Projects per year
Personal profile
Personal profile
Dr. Chengyu Wang is currently an Assistant Professor at College of Industry-Entrepreneurs and HeXie Academy, XJTLU.
Over the past five years, Dr. Wang has published ten academic papers as the first or corresponding author in SCI journals or international conferences; he is also the first inventor of three invention patents. Before joining XJTLU, he worked as an R&D manager at a high-tech startup company, where he was also responsible for applying for several talent and funding projects in Jiangsu Province and Suzhou City on behalf of the company and its founder. Furthermore, he has successfully managed several industry-academia cooperation projects with the University of Science and Technology of China, Soochow University, and the National University of Singapore (Suzhou) Research Institute.
Research interests
Medical Image Processing, Invisible Watermark; Computer Vision, Deep Learning, Large Language Models, Multimodal Learning, Contrastive Learning; Computational Model of HeXie Management Theory.
Experience
Assistant Professor, Xian Jiaotong-Liverpool University, 2023 to now
Project Manager, RD Manager of DMetrix (Suzhou) Medical Technology Co., LTD, 2012 to 2018
RD Engineer, Project Manager of Suzhou Beelinker Technology Co., Ltd, 2009 to 2012
Teaching
MTH128
BUS303
IOM421
DTS311TC
ENT421TC
HXA409TC
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, Mathematical Sciences, University of Liverpool, 2018 to 2023
Master's degree, Software Engineering, Southeast University, 2006 to 2009
Bachelor's degree, Computer Science and Technology, Jiangnan University, 2001 to 2005
Research areas
- Computer Vision (CV)
- Deep Learning
- Large Language Models
- Multimodal Learning
- Contrastive Learning
- Medical Image Processing
- Invisible Watermark
- Computational Model of HeXie Management Theory
Person Types
- Staff
Fingerprint
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Collaborations and top research areas from the last five years
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Projects
- 3 Active
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Invisible Watermark based on Self-Supervised Learning
Wang, C. (PI)
1/01/25 → 31/12/27
Project: Internal Research Project
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Research and Development of Video Security Solutions Based on Large Language Models of Artificial Intelligence
Wang, C. (PI), Wang, J. (Team member) & Lou, B. (Team member)
1/07/24 → 30/06/27
Project: Governmental Research Project
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Research and Development of Video Security Solutions Based on Large Language Models of Artificial Intelligence
Wang, C. (PI), Ma, F. (CoI), Su, J. (Team member) & Yu, L. (Team member)
1/07/24 → 30/06/27
Project: Governmental Research Project
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基于Transformer的唐氏综合症筛选方法、装置、设备及存储介质
Translated title of the contribution :Transformer-based screening method, device, equipment and storage medium for Down syndrome Research output: Patent
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Dual Core Portfolio Strategy: A Deep RL & Multi-Agent Portfolio Strategy
Cui, X., Sun, R., Zhou, M., Su, J., Wang, C. & Jiang, Z., 13 Jan 2025, Proceedings of 2024 International Conference on Mathematics and Machine Learning, ICMML 2024. Association for Computing Machinery, Inc, p. 147-153 7 p. (Proceedings of 2024 International Conference on Mathematics and Machine Learning, ICMML 2024).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Large Language Models for HeXie Management Theory: A Comparative Evaluation of RAG and Finetuning
Xu, Y., Chen, S., Tang, L., Yun, J., Li, G. & Wang, C., 13 May 2025, Proceedings of 2025 9th International Conference on Control Engineering and Artificial Intelligence, CCEAI 2025. Dan, Z., Yong, Y. & Ogiela, M. (eds.). Association for Computing Machinery, Inc, p. 35-39 5 p. (Proceedings of 2025 9th International Conference on Control Engineering and Artificial Intelligence, CCEAI 2025).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Open Access -
Fine-tuning of LLMs for HeXie Management Theory
Tang, L., Wang, C., Li, G. & Liu, P., 2024, (Accepted/In press).Research output: Contribution to conference › Paper › peer-review
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Fine-tuning of LLMs for HeXie Management Theory
Tang, L., Wang, C., Li, G. & Liu, P., 3 Oct 2024, Proceedings - 2024 6th International Conference on Pattern Recognition and Intelligent Systems, PRIS 2024. Zhao, W., Peng, Y. & Wang, Y. (eds.). Association for Computing Machinery, p. 69-73 5 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
1 Citation (Scopus)
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Representation Learning-based Diagnosis of Diabetes Mellitus and Its Complications
Wang, C. (Supervisor), Wang, S. (Co-supervisor) & Payne, T. (Co-supervisor)
2 Jan 2025Activity: Supervision › PhD Supervision
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Computation Modle of Hexie Management Theory
Wang, C. (Supervisor)
12 Jun 2024Activity: Supervision › Completed SURF Project
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Classification of whole-body parts from infrared thermal images
Wang, C. (Supervisor)
12 Jun 2024Activity: Supervision › Completed SURF Project
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Invisible watermark for 4k resolution images
Wang, C. (Supervisor)
12 Jun 2024Activity: Supervision › Completed SURF Project