Conghui Hu

I am a Lecturer at the School of Computing, National University of Singapore (NUS). Previously, I was a postdoctoral researcher in the Computer Vision and Robot Perception (CVRP) Lab at NUS, where I collaborated with Prof. Gim Hee Lee. I received my Ph.D. degree from the University of Surrey in 2021, advised by Prof. Yi-Zhe Song, Prof. Timothy Hospedales and Dr. Yongxin Yang. Prior to that, I obtained my Bachelor's Degree from the Sino-UK Joint Programme between Beijing University of Posts and Telecommunications and Queen Mary University of London in 2016.

Teaching

National University of Singapore

AY25/26 Semester 2: CS2109S (Introduction to AI and ML), CS1010A (Programming Methodology)
AY25/26 Semester 1: CS2109S (Introduction to AI and ML), CS1010A (Programming Methodology)
AY24/25 Semester 2: CS2109S (Introduction to AI and ML), CS1010E (Programming Methodology)
AY24/25 Semester 1: CS2109S (Introduction to AI and ML), CS1010A (Programming Methodology)
AY23/24 Semester 2: CS2109S (Introduction to AI and ML), CS2040S (Data Structures and Algorithms)
AY23/24 Semester 1: CS2109S (Introduction to AI and ML)

Outreach

Selected Publications

	CLAIR: CLIP-Aided Weakly Supervised Zero-Shot Cross-Domain Image Retrieval Chor Boon Tan, Conghui Hu, Gim Hee Lee BMVC, 2025
	Rethink Cross-Modal Fusion in Weakly-Supervised Audio-Visual Video Parsing Yating Xu, Conghui Hu, Gim Hee Lee WACV, 2024
	Sketch-based Video Object Segmentation: Benchmark and Analysis Ruolin Yang, Da Li, Conghui Hu, Timothy Hospedales, Honggang Zhang, Yi-Zhe Song BMVC, 2023
	Unsupervised Feature Representation Learning for Domain-generalized Cross-domain Image Retrieval Conghui Hu, Can Zhang, Gim Hee Lee ICCV, 2023
	Generalized Few-Shot Point Cloud Segmentation Via Geometric Words Yating Xu, Conghui Hu, Gim Hee Lee, Na Zhao ICCV, 2023
	Feature Representation Learning for Unsupervised Cross-domain Image Retrieval Conghui Hu, Gim Hee Lee ECCV, 2022
	Towards Unsupervised Sketch-based Image Retrieval Conghui Hu, Yongxin Yang, Yunpeng Li, Timothy Hospedales, Yi-Zhe Song BMVC, 2022
	Sketch-a-Segmenter: Sketch-based Photo Segmenter Generation Conghui Hu, Da Li, Yongxin Yang, Timothy Hospedales, Yi-Zhe Song TIP, 2020
	Sketch-a-Classifier: Sketch-based Photo Classifier Generation Conghui Hu, Da Li, Yi-Zhe Song, Tao Xiang, Timothy Hospedales CVPR, 2018 (Spotlight Presentation)
	Now You See Me: Deep Face Hallucination for Unviewed Sketches Conghui Hu, Da Li, Yi-Zhe Song, Timothy Hospedales BMVC, 2017 (Oral Presentation)

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