Projects per year
Personal profile
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):
Research areas
- Data Security
- Spatial Big Data
- Deep Learning
Person Types
- Staff
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Dive into the research topics where Dawei Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Extended-energy Data Innovation Application Laboratory
Ma, J. (PI), Yue, Y. (Team member), lim, E. (Team member), Xu, D. (Team member), Zhu, X. (Team member), Xue, F. (Team member), Chen, X. (Team member), Man, K. L. (Team member), Dong, Y. (Team member), Ji, C. (Team member), Qi, J. (Team member), Liu, D. (Team member), Wang, Q. (Team member), Jin, X. (Team member), Zhang, J. (Team member), Chen, M. (Team member), Lin, Y. (Team member), Cao, S. (Team member) & Wang, Y. (Team member)
1/01/25 → 31/12/26
Project: Governmental Research Project
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Suzhou SIP Extended-Energy Big Data and Intelligent Computing High-Level Innovation (Research) Platform
Ma, J. (PI), Xue, F. (Team member), lim, E. (Team member), Xu, Z. (Team member), Xu, D. (Team member), Xiao, J. (Team member), Chen, M. (Team member), Yue, Y. (Team member), Man, K. L. (Team member), Yao, L. (Team member), Jin, X. (Team member), Liu, D. (Team member), Ji, C. (Team member), Pan, Y. (Team member), Zhu, X. (Team member), Xiang, N. (Team member), Zhang, H. (Team member), Chen, X. (Team member), Xu, X. (Team member), Han, B. (Team member), Qi, J. (Team member), Fang, L. (Team member), Zhang, J. (Team member), Zhao, Y. (Team member), Dong, Y. (Team member), Cai, J. (Team member), Lin, Y. (Team member), Cao, S. (Team member) & Wang, Y. (Team member)
1/10/24 → 30/09/26
Project: Governmental Research Project
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Automatic Classification of Idiopathic Scoliosis with Small Data: A Deep Learning Approach
Liu, D. (PI), Zhang, J. (Team member), Wang, W. (Team member) & Gao, Z. (Team member)
1/07/24 → 30/06/27
Project: Governmental Research Project
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SURF: Social network big data analysis
Liu, D. (PI)
15/06/25 → 31/08/25
Project: Internal Research Project
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A comprehensive survey of specularity detection: state-of-the-art techniques and breakthroughs
Li, F., Ma, J., Liang, H. N., Tian, Z., Wu, Z., Wen, T. & Liu, D., Jul 2025, In: Artificial Intelligence Review. 58, 7, 218.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
A general and accurate pattern search method for various scenarios
Zhang, C., He, X., Sang, H., Yuan, H., Liu, D. & Guo, Y., 1 Jan 2025, In: Integration. 100, 102281.Research output: Contribution to journal › Article › peer-review
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Machine Learning and Big Data on Raspberry Pi: A Performance Evaluation
Chen, T. & Liu, D., 6 May 2025.Research output: Contribution to conference › Paper › peer-review
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Literature Analysis and Scientific Mapping of FinTech: Perspectives from Academia and Market
Deng, K., Zhang, J., Wang, Y., Wei, Y., Gu, M. & Liu, D., 22 Dec 2024, Proceedings - 2024 IEEE International Conference on Progress in Informatics and Computing (PIC-2024) .Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation
Gao, Z., Huang, K., Zhang, R., Liu, D. & Ma, J., 15 Jan 2024, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 18836-18847 12 p. (Proceedings of the IEEE International Conference on Computer Vision).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
8 Citations (Scopus)
Activities
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Information Security Consultancy for MITS, XJTLU
Dawei Liu (Consultant)
31 Jul 2025Activity: Consultancy
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Social Network Big Data Analysis
Dawei Liu (Supervisor)
12 Jun 2025 → 31 Aug 2025Activity: Supervision › Completed SURF Project
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Sentiment Analysis of Financial Comments on Social Media: Insights and Implications
Dawei Liu (Supervisor)
1 Sept 2024 → 20 Dec 2024Activity: Supervision › Master Dissertation Supervision
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Cyber security in fintech – recent developments of technology and regulation
Dawei Liu (Supervisor)
1 Sept 2024 → 20 Dec 2024Activity: Supervision › Master Dissertation Supervision