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2020 – today
- 2026
[j13]Yanrui Jin, Mengxiao Wang, Zhiyuan Li, Yuanyuan Tian, Xiaoyang Wei, Chengliang Liu, Liqun Zhao:
Unsupervised artificial intelligence model of arrhythmia diagnosis: Improving model performance on different ECG datasets. Biomed. Signal Process. Control. 112: 108693 (2026)- [j12]Xiaoyang Wei
, Zhiyuan Li, Yuanyuan Tian, Mengxiao Wang, Yanrui Jin, Weiping Ding, Chengliang Liu:
Spatial-temporal hierarchical decoupled masked autoencoder: A self-supervised learning framework for electrocardiogram. Expert Syst. Appl. 298: 129603 (2026) - 2025
- [j11]Mengxiao Wang, Yuanyuan Tian, Zhiyuan Li, Xiaoyang Wei, Yanrui Jin, Chengliang Liu, Liqun Zhao:
Multi-task learning for multi-label electrocardiogram disease detection via point-level delineation-guided fusion. Eng. Appl. Artif. Intell. 160: 111894 (2025) - [j10]Mengxiao Wang, Zhiyuan Li, Yuanyuan Tian, Xiaoyang Wei, Yanrui Jin, Chengliang Liu:
BioCross: A cross-modal framework for unified representation of multi-modal biosignals with heterogeneous metadata fusion. Inf. Fusion 123: 103302 (2025) - [j9]Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Jinlei Liu, Liqun Zhao, Chengliang Liu:
An early warning method for arrhythmias in long-term ECGs based on self-supervised learning and LSTM. Knowl. Based Syst. 327: 114137 (2025) - [j8]Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Jinlei Liu, Chengliang Liu:
EDDM: A Novel ECG Denoising Method Using Dual-Path Diffusion Model. IEEE Trans. Instrum. Meas. 74: 1-15 (2025) - [c10]Jianwei Huang, Sridatta Raghavendra Chintapalli, Mengxiao Wang, Guofei Gu:
Beyond Visual Confusion: Understanding How Inconsistencies in ENS Normalization Facilitate Homoglyph Attacks. WWW 2025: 3004-3013 - [i3]Mengxiao Wang, Yuxuan Zhang, Guofei Gu:
PromptSleuth: Detecting Prompt Injection via Semantic Intent Invariance. CoRR abs/2508.20890 (2025) - [i2]Mengxiao Wang, Guofei Gu:
GuardianPWA: Enhancing Security Throughout the Progressive Web App Installation Lifecycle. CoRR abs/2509.13561 (2025) - [i1]Mengxiao Wang, Guofei Gu:
Demystifying Progressive Web Application Permission Systems. CoRR abs/2509.13563 (2025) - 2024
- [j7]Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Mengxiao Wang, Liqun Zhao, Chengliang Liu:
Automatic multi-label diagnosis of single-lead ECG using novel hybrid residual recurrent convolutional neural networks. Biomed. Signal Process. Control. 95: 106422 (2024) - [j6]Xiaoyang Wei, Zhiyuan Li, Yuanyuan Tian, Mengxiao Wang, Jinlei Liu, Yanrui Jin, Weiping Ding, Chengliang Liu:
Differentiated knowledge distillation: Patient-specific single-sample personalization for electrocardiogram diagnostic models. Eng. Appl. Artif. Intell. 136: 108880 (2024) - [j5]Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Jinlei Liu, Mengxiao Wang, Xiaoyang Wei, Liqun Zhao, Chengliang Liu:
M-XAF: Medical explainable diagnosis system of atrial fibrillation based on medical knowledge and semantic representation fusion. Eng. Appl. Artif. Intell. 136: 108890 (2024) - [j4]Yunqing Liu, Chengjin Qin, Yuanyuan Tian, Mengxiao Wang, Jinlei Liu, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu:
Lightweight Optimization of Deep Learning Models for Accurate Arrhythmia Detection in Clinical 12-Lead ECG Data. IEEE Trans. Instrum. Meas. 73: 1-17 (2024) - [c9]Mengxiao Wang, Zi-Qiang Lang, Di Zhang, Dilly O. Anumba:
Electrical Impedance Spectroscopy Based Preterm Birth Prediction with Machine Learning. AIiH (1) 2024: 85-97 - 2023
- [j3]Mengxiao Wang, Jing Huang:
Detecting Ethereum Ponzi Schemes Through Opcode Context Analysis and Oversampling-Based AdaBoost Algorithm. Comput. Syst. Sci. Eng. 47(1): 1023-1042 (2023) - [c8]Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Chengliang Liu, Liqun Zhao, Xiaoxue Yang:
A Novel Personalized Incremental Arrhythmias Classification Method for ECG Monitoring. FSDM 2023: 877-883 - [c7]Yanrui Jin, Zhiyuan Li, Yuanyuan Tian, Mengxiao Wang, Xiaoyang Wei, Chengliang Liu, Xiaoxue Yang:
ECG Quality Assessment Framework by Using Attentional Convolution Neural Network. FSDM 2023: 891-897 - [c6]Yuanyuan Tian, Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Mengxiao Wang, Liqun Zhao, Xiaoxue Yang, Chengliang Liu:
Evaluate the Correlation Between Electrocardiogram Age and Cardiovascular Disease Using a 12-lead ECG Dataset. FSDM 2023: 905-911 - [c5]Mengxiao Wang, Yanrui Jin, Zhiyuan Li, Xiaoyang Wei, Chengliang Liu, Xiaoxue Yang:
Interpretable Deep Learning Model for Identifying the Immediate Risk of Myocardial Infarction Complications. FSDM 2023: 918-924 - [c4]Xiaoyang Wei, Mengxiao Wang, Yanrui Jin, Zhiyuan Li, Yuanyuan Tian, Chengliang Liu:
An Interpretable Residual Neural Network for the Diagnosis of Myocardial Infarction. FSDM 2023: 938-943 - [d1]Yanrui Jin, Zhiyuan Lee, Mengxiao Wang:
test data for Cardiologist-level interpretable knowledge-fused deep neural network for automatic arrhythmia diagnosis. Zenodo, 2023
- 2022
- [j2]Mengxiao Wang:
3D coronary artery elastic registration based on differential invariant signatures. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(6): 622-632 (2022)
2010 – 2019
- 2019
- [c3]Mengxiao Wang, Huizhang Luo, Qing Liu, Hong Jiang:
Load-aware Elastic Data Reduction and Re-computation for Adaptive Mesh Refinement. NAS 2019: 1-9 - [c2]Yitang Zeng, Yachi Lu, Mengxiao Wang, Borong Hu, Yanping Chen:
Analysis on the Business Model of Fresh E-commerce - Taking Hema Supermarket as an Example. WHICEB 2019: 4
2000 – 2009
- 2009
- [j1]Zhongjun Xiao, Mengxiao Wang:
Study on the NN Decoupling Control System of Air-cushioned Headbox. Comput. Inf. Sci. 2(3): 87-93 (2009) - 2002
- [c1]Tang Wei, Songjiao Shi, Mengxiao Wang:
A novel Smith predictor with double-controller structure. ACC 2002: 5074-5079
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