Muhao Xu's Homepage

Vicente Ordonez

Muhao Xu(徐睦浩)

Ph.D Student

Shandong University

ujnmhxu@hotmail.com

I received my Master of Engineering degree in Computer Science and Technology from the University of Jinan, Jinan, China, in 2024. Currently pursuing PhD in Mechanical Engineering at Shandong University. My research interests include anomaly detection, object detection, and deep learning.

News and Updates

05/2026. One paper accepted to ICML.
04/2026. One paper accepted to Information Fusion.
02/2026. One paper accepted to PR.
01/2026. One paper accepted to ESWA.
12/2025. One paper accepted to JBHI.
09/2025. One paper accepted to TCSVT.

Honors

The CAST Youth Science and Technology Talent Cultivation Program for Doctoral Students.
National Scholarship (The highest national wide scholarship for students in China).
Excellent Master's Thesis of Shandong Province.
Outstanding Graduates of Shandong Province.

Publications

NEW MMKU-Bench: A Multimodal Update Benchmark for Diverse Visual Knowledge Baochen Fu, Yuntao Du, Cheng Chang, Baihao Jin, Wenzhi Deng, Muhao Xu, Hongmei Yan, Weiye Song, Yi Wan. International Conference on Machine Learning (ICML). CCF A [paper]
NEW Towards Reliable Medical Unsupervised Anomaly Detection: A Benchmark and Dataset for PET/CT with Cross-Modality Knowledge Distillation Network Muhao Xu, Lili Qu, Zihan Nie, Feng Li, Zhuangzhuang Chen, Qi Liao, Yi Wan, Sijie Niu, Runmin Cong, Xin Li and Weiye Song Information Fusion. JCR Q1 IF = 17.4 [paper]
NEW Few-shot Medical Anomaly Detection through Centroid Consultation Back and Test-Time Self-Calibration Zihan Nie, Muhao Xu, Yuan Cui, Hua Wei, Wei Yi, Sijie Niu, Yi Wan, Weiye Song and Xunbin Wei Pattern Recognition. JCR Q1 IF = 9.1 [paper]
NEW Beyond Feature Mapping: Dual-Heterogeneous Knowledge Distillation with Mamba for Industrial Anomaly Detection Muhao Xu, Zihan Nie, Baochen Fu, Zhuangzhuang Chen, Zijian Li, Hua Wei, Yi Wan and Weiye Song Expert Systems With Applications. JCR Q1 IF = 9.4 [paper]
NEW Hybrid Dual-Heterogeneous Knowledge Distillation Network for Anomaly Detection in Retinal OCT Images Muhao Xu, Hua Wei, Zihan Nie, Xueying Zhou, Baochen Fu, Hongmei Yan, Yi Wan and Weiye Song IEEE Journal of Biomedical and Health Informatics. JCR Q1 IF = 7.7 [paper]
NEW A Framework with Multi-Scale Hybrid Mamba Voxel Flow for Video Prediction Muhao Xu, Baochen Fu, Hua Wei, Wei Yi, Yi Wan and Weiye Song IEEE Transactions on Circuits and Systems for Video Technology. JCR Q1 IF = 10.8 [paper]
Normality Prior Guided Multi-Semantic Fusion Network for Unsupervised Image Anomaly Detection Muhao Xu, Xueying Zhou, Xizhan Gao, Weiye Song, Guang Feng, and Sijie Niu IEEE Transactions on Instrumentation and Measurement. JCR Q1 IF = 7 [paper]
Multi-task Hybrid Knowledge Distillation for Unsupervised Anomaly Detection Muhao Xu, Cuiping Zhu, Guang Feng, Sijie Niu IEEE Transactions on Industrial Informatics. JCR Q1 IF = 9.8 [paper]
Discriminative Feature Learning Framework With Gradient Preference for Anomaly Detection Muhao Xu, Xueying Zhou, Xizhan Gao, Weikai He, Sijie Niu IEEE Transactions on Instrumentation and Measurement. JCR Q1 IF = 7 [paper]