STAFF PROFILE
Dr Xiangmin Zhou
Position:
Lecturer Computer Science
College / Portfolio:
STEM College
School / Department:
STEM|School of Computing Technologies
Phone:
+61399252118
Email:
xiangmin.zhou@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- Ali, W.,Ammad-Ud-Din, M.,Zhou, X.,Zhang, Y.,Shao, J. (2024). Communication-Efficient Federated Neural Collaborative Filtering with Multi-Armed Bandits In: ACM Transactions on Recommender Systems, , 1 - 28
- Wang, Y.,Xu, H.,Ali, W.,Li, M.,Zhou, X.,Shao, J. (2023). FedFTHA: A Fine-Tuning and Head Aggregation Method in Federated Learning In: IEEE Internet of Things Journal, 10, 12749 - 12761
- Ali, W.,Kumar, R.,Zhou, X.,Shao, J. (2023). Responsible Recommendation Services with Blockchain Empowered Asynchronous Federated Learning In: ACM Transactions on Intelligent Systems and Technology, 1, 1 - 25
- Wu, L.,Wang, D.,Feng, S.,Zhou, X.,Zhang, Y.,Yu, G. (2023). Graph neural network for recommendation in complex and quaternion spaces In: World Wide Web, , 1 - 20
- Dou, W.,Shen, D.,Zhou, X.,Nie, T.,Kou, Y.,Cui, H.,Yu, G. (2023). Soft Target-enhanced Matching Framework for Deep Entity Resolution In: Proceedings of the AAAI Conference on Artificial Intelligence 2023, Washington DC, United States, 07/02/2023-14/02/2023
- Sun, N.,Kou, Y.,Zhou, X.,Shen, D.,Li, D.,Nie, T. (2023). Learning Implicit Sentiment for Explainable Review-based Recommendation In: The 34th edition of the Australasian Database Conference, ADC 2023, Melbourne, Australia, 01/11/2023-03/11/2023
- Su, B.,Man, X.,Xu, H.,Zhou, X.,Shao, J. (2023). Health Status Assessment for HDDs based on Bi-LSTM and N-dimensional Similarity Metric In: The 34th edition of the Australasian Database Conference, ADC 2023, Melbourne, Australia, 01/11/2023-03/11/2023
- Zhu, R.,Zheng, Z.,Wang, H.,Zhou, X.,Liu, D.,Sun, L. (2023). GA=PSO: Realizing Equivalent Particle Swarm Optimization by Genetic Algorithm In: ICACI2023 IEEE proceedings, Seoul, Republic of Korea, 06/05/2023-09/05/2023
- Xu, N.,Wu, D.,Yang, Q.,Wang, H.,Zhou, X.,Zheng, Z.,Ge, Y.,Gao, X. (2023). Ant Colony Optimization for Multiple Travelling Salesmen Problem with Pivot Cities In: ICACI2023 IEEE proceedings, Seoul, Republic of Korea, 06/05/2023-09/05/2023
- Zhou, X.,Ren, Y. (2023). Dynamic Bi-layer Graph Learning for Context-aware Sequential Recommendation In: ACM Transactions on Recommender Systems, , 1 - 22
Note: Supervision projects since 2004
1 PhD Current Supervisions and 1 Masters by Research Current Supervisions3 PhD Completions
Social media analysis, Multimedia database and streams, Query processing and query optimization, Cloud data management
- Situation-aware Multi-sided Personalised Analytics in Spatial Crowdsourcing. Funded by: ARC-Discovery Projects from (2024 to 2027)
- Securing eCommerce: Designing a Privacy-Preserving, AI-Driven RecommendationFramework [PhD Student: Natasha Galea]. Funded by: Data61 PhD Scholarship from (2024 to 2029)
- WUI-NITY 4: An Industry-Ready WUI Fire Evacuation Model. Funded by: Fire Protection Research Foundation Inc. from (2023 to 2024)
- Effective and Efficient Situation Awareness in Big Social Media Data (externally led by Victoria University). Funded by: ARC Discovery Projects via other university 2020 from (2020 to 2024)
- Data61 PhD Scholarship - Multi-instance Learning for Abnormal Event Detection in Big Video Data (PhD candidate: Chengkun He). Funded by: Data61 PhD Scholarship from (2018 to 2022)