DU Yao

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

Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation
Weihang Dai, Yao Du, Hanru Bai, Kwang-Ting Cheng, Xiaomeng Li†
Neural Information Processing Systems (NeurIPS), 2023

CardiacCLIP: Video-based CLIP Adaptation for LVEF Prediction in a Few-shot Manner
Yao Du, Jiarong Guo, Xiaomeng Li† (early accept)
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025

Beyond H&E: Unlocking Pathological Insights with Polarization Imaging
Yao Du, Jiaxin Zhuang, Xiaoyu Zheng, Jing Cong, Limei Guo, Chao He, Lin Luo, Xiaomeng Li
IEEE International Conference on Bioinformatics and Biomedicin (BIBM), 2025

Diffusion-based Virtual Staining from Polarimetric Mueller Matrix Imaging
Xiaoyu Zheng, Jing Wen, Jiaxin Zhuang, Yao Du, Jing Cong, Limei Guo, Chao He, Lin Luo, Hao Chen
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025

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