Dr Min Wang

Back to

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...

Location

Room 104, Building 15

Book Chapters | 2024

Gong Y; Wang M; Zhang Y; Zhang W; Pang S, 2024, 'A Unified Deep Learning-Based EEG Biometric Authentication System for Cross-Session Scenarios', in Advanced Data Mining and Applications 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3–5, 2024, Proceedings, Part IV, Springer Nature, pp. 48 - 62, http://dx.doi.org/10.1007/978-981-96-0840-9_4

Book Chapters | 2024

Jiang A; Zhang Y; Mo H; Wang M; Zhang W, 2024, 'Learning and Mapping Academic Topic Evolution Evolving - Topics in the Australian National Disability Insurance Scheme', in Advanced Data Mining and Applications 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3–5, 2024, Proceedings, Part I, Springer Nature, pp. 131 - 145, http://dx.doi.org/10.1007/978-981-96-0811-9_10

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 | 2025

Mogharen Askarin M; Wang M; Yin X; Jia X; Hu J, 2025, 'U-Net-Based Fingerprint Enhancement for 3D Fingerprint Recognition', Sensors, 25, http://dx.doi.org/10.3390/s25051384

Journal articles | 2024

Nguyen TV; Wang M; Maisto D, 2024, 'Editorial: Addressing large scale computing challenges in neuroscience: current advances and future directions', Frontiers in Neuroinformatics, 18, http://dx.doi.org/10.3389/fninf.2024.1534396

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 Bertuol M, 2023, 'RelRank: A Relevance-based Author Ranking Algorithm for Individual Publication Venues', Information Processing and Management, 60, pp. 103156, http://dx.doi.org/10.1016/j.ipm.2022.103156

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 | 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 | 2024

Wang M; Boshuijzen-van Burken C; Sun N; Kasra Kermanshahi S; Zhang Y; Hu J, 2024, 'VirtuGuard: Ethically Aligned Artificial Intelligence Framework for Cyberbullying Mitigation', Singapore, presented at 2024 IEEE Conference on Artificial Intelligence (CAI), Singapore, 23 June 2024, http://dx.doi.org/10.1109/CAI59869.2024.00271

Conference Papers | 2024

Wong C; Wang M; Hossain MF; Munasinghe K, 2024, 'Internet of Things Anomaly Detection Enhancement using GAN-based Data Augmentation', in 2024 17th International Conference on Signal Processing and Communication Systems, ICSPCS 2024 - Proceedings, http://dx.doi.org/10.1109/ICSPCS63175.2024.10815773

Conference Papers | 2024

Zhang Y; Bui HT; Zipperle M; Buick F; Chand S; Hussain O; Wang M; Mo H; Zhang W, 2024, 'Perception Gaps Between Hashtag Stakeholders on X (Twitter) - Application on the Australian National Disability Insurance Scheme (#NDIS)', in Proceedings - 2024 IEEE International Conference on e-Business Engineering, ICEBE 2024, pp. 117 - 124, http://dx.doi.org/10.1109/ICEBE62490.2024.00027

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

2024 Best Paper Award (Runner-up) in the 20th International Conference on Advanced Data Mining and Applications (ADMA 2024)
2024 Excellent Paper Award in the 20th IEEE International Conference on e-Business Engineering (ICEBE 2024)
2023 UNSW DGFI Seed Funding Award

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

Follow

Dr Min Wang

Follow me