I am a postgraduate student from School of Electrical and Electronic Engineering, Nanyang Technological University, supervised by Prof. Bihan Wen and working closely with Yufei Wang. I am also a remote Research Assistant of the AI Thrust at The Hong Kong University of Science and Technology (Guangzhou), supervised by Prof. Wang Hao. Before that, I received my B.Eng. at School of Instrument Science and Engineering, Southeast University. During the final semester of my undergraduate studies, I worked as a remote Research Assistant at the School of Geospatial Engineering and Science, Sun Yat-Sen University, supervised by Prof. Yilang Shen.

My primary research interests lie in generative AI, such as diffusion models, GANs, LLM/LVM-based agents, as well as their development and applications in various vision and language tasks.

I am looking for a Ph.D. position in CV/LLM for Fall 2025 or Spring 2026.

Email: hfu006@e.ntu.edu.sg

Publications

Preprints

Fu, H., Wang, Y., Yang, W., & Wen, B. (2024). DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild. arXiv preprint arXiv:2405.19996. [Link] [Code]

Fu, H., Shen, Z., Chin, J. J., & Wang, H. (2023). BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction. arXiv preprint arXiv:2312.14871. [Link] [Code]

Fu, H., Sun, L., Shen, Y., & Wu, Y. (2023). SDR-GAIN: A High Real-Time Occluded Pedestrian Pose Completion Method for Autonomous Driving. arXiv preprint arXiv:2306.03538. [Link]

2023

Fu, H., Shen, Y., Liu, Y., Li, J., & Zhang, X. (2023). SGCN: A multi-order neighborhood feature fusion landform classification method based on superpixel and graph convolutional network. International Journal of Applied Earth Observation and Geoinformation, 122, 103441. (IF=7.672) [Link]

Fu, H., Zhang, D., Jiang, L. & Chen, H. (2023). High Precision Detection Method of Plastic Gear Black Spots Defect Based on High Frequency Image Enhancement. Tool Engineering, 57(04):132-136. (Chinese core) [Link]

Patent

Wu, J., Ye, X., Fu, H. … & Sun, S. (2022). A Hidden Cable Positioning Detection and AR Visualization System. Patent No. CN114089271A, 2022. [Link]