-authorship network', Science Talks, 7, pp. 100231 - 100231, http://dx.doi.org/10.1016/j.sctalk.2023.100231
    Journal articles | 2023
    Zhu Y; Wang M; Yin X; Zhang J; Meijering E; Hu J, 2023, 'Deep Learning in Diverse Intelligent Sensor Based Systems', Sensors, 23, pp. 62, http://dx.doi.org/10.3390/s23010062
    Journal articles | 2023
    2023, 'RelRank: A Relevance-based Author Ranking Algorithm for Individual Publication Venues', , http://dx.doi.org/10.1016/j.ipm.2022.103156
    Journal articles | 2022
    Hussein A; Ghignone L; Nguyen T; Salimi N; Nguyen H; Wang M; Abbass HA, 2022, 'Characterization of Indicators for Adaptive Human-Swarm Teaming', Frontiers in Robotics and AI, 9, pp. 745958, http://dx.doi.org/10.3389/frobt.2022.745958
    Journal articles | 2022
    Tran QN; Turnbull BP; Wang M; Hu J, 2022, 'A Privacy-Preserving Biometric Authentication System with Binary Classification in a Zero Knowledge Proof Protocol', IEEE Open Journal of the Computer Society, 3, pp. 1 - 10, http://dx.doi.org/10.1109/OJCS.2021.3138332
    Journal articles | 2022
    Wang M; Wang S; Hu J, 2022, 'Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems', ArXiv, http://dx.doi.org/10.48550/arXiv.2203.16730
    Journal articles | 2022
    Wang M; Wang S; Hu J, 2022, 'Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems', IEEE Transactions on Information Forensics and Security, http://dx.doi.org/10.1109/TIFS.2022.3204222
    Journal articles | 2022
    Wang M; Yin X; Zhu Y; Hu J, 2022, 'Representation Learning and Pattern Recognition in Cognitive Biometrics: A Survey', Sensors, 22, pp. 5111, http://dx.doi.org/10.3390/s22145111
    Journal articles | 2022
    Zhang Y; Wang M; Saberi M; Chang E, 2022, 'Analysing academic paper ranking algorithms using test data and benchmarks: an investigation', Scientometrics, http://dx.doi.org/10.1007/s11192-022-04429-z
    Journal articles | 2021
    El-Fiqi H; Wang M; Kasmarik K; Bezerianos A; TAN KC; Abbass H, 2021, 'Weighted Gate Layer Autoencoders', IEEE Transactions on Cybernetics, 52, pp. 7242 - 7253, http://dx.doi.org/10.1109/TCYB.2021.3049583
    Journal articles | 2021
    Wang M; Kasmarik K; Bezerianos A; Tan KC; Abbass H, 2021, 'On the channel density of EEG signals for reliable biometric recognition', Pattern Recognition Letters, 147, http://dx.doi.org/10.1016/j.patrec.2021.04.003
    Journal articles | 2020
    Wang M; Hu J; Abbass HA, 2020, 'BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs', Pattern Recognition, 105, http://dx.doi.org/10.1016/j.patcog.2020.107381
    Journal articles | 2020
    Zhang Y; Wang M; Saberi M; Chang E, 2020, 'Knowledge fusion through academic articles: a survey of definitions, techniques, applications and challenges', Scientometrics, http://dx.doi.org/10.1007/s11192-020-03683-3
    Journal articles | 2019
    Wang M; El-Fiqi H; Hu J; Abbass HA, 2019, 'Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States', IEEE Transactions on Information Forensics and Security, 14, pp. 3359 - 3372, http://dx.doi.org/10.1109/TIFS.2019.2916403
    Journal articles | 2019
    Zhang Y; Wang M; Gottwalt F; Saberi M; Chang E, 2019, 'Ranking scientific articles based on bibliometric networks with a weighting scheme', Journal of Informetrics, 13, pp. 616 - 634, http://dx.doi.org/10.1016/j.joi.2019.03.013
    Journal articles | 2019
    Zhang Y; Wang M; Saberi M; Chang E, 2019, 'From Big Scholarly Data to Solution-Oriented Knowledge Repository', Frontiers in Big Data, 2, pp. 38, http://dx.doi.org/10.3389/fdata.2019.00038
    Journal articles | 2018
    Wang M; Abdelfattah S; Moustafa N; Hu J, 2018, 'Deep Gaussian Mixture-Hidden Markov Model for Classification of EEG Signals', IEEE Transactions on Emerging Topics in Computational Intelligence, http://dx.doi.org/10.1109/TETCI.2018.2829981
    Journal articles | 2018
    Hussein A; Ghignone L; Nguyen T; Salimi N; Nguyen H; Wang M; Abbass HA, 2018, 'Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey',
  • Conference Papers | 2022
    Song W; Wang M; Wu Y; Chou CT; Hu J; Hu W, 2022, 'Poster: Towards behavior-independent in-hand user authentication on smartphone using vibration', in Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM, pp. 844 - 846, http://dx.doi.org/10.1145/3495243.3558257
    Conference Papers | 2022
    Zhang Y; Wang M; Zipperle M; Abbasi A; Saberi M, 2022, 'S-index: Significance of Academic Authors to Individual Publication Venues', in Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022, http://dx.doi.org/10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9927818
    Conference Papers | 2020
    Zhang Y; Wang M; Saberi M; Chang E, 2020, 'Towards Expert Preference on Academic Article Recommendation Using Bibliometric Networks', Singapore, presented at Pacific-Asia Conference on Knowledge Discovery and Data Mining, Singapore, 11 May 2020, http://dx.doi.org/10.1007/978-3-030-60470-7_2
    Conference Papers | 2019
    Wang M; Hu J; Abbass H, 2019, 'Stable EEG Biometrics Using Convolutional Neural Networks and Functional Connectivity', in Australian Journal of Intelligent Information Processing Systems, Sydney, Australia, presented at 2019 - 26th International Conference on Neural Information Processing, Sydney, Australia, 12 December 2019 - 15 December 2019, http://ajiips.com.au/papers/V15.3/v15n3_23-30.pdf
    Conference Papers | 2019
    Zhang Y; Saberi M; Wang M; Chang E, 2019, 'K3S: Knowledge-Driven Solution Support System', in Proceedings of the AAAI Conference on Artificial Intelligence, Honolulu,Hawaii, USA, pp. 9873 - 9874, presented at Thirty-Third AAAI Conference on Artificial Intelligence AAAI 19, Honolulu,Hawaii, USA, 27 January 2019, http://dx.doi.org/10.1609/aaai.v33i01.33019873
    Conference Papers | 2018
    Abdelfattah SM; Abdelrahman GM; Wang M, 2018, 'Augmenting the Size of EEG datasets Using Generative Adversarial Networks', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2018.8489727
    Conference Papers | 2018
    El-Fiqi H; Wang M; Salimi N; Kasmarik KE; Barlow M; Abbass H, 2018, 'Convolution Neural Networks for Person Identification and Verification Using Steady State Visual Evoked Potential', in Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, Institute of Electrical and Electronics Engineers (IEEE), Miyazaki, Japan, pp. 1062 - 1069, presented at IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, 07 October 2018 - 10 October 2018, http://dx.doi.org/10.1109/SMC.2018.00188
    Preprints | 2018
    Hussein A; Ghignone L; Nguyen T; Salimi N; Nguyen H; Wang M; Abbass HA, 2018, Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey, , http://dx.doi.org/10.48550/arxiv.1803.03093
    Conference Papers | 2018
    Wang M; Hu J; Abbass HA, 2018, 'Multi-scale Weighted Inherent Fuzzy Entropy for EEG Biomarkers', in IEEE International Conference on Fuzzy Systems, IEEE, Rio de Janeiro, Brazil, presented at 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Rio de Janeiro, Brazil, 08 July 2018 - 13 July 2018, http://dx.doi.org/10.1109/Fuzz-Ieee.2018.8491544
    Conference Papers | 2018
    Wang M; Hussein A; Rojas RF; Shafi K; Abbass HA, 2018, 'EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction', in Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018, pp. 350 - 357, http://dx.doi.org/10.1109/SSCI.2018.8628649
    Conference Papers | 2016
    Wang M; Abbass H; Hu J; Merrick K, 2016, 'Detecting Rare Visual and Auditory Events from EEG Using Pairwise-Comparison Neural Networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, China, pp. 90 - 101, presented at The 8th International Conference on Brain-Inspired Cognitive Systems, China, - , http://dx.doi.org/10.1007/978-3-319-49685-6_9
    Conference Papers | 2016
    Wang M; Abbass HA; Hu J, 2016, 'Continuous Authentication Using EEG and Face Images for Trusted Autonomous Systems', in 2016 14th Annual Conference on Privacy, Security and Trust (PST), IEEE, Auckland, New Zealand, pp. 368 - 375, presented at Annual Conference on Privacy, Security and Trust, Auckland, New Zealand, 12 December 2016 - 14 December 2016, http://dx.doi.org/10.1109/PST.2016.7906958

  • 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 

  • UNSW DGFI Seed Funding Award 2023

  • 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

  • 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 Research Supervision

  • 3D fingerprint, PhD

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