Lifei Chen

Full Professor, College of Computer and Cyber Security, Fujian Normal University

Joined

July 2019

Names

Lifei Chen

Emails

****@fjnu.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Full Professor

College of Computer and Cyber Security, Fujian Normal University (fjnu.edu.cn)

2015 – Present

Postdoc

Department of Computer Science, Université de Sherbrooke (usherbrooke.ca)

2011 – 2012

PhD student

Department of Computer Science, Xiamen University (xmu.edu.cn)

2005 – 2008

Advisors, Relations & Conflicts

Postdoc Advisor

Shengrui Wang

2011 – 2012

PhD Advisor

Qingshan Jiang

2005 – 2008

Expertise

Clustering;Classification

Present

Representation Learning

Present

Statistical Learning

Present

Publications

Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning Method
Yunpeng Gong, Liqing Huang, Lifei Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
Beyond Dropout: Robust Convolutional Neural Networks Based on Local Feature Masking
Yunpeng Gong, Chuangliang Zhang, Yongjie Hou, Lifei Chen, Min Jiang
- 2024 International Joint Conference on Neural Networks (IJCNN)
- Readers: Everyone
Person re-identification method based on color attack and joint defence
Yunpeng Gong, Liqing Huang, Lifei Chen
- Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR2022)
- Readers: Everyone
Drift2Matrix: Kernel-Induced Self Representation for Concept Drift Adaptation in Co-evolving Time Series
Kunpeng Xu, Lifei Chen, Shengrui Wang
- Submitted to ICLR 2025
- Readers: Everyone
KAN4Drift: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?
Kunpeng Xu, Lifei Chen, Shengrui Wang
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone
Toward Healthy Aging: Temporal Regression for Disability Prediction and Warning Decision-Making
Jianfei Zhang, Lifei Chen, Shengrui Wang
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- DEXA (2) 2023
- Readers: Everyone
Nonnegative matrix factorization with combined kernels for small data representation
Liying Hu, Xian Chen, Gongde Guo, Lifei Chen
- 2022 (modified: 12 Nov 2022)
- Expert Syst. Appl. 2022
- Readers: Everyone
Kernel-based data transformation model for nonlinear classification of symbolic data
Xuanhui Yan, Lifei Chen, Gongde Guo
- 2022 (modified: 12 Nov 2022)
- Soft Comput. 2022
- Readers: Everyone
A Multi-view Kernel Clustering framework for Categorical sequences
Kunpeng Xu, Lifei Chen, Shengrui Wang
- Published: 01 Jan 2022, Last Modified: 05 Nov 2023
- Expert Syst. Appl. 2022
- Readers: Everyone
Automatic diagnostics of EEG pathology via capsule network with multi-level feature fusion
Tao Wu, Yunning Zhong, Yujie Fan, Xiangzeng Kong, Lifei Chen
- Published: 01 Jan 2022, Last Modified: 05 Nov 2023
- BIBM 2022
- Readers: Everyone

View all 83 publications

Co-Authors

View all 84 co-authors