CV

Education

• M.S. in Nanyang Technological University, 2025 (expected)
• B.Eng. in Southeast University, 2023

Work experience

• Aug. 2023 - Present: Research Assistant
  • The Hong Kong University of Science and Technology (Guangzhou)
  • Research topics: LLM/VLM-based agents in video games, 2D/3D generative model and scene reconstruction, multimodal tasks between biological signals and computer vision.
  • Supervisor: Prof. Wang Hao
• Oct. 2022 - Jul. 2023: Research Assistant
  • Sun Yat-sen University
  • Research topics: Semantic segmentation of remote sensing images, the application of graph neural networks in computer vision.
  • Supervisor: Prof. Shen Yilang

Publications

A Hidden Cable Positioning Detection and AR Visualization System

Wu, J., Ye, X., Fu, H., Hu, H., Zhang, S., Yang, P., Wang, R., Zhang, D., Li, B., Gao, Z., & Sun, S. (2022). A Hidden Cable Positioning Detection and AR Visualization System. Chinese Patent, CN114089271A. Link to this patent

High Precision Detection Method of Plastic Gear Black Spots Defect Based on High Frequency Image Enhancement

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(04), 132-136. Link to this paper

SDR-GAIN: A High Real-Time Occluded Pedestrian Pose Completion Method for Autonomous Driving

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 to this paper

SGCN: A multi-order neighborhood feature fusion landform classification method based on superpixel and graph convolutional network

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. Link to this paper

BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction

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 to this paper

DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild

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 to this paper