Projects per year
Personal profile
Personal profile
Dr. Chengyu Wang is currently an Assistant Professor at the HeXie Management Research Centre, College of Industry-Entrepreneurs, XJTLU.
Over the past five years, Dr. Wang has published six academic papers as the first 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
Computer vision, medical image processing, deep learning, large language models, multimodal learning, contrastive learning, and the innovative integration of HeXie Management Theory with computable organization models and bionics.
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
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
Person Types
- Staff
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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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RDF-A: Invisible Watermark based on Self-Supervised Learning
1/01/25 → 31/12/27
Project: Internal Research Project
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Invisible Watermark based on Self-Supervised Learning
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., Ma, F., Su, J. & Yu, L.
1/07/24 → 30/06/27
Project: Governmental Research Project
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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., 17 Oct 2024, 2024 2nd International Conference on Mathematics and Machine Learning (ICMML 2024). Association for Computing Machinery (ACM), 9 p.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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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
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Fully Automatic Karyotyping via Deep Convolutional Neural Networks
Wang, C., Yu, L., Su, J., Shen, J., Selis, V., Yang, C. & Ma, F., 22 Mar 2024, In: IEEE Access. 12, p. 46081-46092 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Large Language Models in HeXie Management: A Comparative Evaluation of RAG and Finetune
Xu, Y., Chen, S., Tang, L., Yun, J., Li, G. & Wang, C., 9 Dec 2024, (Accepted/In press) ACM International Conference Proceedings Series. Association for Computing Machinery (ACM), 9 p.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Representation Learning-based Diagnosis of Diabetes Mellitus and Its Complications
Chengyu Wang (Supervisor), Shuihua Wang (Co-supervisor) & Terry Payne (Co-supervisor)
2 Jan 2025Activity: Supervision › PhD Supervision
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Invisible watermark for 4k resolution images
Chengyu Wang (Supervisor)
12 Jun 2024Activity: Supervision › Completed SURF Project
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Computation Modle of Hexie Management Theory
Chengyu Wang (Supervisor)
12 Jun 2024Activity: Supervision › Completed SURF Project
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Classification of whole-body parts from infrared thermal images
Chengyu Wang (Supervisor)
12 Jun 2024Activity: Supervision › Completed SURF Project