Wentao Fan

Wentao Fan

Huaqiao University

H-index: 21

Asia-China

About Wentao Fan

Wentao Fan, With an exceptional h-index of 21 and a recent h-index of 20 (since 2020), a distinguished researcher at Huaqiao University, specializes in the field of Machine Learning, Data Mining, Pattern Recognition.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-level graph regularized robust multi-modal feature selection for Alzheimer’s disease classification

Deep generative clustering methods based on disentangled representations and augmented data

Spiking generative networks empowered by multiple dynamic experts for lifelong learning

Parallel inference for cross-collection latent generalized Dirichlet allocation model and applications

Self-paced semi-supervised feature selection with application to multi-modal Alzheimer’s disease classification

Probabilistic rotation modeling based on directional mixture density networks

Continuous image anomaly detection based on contrastive lifelong learning

Unsupervised disentanglement learning via dirichlet variational autoencoder

Wentao Fan Information

University

Position

___

Citations(all)

1928

Citations(since 2020)

1565

Cited By

848

hIndex(all)

21

hIndex(since 2020)

20

i10Index(all)

57

i10Index(since 2020)

50

Email

University Profile Page

Huaqiao University

Google Scholar

View Google Scholar Profile

Wentao Fan Skills & Research Interests

Machine Learning

Data Mining

Pattern Recognition

Top articles of Wentao Fan

Title

Journal

Author(s)

Publication Date

Multi-level graph regularized robust multi-modal feature selection for Alzheimer’s disease classification

Knowledge-Based Systems

Chao Zhang

Wentao Fan

Huaxiong Li

Chunlin Chen

2024/6/7

Deep generative clustering methods based on disentangled representations and augmented data

International Journal of Machine Learning and Cybernetics

Kunxiong Xu

Wentao Fan

Xin Liu

2024/4/28

Spiking generative networks empowered by multiple dynamic experts for lifelong learning

Expert Systems with Applications

Jie Zhang

Wentao Fan

Xin Liu

2024/3/15

Parallel inference for cross-collection latent generalized Dirichlet allocation model and applications

Expert Systems with Applications

Zhiwen Luo

Manar Amayri

Wentao Fan

Koffi Eddy Ihou

Nizar Bouguila

2024/3/15

Self-paced semi-supervised feature selection with application to multi-modal Alzheimer’s disease classification

Information Fusion

Chao Zhang

Wentao Fan

Bo Wang

Chunlin Chen

Huaxiong Li

2024/7/1

Probabilistic rotation modeling based on directional mixture density networks

Information Sciences

Lidan Zeng

Wentao Fan

Nizar Bouguila

2024/3/1

Continuous image anomaly detection based on contrastive lifelong learning

Applied Intelligence

Wentao Fan

Weimin Shangguan

Nizar Bouguila

2023/7

Unsupervised disentanglement learning via dirichlet variational autoencoder

Kunxiong Xu

Wentao Fan

Xin Liu

2023/7/19

An ANN-Guided Approach to Task-Free Continual Learning with Spiking Neural Networks

Jie Zhang

Wentao Fan

Xin Liu

2023/10/13

Liouville-Based Predictive Models for Occupancy Estimation using Small Training Data

IEEE Internet of Things Journal

Jiaxun Guo

Manar Amayri

Wentao Fan

Nizar Bouguila

2023/6/26

Spiking generative networks in lifelong learning environment

Jie Zhang

Wentao Fan

Xin Liu

2023/7/19

Unsupervised meta-learning via spherical latent representations and dual VAE-GAN

Applied Intelligence

Wentao Fan

Hanyuan Huang

Chen Liang

Xin Liu

Shu-Juan Peng

2023/10

A Selective Supervised Latent Beta-Liouville Allocation for Document Classification

Zhiwen Luo

Manar Amayri

Wentao Fan

Nizar Bouguila

2023/7/19

Three-stage semisupervised cross-modal hashing with pairwise relations exploitation

IEEE Transactions on Neural Networks and Learning Systems

Wentao Fan

Chao Zhang

Huaxiong Li

Xiuyi Jia

Guoyin Wang

2023/4/6

Transformer-based contrastive learning framework for image anomaly detection

International Journal of Machine Learning and Cybernetics

Wentao Fan

Weimin Shangguan

Yewang Chen

2023/10

A Contrastive Method for Continual Generalized Zero-Shot Learning

Chen Liang

Wentao Fan

Xin Liu

Shu-Juan Peng

2023/7/19

Uncertainty quantification in molecular property prediction through spherical mixture density networks

Engineering Applications of Artificial Intelligence

Wentao Fan

Lidan Zeng

Tian Wang

2023/8/1

Cross-collection latent Beta-Liouville allocation model training with privacy protection and applications

Applied Intelligence

Zhiwen Luo

Manar Amayri

Wentao Fan

Nizar Bouguila

2023/7

Occupancy estimation in smart buildings using predictive modeling in imbalanced domains

Journal of Ambient Intelligence and Humanized Computing

Jiaxun Guo

Manar Amayri

Fatma Najar

Wentao Fan

Nizar Bouguila

2023/8

Transformer-based Encoder-Decoder Model for Surface Defect Detection

Xiaofeng Lu

Wentao Fan

2022/3/4

See List of Professors in Wentao Fan University(Huaqiao University)