Menghui Zhou

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Temporal Structure

Multi Task Learning

Cross Sectional

Disease Progression

Top Venues

Publications

Peng Yue, Ziheng Li, Menghui Zhou, Xulong Wang, Po Yang
Wearable-Sensor-Based Weakly Supervised Parkinson's Disease Assessment with Data Augmentation. Sensors 24 (4) (2024)
Jinlei Mao, Zhihao Zhu, Minjun Xia, Menghui Zhou, Li Wang, Jianfu Xia, Zhifei Wang
Enhanced Runge-Kutta-driven feature selection model for early detection of gastroesophageal reflux disease. Comput. Biol. Medicine 175 (2024)
Shuhao Zhang, Gaoshan Bi, Jun Qi, Yun Yang, Xiangzeng Kong, Fengtao Nan, Menghui Zhou, Po Yang
Privacy-Preserving-Enabled Lightweight COVID-19 Simulation Model for Mobile Intelligent Application. IEEE Internet Things J. 10 (8, April 15) (2023)
Xulong Wang, Menghui Zhou, Yu Zhang, Kang Liu, Jun Qi, Po Yang
Empirical Analysis of Regularised Multi-Task Learning for Modelling Alzheimer's Disease Progression. BIBM (2023)
Menghui Zhou, Yu Zhang, Tong Liu, Yun Yang, Po Yang
Efficient multi-task learning with adaptive temporal structure for progression prediction. Neural Comput. Appl. 35 (22) (2023)
Menghui Zhou, Yu Zhang, Yun Yang, Tong Liu, Po Yang
Robust Temporal Smoothness in Multi-Task Learning. AAAI (2023)
Xulong Wang, Yu Zhang, Menghui Zhou, Tong Liu, Jun Qi, Po Yang
Spatio-Temporal Similarity Measure based Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI Data. BIBM (2023)
Menghui Zhou, Tong Liu, Xulong Wang, Kang Liu, Yu Zhang, Po Yang
Integrating Automatic Temporal Relation Graph into Multi-Task Learning for Alzheimer's Disease Progression Prediction. BIBM (2023)
Menghui Zhou, Po Yang
Automatic Temporal Relation in Multi-Task Learning. KDD (2023)
Xulong Wang, Yu Zhang, Menghui Zhou, Tong Liu, Jun Qi, Po Yang
Spatio-Temporal Similarity Measure based Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI Data. CoRR (2023)
Xiangchao Chang, Menghui Zhou, Fengtao Nan, Yun Yang, Po Yang
Analytic Correlation Penalty with Variable Window in Multi-task Learning Disease Progression Model. MSN (2022)
Menghui Zhou, Yu Zhang, Tong Liu, Yun Yang, Po Yang
Multi-task Learning with Adaptive Global Temporal Structure for Predicting Alzheimer's Disease Progression. CIKM (2022)
Yu Zhang, Menghui Zhou, Tong Liu, Vitaveska Lanfranchi, Po Yang
Spatio-temporal Tensor Multi-Task Learning for Predicting Alzheimer's Disease in a Longitudinal study. EMBC (2022)
Yu Zhang, Vitaveska Lanfranchi, Xulong Wang, Menghui Zhou, Po Yang
Modeling Alzheimer's Disease Progression via Amalgamated Magnitude-Direction Brain Structure Variation Quantification and Tensor Multi-task Learning. BIBM (2022)
Menghui Zhou, Xulong Wang, Yun Yang, Fengtao Nan, Yu Zhang, Jun Qi, Po Yang
Modeling Disease Progression Flexibly with Nonlinear Disease Structure via Multi-task Learning. MSN (2021)
Benazir Quadir, Menghui Zhou
Students Perceptions, System Characteristics and Online Learning During the COVID-19 Epidemic School Disruption. Int. J. Distance Educ. Technol. 19 (2) (2021)
Ziyang Guo, Qingqiang Meng, Menghui Zhou, Xinyong Dong
Optical fiber laser sensor for liquid level measurement based on multimode interference effect. WOCC (2016)