I am a Ph.D. candidate at The Hong Kong University of Science and Technology, supervised by Prof. Xiaomeng LI. I am interested in computer vision, medical image analysis and AI for science.

I obtained BEng from Northwestern Polytechnical University, and MPhil from The Hong Kong Polytechnic University.

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ML Research

Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation

Weihang Dai, Yao Du, Hanru Bai, Kwang-Ting Cheng, Xiaomeng Li†
International Conference on Neural Information Processing Systems (NeurIPS), 2023

Teach CLIP to Develop a Number Sense for Ordinal Regression

Yao Du, Qiang Zhai, Weihang Dai, Xiaomeng Li†
European Conference on Computer Vision (ECCV), 2024

AIoT | SmartCity

Wireless IoT Monitoring System in Hong Kong-Zhuhai-Macao Bridge and Edge Computing for Anomaly Detection

Xiaoyou Wang, Wanglin Wu, Yao Du, Jiannong Cao, Qianyi Chen, Yong Xia†
IEEE Internet of Things Journal, 2023

Data Anomaly Detection through Semisupervised Learning Aided by Customized Data Augmentation Techniques

Xiaoyou Wang*, Yao Du*, Xiaoqing Zhou, Yong Xia†
Structural Control and Health Monitoring, 2023

Convolutional Neural Network-based Data Anomaly Detection Considering Class Imbalance with Limited Data

Yao Du, Lingfang Li, Rongrong Hou, Xiaoyou Wang, Wei Tian, Yong Xia†
Smart Structures and Systems, 2022

Anomaly Detection of Sensor Faults and Extreme Events based on Support Vector Data Description

Yuxuan Zhang, Xiaoyou Wang, Zhenghao Ding, Yao Du, Yong Xia†
Structural Control and Health Monitoring, 2022

Unsupervised One-class Classification for Condition Assessment of Bridge Cables Using Bayesian Factor Analysis

Xiaoyou Wang, Lingfang Li, Wei Tian, Yao Du, Rongrong Hou, Yong Xia†
Smart Structures and Systems, 2022