Jiaze Li
Jiaze Li
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Hi, I'm Jiaze Li (李佳澤)👋

I recently graduated with a dual B.E. in Electronic Information Engineering from University College Dublin and Beijing University of Technology.

My research interests include computer vision and generative artificial intelligence. Previously, I have developed several frameworks to address fundamental vision tasks in complex industrial scenarios such as remote sensing and intelligent transportation systems.

My current focus is 3D vision and neural rendering (NeRF/3DGS).

Education

University College Dublin, Dublin, Ireland Sept. 2022 – Jul. 2026
B.E. in Electronic Information Engineering; Present Cumulative GPA: 3.36/4.20

Beijing University of Technology, Beijing, China Sept. 2022 – Jul. 2026
B.E. in Electronic Information Engineering; Present Cumulative GPA: 3.33/4.20

Research Experience

Visiting Student Oct. 2023 – Present
Supervisor: Asst. Prof. Zhiling Guo
The Hong Kong Polytechnic University, DigiEnergy Lab.

Research Assistant Oct. 2025 – Jul. 2026
Supervisor: Assoc. Prof. Yongjian Deng
Beijing University of Technology, Data Mining and Security Lab.

Research Assistant Sept. 2023 – Dec. 2025
Supervisor: Prof. Liguo Zhang
Beijing University of Technology, Cyber-Physical Network System Lab

Projects

Event-Guided Diffusion Transformer for Video Frame Interpolation Oct. 2025 – Jul. 2026
Supervised by Prof. Yongjian Deng at Data Mining and Security Lab.
Read more »

Unified Vision-Language Model for Photovoltaic Remote Sensing Jul. 2025 – May 2026
Supervised by Prof. Zhiling Guo and Prof. Jinyue Yan at DigiEnergy Lab.
Read more »

Generative Foreign Object Detection in High-Speed Railway Apr. 2024 – Dec. 2025
Supervised by Prof. Liguo Zhang at Cyber-Physical Network System Lab.
Read more »

Synthetic-Driven Multimodal AI for PV Segmentation Feb. 2024 – Nov. 2025
Supervised by Prof. Zhiling Guo at DigiEnergy Lab.
Read more »

Diffusion-Based Meteorological Super-Resolution for PV Estimation Oct. 2023 – Sept. 2024
Supervised by Prof. Zhiling Guo at DigiEnergy Lab.
Read more »

3D Human Pose Reconstruction System Sept. 2023 – May 2024
Supervised by Prof. Liguo Zhang at Cyber-Physical Network System Lab.
Read more »

Publications

Enhancing Multimodal Meteorological Data Resolution via Diffusion Model for Accurate PV Potential Estimation
Jiaze Li, Zhiling Guo* , Huan Zhao, Hongjun Tan, Qing Yu, Rui Zhang, Jian Xu, Jinyue Yan
International Conference on Applied Energy (Oral), 2024. [PDF] [Link]
ICAE2024
Generative Approach for Detecting Small Intrusive Foreign Objects in High-Speed Railway Scenario
Quan Hao, Rui Shi, Jiaze Li, Liguo Zhang*
IEEE Transactions on Intelligent Transportation Systems (IF=8.4), 2026, 27(1): 1471-1484. [PDF] [Link]
T-ITS
PANEL: A Photovoltaic-Oriented Vision–Language Foundation Model for Zero-Shot and Few-Shot Remote Sensing Tasks
Ruizhe Deng, Zhiling Guo* , Penglei Zhang, Jiaze Li, Xin Xu, Qi Chen, Yuntian Chen*, Jinyue Yan*
ISPRS Journal of Photogrammetry and Remote Sensing (IF=12.2), 2026, 238: 337-355. [PDF] [Link]
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Synthesizing Images with Aligned Masks Using Text-to-Image Based Generative AI for Robust PV Segmentation
Hongjun Tan, Zhiling Guo* , Jiaze Li, Yuntian Chen, Qi Chen, Haoran Zhang, Jinyue Yan*
Renewable Energy (IF=9.1), 2026, 260: 125217. [PDF] [Link]
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A High-Precision Method for Photovoltaic Panel Segmentation Combining Large-Scale Model Prior Knowledge and Multimodal Information
Lingchengjia Zhou, Kechuan Dong, Hongjun Tan, Jiaze Li, Qing Yu, Zhiling Guo* , Jinyue Yan
Applied Energy Symposium and Forum: Low-Carbon Cities and Urban Energy Systems (Oral), 2024. [PDF] [Link]
CUE2024
Real-Time 3D Human Pose Reconstruction Based on Depth Camera and YOLOv8 Model
Heng Deng, Jiaze Li, Quan Hao, Zhaoyang Cheng, Rui Shi, Liguo Zhang*
CN Patent, CN118823228A.
patent

* Corresponding author

Undergraduate Thesis

Event-Guided Diffusion Transformer for Video Frame Interpolation in Dynamic Scenario [PDF]

Service

  • Reviewer for IEEE Transactions on Intelligent Transportation Systems 2025

Skills

  • Languages: Chinese (native), English (TOEFL iBT 101/120), Japanese (JLPT N2)
  • Programming: Python, C, Java, Bash
  • Tools and Platforms: Git, Linux, WandB, Anaconda
  • Deep Learning Frameworks & Libraries: PyTorch, Diffusers, MMCV, OpenCV
  • Data Processing: NumPy, Pandas
  • Document Preparation: LaTeX, Overleaf, Markdown

Awards

  • Outstanding Student Foundation Scholarship, Beijing University of Technology 2025
  • Second Prize, "Internet+" Innovation and Entrepreneurship Competition 2024
  • Innovation and Entrepreneurship Award, Beijing University of Technology 2024, 2025
  • Academic Excellence Award, Beijing-Dublin International College 2022, 2023, 2024, 2025