Projects per year
Personal profile
Personal profile
Dr. Guangyu Ren is an Assistant Professor at the school of AI and Advanced Computing (AIAC) at XJTLU Entrepreneur College (Taicang). He completed his PhD at the Imperial College London under the supervision of Dr Tania Stathaki in 2023, M.Sc in Electrical and Electronic Engineering from The University of Sheffield with distinction degree in 2018. Following his graduation from Imperial, he undertook a postdoctoral research position in the Department of Computer Science at University College London. Additionally, he gained further postdoctoral experience at Mayo Clinic in the US, focusing on histopathology and CT image analysis.
Experience
Postdoctoral Researcher, Mayo Clinic, US, 2024
Postdoctoral Researcher, University College London, UK, 2023
Research interests
Deep Learning
Computer Vision
Medical Imaging
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, Imperial Colleage London
Award Date: 1 Mar 2023
Master, Distinction Degree, University of Sheffield
Award Date: 26 Oct 2018
Bachelor, Shandong Normal University
2013 → 2017
Person Types
- Staff
Fingerprint
Dive into the research topics where Guangyu Ren is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
Projects
- 2 Active
-
Adapting Visual-Language Models for Few-shot Anomaly Detection
Ren, G. (PI)
1/07/25 → 30/06/28
Project: Internal Research Project
-
Suzhou Key Specialized Project: AI Model-Based Personalized Education and Potential Development Agent
Liu, H. (PI), Ren, G. (PI), Stefanidis, A. (CoPI), Hu, B. (CoI), Zhang, W. (CoI), Bian, X. (Team member), Huang, J. (Team member), Chen, X. (Team member), Zhang, Y. (Team member), Chen, T. (Team member), Chen, W. (Team member) & Yuan, M. (Team member)
15/04/25 → 15/04/26
Project: Governmental Research Project
-
A deep learning sentiment analysis framework for low altitude economic networks: integrating blockchain and edge computing technology
Liu, J., Gan, Y., Huang, S., Liu, H., Ren, G. & Zhang, W., Aug 2025, 2025 IEEE/CIC International Conference on Communications in China (ICCC Workshops).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
-
A DenseNet-OpenPose Framework for Static Biometric Recognition via Human Body Keypoints
Xu, B., Zhang, W., Hu, B., Huang, Y., Ren, G. & Liu, H., 11 Aug 2025, (Accepted/In press) IEEE 2025 the 13th International Conference on Information and Communication Networks (ICICN).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
-
Advancing Textile Damage Segmentation: A Novel RGBT Dataset and Thermal Frequency Normalization
Rayhan, F., Joshi, J., Ren, G., Hernandez, L., Petreca, B., Baurley, S., Berthouze, N. & Cho, Y., Apr 2025, In: Sensors. 25, 7, 2306.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Enhancing Prompt Generation with Adaptive Refinement for Camouflaged Object Detection
Chen, X., Ren, G., Dai, T., Stathaki, T. & Liu, H., 26 Jun 2025, (Accepted/In press) International Conference on Computer Vision 2025 (ICCV 2025).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
-
Misalignment Discussion of an Eight-Coil Wireless Power Transfer System
Zheng, Y., Su, H., Xu, C., Huang, S., Ren, G. & Zhang, W., Sept 2025, International Conference on Computer Communications and Networks 2025.Research output: Chapter in Book or Report/Conference proceeding › Chapter › peer-review
-
Image Generation and Restoration Using Diffusion Models
Hengyan Liu (Supervisor), Guangyu Ren (Co-supervisor), Bintao Hu (Co-supervisor) & Wenzhang Zhang (Co-supervisor)
1 Jun 2025 → 31 Aug 2025Activity: Supervision › Completed SURF Project
-
Adapting Vision-Language Models for Few-Shot Detection of Medical Anomalies
Hengyan Liu (Supervisor), Guangyu Ren (Co-supervisor), Bintao Hu (Co-supervisor) & Wenzhang Zhang (Co-supervisor)
1 Jun 2025 → 31 Aug 2025Activity: Supervision › Completed SURF Project
-
Enhancing Large Models with Retrieval-Augmented Generation
Hengyan Liu (Supervisor), Guangyu Ren (Co-supervisor), Bintao Hu (Co-supervisor) & Wenzhang Zhang (Co-supervisor)
1 Jun 2025 → 31 Aug 2025Activity: Supervision › Completed SURF Project
-
PhD Supervision
Pengjing Xu (Supervisor), Hong Seng Gan (Co-supervisor), Guangyu Ren (Co-supervisor) & Anh Nguyen (Co-supervisor)
2024 → 2027Activity: Supervision › PhD Supervision