Pattern recognition and machine learning

Multi-modal data representation and analyze

Image processing

Deep learning

- CDRM: Causal disentangled representation learning for missing Data, Knowledge-based Systems, 2024, 第 3 作者 (IF: 7.2, Q1)

- Semi-supervised Multi-view Clustering based on NMF with Fusion Regularization, ACM Transactions on Knowledge Discovery from Data, 2024, 第 2 作者 (IF: 4.0, Q1)

- Incomplete Multiview Clustering using Normalizing Alignment Strategy with Graph Regularization, IEEE Transactions on Knowledge and Data Engineering, 2022, 第 2 作者 (IF: 8.9, Q1)

- Boundary-aware context neural network for medical image segmentation, Medical Image Analysis, 2022, 第 1作者  (IF: 10.7, Q1)

- Cascaded context enhancement network for automatic skin lesion segmentation, Expert Systems With Applications, 2022, 第 1 作者  (IF: 7.5, Q1)

- Perturb more, trap more: Understanding behaviors of graph neural networks, Neurocomputing, 2022, 共同第 1 作者 (IF: 5.5, Q1)

- Focus, Fusion, and Rectify: Context-Aware Learning for COVID-19 Lung Infection Segmentation, IEEE Transactions on Neural Networks and Learning Systems, 2022, 第 1 作者 (IF: 10.2, Q1)

- Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering, IEEE Transactions on Cybernetics, 2021, 第 3 作者 (IF: 9.4, Q1)

- Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization, IEEE Transactions on Neural Networks and Learning Systems, 2021, 第 3 作者 (IF: 10.2, Q1)

- A Short-Term Prediction Model at the Early Stage of the COVID-19 Pandemic Based on Multisource Urban Data, IEEE Transactions on Computational Social Systems, 2021, 第 1 作者 (IF: 4.5, Q1)

- Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection, IEEE Journal of Biomedical and Health Informatics, 2020, 第 1 作者 (IF: 6.7, Q1)

- Multi-class Arrhythmia detection from 12-lead varied-length ECG using Attention-based Time-Incremental Convolutional Neural Network, Information Fusion, 2020, 第 2 作者 (IF: 14.7, Q1, ESI高被引)

Undergraduates Interns

Yunye Yang   Intern  Zhongnan University of Economics and Law  

Junlin Wang   Intern  Sun Yat-sen University 

​Graduate student Interns

Shuyuan Chen  Intern  University of Science and Technology of China

Fuan Xiao  Intern  Guangzhou University of Chinese Medicine

Zhonghui Wang  Intern  The Hong kong Polytechnic University  

Chuankai Xu   Intern Tianjin University