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
- Wang, Y.,Xu, H.,Ali, W.,Li, M.,Zhou, X.,Shao, J. (2023). In press - FedFTHA: A Fine-Tuning and Head Aggregation Method in Federated Learning In: IEEE Internet of Things Journal, , 1 - 12
- Chen, X.,Zhou, X.,Chan, J.,Chen, L.,Sellis, T.,Zhang, Y. (2022). Event Popularity Prediction Using Influential Hashtags from Social Media In: IEEE Transactions on Knowledge and Data Engineering, 34, 4797 - 4811
- Li, T.,Yang, X.,Wang, B.,Xi, C.,Zheng, H.,Zhou, X. (2022). Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval In: The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), Virtual conference, 22/2/2022 - 01/03/2022
- Zhou, X.,Chen, L. (2022). Migrating Social Event Recommendation Over Microblogs In: Proceedings of the VLDB Endowment, 15, 3213 - 3225
- He, C.,Zhou, X.,Wang, C. (2022). LIREM: A Generic Framework for Effective Online Video Novelty Detection In: Proceedings of the 41st International Conference on Conceptual Modeling, Online Conference, 17/10/2022 - 20/10/2022
- Wang, Y.,Zhang, J.,Zhou, X.,Zhang, Y. (2022). Hierarchical Aggregation Based Knowledge Graph Embedding for Multi-Task Recommendation In: Web and Big Data - 6th International Joint Conference, APWeb-WAIM, Nanjing, China, 11-13 August, 2022
- Wu, L.,Wang, D.,Feng, S.,Zhou, X.,Zhang, Y.,Yu, G. (2022). Graph Collaborative Filtering for Recommendation in Complex and Quaternion Spaces In: 23rd International Conference of Web Information Systems Engineering - {WISE} 2022 , Biarritz, France, 1-3 November 2022
- Chen, X.,Zhou, X.,Chan, J.,Chen, L.,Sellis, T.,Zhang, Y. (2022). In press - Complex Event Summarization Using Multi-Social Attribute Correlation In: IEEE Transactions on Knowledge and Data Engineering, , 1 - 16
- Wang, Y.,Yuan, Y.,Wang, H.,Zhou, X.,Mu, C.,Wang, G. (2021). Constrained Route Planning over Large Multi-Modal Time-Dependent Networks In: Proceedings of the 37th IEEE International Conference on Data Engineering (ICDE 2021), Chania, Greece, 19-22 April 2021
- Zhou, X. (2021). Influence Maximization Using User Connectivity Guarantee in Social Networks In: 12th IEEE International Conference on Big Knowledge (ICBK-2021) December 7-8, 2021, Auckland, New Zealand, Auckland, New Zealand, December 7-8, 2021
Note: Supervision projects since 2004
2 PhD Current Supervisions3 PhD Completions
Social media analysis, Multimedia database and streams, Query processing and query optimization, Cloud data management
- WUI-NITY 4: An Industry-Ready WUI Fire Evacuation Model. Funded by: Fire Protection Research Foundation Inc. from (2023 to 2023)
- 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 2022)
- 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)
- Securing eCommerce: Designing a Privacy-Preserving, AI-Driven RecommendationFramework. Funded by: CSIRO Industry PhD Scholarship Program from ( to )