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
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
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):
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SDG 3 Good Health and Well-being
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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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Development and Validation of a Prognostic Prediction Model for Long COVID Cough Based on Multimodal Deep Learning Fusio
Wang, C. (PI) & Di, C. (PI)
1/06/26 → 31/05/27
Project: Internal Research Project
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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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TDF-EASE: AI-Driven Business Plan Simulation: Enhancing Entrepreneurship Learning through IntAcronymelligent Poster-to-Prototype Transformation
Wang, C. (PI), Li, G. (Team member), Coreynen, W. (Team member) & Gao, Y. (Team member)
4/05/26 → 10/07/26
Project: Internal Research Project
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Comparative Evaluation of Zero-Shot Prompting, SFT, and RAG for TCM Question Answerin
Chen, S., Qin, S., Wei, S. & Wang, C., 5 Sept 2026, (Accepted/In press) In: Pattern Recognition Letters. 7 p.Research output: Contribution to journal › Article › peer-review
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DeltaMarkV2: Invisible Image Watermarking with Pretrained Backbone Adaptation and Binary Payloads
Chen, S., Meng, J., Yun, J. & Wang, C., 6 Sept 2026, (Submitted) In: Neurocomputing. 10 p.Research output: Contribution to journal › Article › peer-review
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Multi-CLIP: Co-Attention Fusion with Gradient Isolation for Diabetic Retinopathy Grading and Duration Estimation
Wang, Y., Wang, S., Payne, T., Fang, C. & Wang, C., 31 Aug 2026, (Submitted) In: Signal, Image and Video Processing. 10 p.Research output: Contribution to journal › Article › peer-review
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Multi-Scale Residual Generation for High-Fidelity Short-Text Invisible Image Watermarking
Chen, S., Li, B., Meng, J., Yun, J., Mei, Z. & Wang, C., 31 Jul 2026, (Submitted) In: Pattern Recognition Letters. 6 p.Research output: Contribution to journal › Article › peer-review
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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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Use OpenClaw to Construct a HXMT Computational Model for Enterprises
Wang, C. (Supervisor)
29 Jun 2026 → 29 Aug 2026Activity: Supervision › Completed SURF Project
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Early Prediction of Tongue Image Diabetes Based on Image Segmentation and Liquid Neural Network
Wang, C. (Supervisor)
29 Jun 2026 → 29 Aug 2026Activity: Supervision › Completed SURF Project
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Robust Multi-Scale Object Segmentation in Surveillance Video
Wang, C. (Supervisor)
29 Jun 2026 → 29 Aug 2026Activity: Supervision › Completed SURF Project
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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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Classification of whole-body parts from infrared thermal images
Wang, C. (Supervisor)
12 Jun 2024Activity: Supervision › Completed SURF Project