Conghui HU

Conghui HU is a Lecturer (Educator Track) at the School of Computing, National University of Singapore. Currently teaching courses such as CS1010A Programming Methodology and CS2109S Introduction to AI and Machine Learning.

Research Interests

• Artificial Intelligence and Machine Learning
• Computer Vision with focus on sketch-based methods
• Cross-domain Image Retrieval
• Video Processing and Segmentation
• Point Cloud Analysis and 3D Vision

Publications Trends

Recent research outputs emphasize sketch-based video segmentation, cross-modal audio-visual analysis, and domain-generalized image retrieval. Key methodologies include deep learning, unsupervised feature representation, and differentiable particle filters, with applications in video object segmentation, point cloud segmentation, and audio-visual conditioned prediction.