Discriminative Feature Learning Framework With Gradient Preference for Anomaly Detection. - Muhao Xu; Xueying Zhou; Xizhan Gao; Weikai He; Sijie Niu (IEEE Trans. Instrum. Meas., 2023)

CED: A case-level explainable paramedical diagnosis via AdaGBDT. - Zhenyu Guo; Muhao Xu; Yuchen Yang; Youru Li; Haiyan Wu; Zhenfeng Zhu; Yao Zhao 001 (Comput. Biol. Medicine, 2023)

Cooperative dual medical ontology representation learning for clinical assisted decision-making. - Muhao Xu; Zhenfeng Zhu; Youru Li; Shuai Zheng 005; Linfeng Li; Haiyan Wu; Yao Zhao 001 (Comput. Biol. Medicine, 2023)

A Unified Dual Attention-Guided Reverse Distillation Framework for Anomaly Detection. - Cuiping Zhu; Muhao Xu; Guang Feng; Mengjiao Zhang; Sijie Niu (ICIC (6), 2024)

FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction. - Muhao Xu; Zhenfeng Zhu; Youru Li; Shuai Zheng 005; Yawei Zhao; Kunlun He; Yao Zhao 001 (KDD, 2024)

A Review of Application of Deep Learning in Endoscopic Image Processing. - Zihan Nie; Muhao Xu; Zhiyong Wang; Xiaoqi Lu; Weiye Song (J. Imaging, 2024)

RedCDR: Dual Relation Distillation for Cancer Drug Response Prediction. - Muhao Xu; Zhenfeng Zhu; Yawei Zhao; Kunlun He; Qinghua Huang; Yao Zhao 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

HKA: A Hierarchical Knowledge Alignment Framework for Multimodal Knowledge Graph Completion. - Yunhui Xu; Youru Li; Muhao Xu; Zhenfeng Zhu; Yao Zhao 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Cooperative Static and Dynamic Correlation-Aware Learning for Vehicle Maintenance Demand Prediction. - Fanghua Chen; Deguang Shang; Gang Zhou; Muhao Xu; Ke Ye; Fujie Ren; Guofang Wu (IEEE Access, 2025)

SiGNN: A spike-induced graph neural network for dynamic graph representation learning. - Dong Chen; Shuai Zheng 005; Muhao Xu; Zhenfeng Zhu; Yao Zhao 001 (Pattern Recognit., 2025)

A Dual-Branch Multidomain Feature Fusion Network for Axial Super-Resolution in Optical Coherence Tomography. - Quanqing Xu; Xiang He; Muhao Xu; Kaixuan Hu; Weiye Song (IEEE Signal Process. Lett., 2025)

Normality Prior-Guided Multisemantic Fusion Network for Unsupervised Image Anomaly Detection. - Muhao Xu; Xueying Zhou; Xizhan Gao; Weiye Song; Guang Feng; Sijie Niu (IEEE Trans. Instrum. Meas., 2025)

Dynamic Graph Condensation. - Dong Chen; Shuai Zheng 005; Yeyu Yan; Muhao Xu; Zhenfeng Zhu; Yao Zhao 001; Kunlun He (CoRR, 2025)

Normality Prior Guided Multi-Semantic Fusion Network for Unsupervised Image Anomaly Detection. - Muhao Xu; Xueying Zhou; Xizhan Gao; Weiye Song; Guang Feng; Sijie Niu (CoRR, 2025)

Multitask Hybrid Knowledge Distillation for Unsupervised Anomaly Detection. - Muhao Xu; Cuiping Zhu; Guang Feng; Sijie Niu (IEEE Trans. Ind. Informatics, 2025)