Projects per year
Personal profile
Personal profile
Dr. Mian Zhou is a Senior Associate Professor at the School of AI and Advanced Computing, XJTLU Entrepreneur College (Taicang), Xi’an Jiaotong-Liverpool University. With a Ph.D. in Computer Science from the University of Reading, and extensive experience in both academia and industry, he has cultivated expertise in artificial intelligence, machine vision, and intelligent autonomous technologies. Dr. Zhou has successfully led numerous high-impact research projects funded by esteemed organizations, such as the NSFC and the Ministry of Science and Technology of China, resulting in groundbreaking contributions to AI-based network security, blockchain technology, and human action recognition. A prolific researcher with publications in top-tier journals and conferences, he is also a recipient of prestigious awards, including the First Prize at the Multi-Target Multi-Camera Tracking Challenge. His innovative teaching methods and strong leadership skills continue to inspire the next generation of AI professionals.
Research interests
Dr. Mian Zhou’s research interests lie at the intersection of artificial intelligence and intelligent autonomous systems, focusing on the development and application of cutting-edge technologies to address real-world challenges. His areas of expertise include:
- Multi-Modal Machine Learning: Advancing methods that integrate and process diverse data modalities (e.g., visual, textual, and sensor data) to enhance intelligent decision-making for autonomous vehicles, drones, and vessels.
- Computer Vision and Pattern Recognition: Investigating innovative approaches for object detection, human action recognition, and semantic scene understanding using deep learning and vision-based techniques.
- Blockchain and Data Security: Exploring secure, decentralized frameworks for data sharing and collaboration in social governance and network security.
- Reinforcement Learning and Autonomous Systems: Designing adaptive algorithms for real-time decision-making and optimization in intelligent autonomous technologies.
- Human-Centric AI: Developing AI solutions that improve interaction between humans and machines, including emotion recognition, facial analysis, and visual storytelling.
Dr. Zhou is committed to advancing the field of artificial intelligence while fostering interdisciplinary collaboration and contributing to sustainable and intelligent future technologies.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Gabor-Boosting Face Recognition, University of Reading
1 Apr 2003 → 1 Sept 2008
Award Date: 1 Dec 2008
Master, Visual Perception for Human Body Language, Queen Mary University of London
1 Sept 2001 → 1 Aug 2002
Award Date: 1 Dec 2002
Bachelor, Image Processing Tools and System, Wuhan University of Technology
1 Sept 1997 → 1 Jul 2001
Award Date: 1 Jul 2001
Research areas
- Artificial Intelligence (AI) and Image Processing
- Computer Vision (CV)
- machine learning
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Innovative Syntegrative Education: Emotions Understanding in Human–Robot Interaction through Industry-Engaged Project-Based Learning
Li, C. (PI), Su, J. (Team member), Zhou, M. (Team member), Dang, K. (Team member), Jiang, Z. (Team member), Bai, T. (Team member), Hasan, M. M. (Team member), Stefanidis, A. (Team member), Zhong, H. (Team member), Hu, B. (Team member), Dong, Y. (Team member), Chen, S.-H. (Team member), Zhang, J. (Team member) & Sun, H. (Team member)
1/01/26 → 31/12/28
Project: Internal Research Project
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XJTLU-Deepleaper Instant Knowledge Engine Joint Laboratory
Zhou, M. (PI), Chen, B. (Team member), Su, J. (Team member), Jiang, Z. (Team member), Li, C. (Team member), Wang, R. (Team member), Zhang, X. (Team member), Nan, J. (Team member) & Yan, J. (Team member)
1/06/25 → 31/05/30
Project: Collaborative Research Project
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Innovative Syntegrative Education initiative: BEng AI- AIAI XEC Pathway
Zhou, M. (PI), Stefanidis, A. (Team member), Su, J. (Team member), Hasan, M. M. (Team member), Chen, Q. (Team member), Li, C. (Team member), Dang, K. (Team member), Jiang, Z. (Team member), Lo, J. (Team member), Xiang, M. (Team member), Cao, N. (Team member), Huang, Y. (Team member), Kim, J. Y. (Team member), Zhang, J. (Team member), Zou, C. (Team member) & Sun, H. (Team member)
1/01/25 → 31/12/27
Project: Internal Research Project
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AI-based Automatic Response and Analysis of Network Security Threat
Zhou, M. (PI)
1/01/21 → 31/12/22
Project: Governmental Research Project
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Key Technology of Blockchain-based Social Governance Data Security Collaboration and Sharing
Zhou, M. (CoI)
1/01/21 → 31/12/22
Project: Governmental Research Project
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Advancing Low-Resource Machine Translation: A Unified Data Selection and Scoring Optimization Framework
Lu, Z., Ji, P., Li, Y., Sun, D., Xue, C., Xue, H., Zhou, M., Stefanidis, A., Su, J. & Jiang, Z., 2025, Advanced Intelligent Computing Technology and Applications - 21st International Conference, ICIC 2025, Proceedings. Huang, D.-S., Zhang, Q., Zhang, C. & Chen, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 482-493 12 p. (Lecture Notes in Computer Science; vol. 15865 LNAI).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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CrackGA: Automatic Road Crack Detection Integrating Deep Learning and Genetic Algorithm
Wang, P., Huang, Y., Li, Y., Lu, Z., Zhou, M., Su, J. & Li, C., 2025, Proceedings - 2025 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2025. Institute of Electrical and Electronics Engineers Inc., p. 157-164 8 p. (Proceedings - 2025 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2025).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Crack-MA: Automatic Pavement Crack Detection Based on Deep Learning
Li, C., Wu, Y., Li, Y., Lu, Z., Zhou, M., Jiang, Z., Dang, K., Su, J. & Fan, Z., 2025, Proceedings - 2025 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2025. Institute of Electrical and Electronics Engineers Inc., p. 165-170 6 p. (Proceedings - 2025 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2025).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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CTLane: An end-to-end lane detector by a CNN transformer and fusion decoder for edge computing
Zhou, M., Zhu, G., Feng, Z., Lian, H. & Huang, S., 25 Jun 2025, In: ITU Journal on Future and Evolving Technologies. p. 149-161 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile864 Downloads (Pure) -
Decoupling Overlapped Feature Spaces: When Continual Learning Meets Fine-Grain Classification
Feng, Z. K., Wu, M., Kuang, P., Dang, K., Zhou, M. & Yu, L., 2025, 2025 IEEE International Conference on Multimedia and Expo: Journey to the Center of Machine Imagination, ICME 2025 - Conference Proceedings. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Activities
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8th International Conference on Big Data and Artificial Intelligence (BDAI 2025)
Zhou, M. (Participant)
23 Aug 2025 → 24 Aug 2025Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …
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8th International Conference on Big Data and Artificial Intelligence (BDAI 2025)
Zhou, M. (Participant)
23 Aug 2025Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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7th International Conference on Software Engineering and Computer Science, CSECS 2025
Zhou, M. (Participant)
21 Mar 2025 → 23 Mar 2025Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …
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