| 2024 | AI | DRNet: A Decision-Making Method for Autonomous Lane Changing with Deep Reinforcement Learning. | Kunpeng Xu, Lifei Chen, Shengrui Wang |
| 2024 | IJCNN | Beyond Dropout: Robust Convolutional Neural Networks Based on Local Feature Masking. | Yunpeng Gong, Chuangliang Zhang, Yongjie Hou, Lifei Chen, Min Jiang |
| 2024 | PAKDD | Kernel Representation Learning with Dynamic Regime Discovery for Time Series Forecasting. | Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang |
| 2024 | SDM | RHINE: A Regime-Switching Model with Nonlinear Representation for Discovering and Forecasting Regimes in Financial Markets. | Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang |
| 2023 | ADMA | Modeling of Repeated Measures for Time-to-event Prediction. | Jianfei Zhang, Lifei Chen, Shengrui Wang |
| 2023 | DEXA | Toward Healthy Aging: Temporal Regression for Disability Prediction and Warning Decision-Making. | Jianfei Zhang, Lifei Chen, Shengrui Wang |
| 2022 | CVPR | Person Re-identification Method Based on Color Attack and Joint Defence. | Yunpeng Gong, Liqing Huang, Lifei Chen |
| 2022 | ICDM | Data-driven Kernel Subspace Clustering with Local Manifold Preservation. | Kunpeng Xu, Lifei Chen, Shengrui Wang |
| 2019 | PAKDD | Time-Dependent Survival Neural Network for Remaining Useful Life Prediction. | Jianfei Zhang, Shengrui Wang, Lifei Chen, Gongde Guo, Rongbo Chen, Alain Vanasse |
| 2018 | APWEB | Large Scale UAVs Collaborative Formation Simulation Based on Starlings' Flight Mechanism. | Rong Xie, Cunfeng Gu, Li Liu, Lifei Chen, Linyu Zhang |
| 2018 | APWEB | A Self-representation Model for Robust Clustering of Categorical Sequences. | Kunpeng Xu, Lifei Chen, Shengrui Wang, Beizhan Wang |
| 2018 | APWEB | Sequence-As-Feature Representation for Subspace Classification of Multivariate Time Series. | Liang Yuan, Lifei Chen, Rong Xie, Huihuang Hsu |
| 2017 | AINA | Sequential Representation of Clinical Data for Full-Fitting Survival Prediction. | Jianfei Zhang, Lifei Chen, Aurlien Bach, Josiane Courteau, Alain Vanasse, Shengrui Wang |
| 2017 | APWEB | Smooth Representation Clustering Based on Kernelized Random Walks. | Liping Chen, Gongde Guo, Lifei Chen |
| 2017 | APWEB | An Adversarial Machine Learning Model Against Android Malware Evasion Attacks. | Lingwei Chen, Shifu Hou, Yanfang Ye, Lifei Chen |
| 2017 | APWEB | Deep Analysis and Utilization of Malware's Social Relation Network for Its Detection. | Shifu Hou, Lingwei Chen, Yanfang Ye, Lifei Chen |
| 2016 | AAAI | Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data. | Jianfei Zhang, Lifei Chen, Alain Vanasse, Josiane Courteau, Shengrui Wang |
| 2016 | ICDM | Predicting COPD Failure by Modeling Hazard in Longitudinal Clinical Data. | Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Aurlien Bach, Alain Vanasse |
| 2016 | KSEM | Clustering Categorical Sequences with Variable-Length Tuples Representation. | Liang Yuan, Zhiling Hong, Lifei Chen, Qiang Cai |
| 2015 | KSEM | Subspace Clustering on Mobile Data for Discovering Circle of Friends. | Tao Wu, Yujie Fan, Zhiling Hong, Lifei Chen |
| 2013 | IJCAI | Central Clustering of Categorical Data with Automated Feature Weighting. | Lifei Chen, Shengrui Wang |
| 2012 | ADMA | Semi-naive Bayesian Classification by Weighted Kernel Density Estimation. | Lifei Chen, Shengrui Wang |
| 2012 | AINA | Nearest Neighbor Classification by Partially Fuzzy Clustering. | Lifei Chen, Gongde Guo, Shengrui Wang |
| 2012 | CIKM | Automated feature weighting in naive bayes for high-dimensional data classification. | Lifei Chen, Shengrui Wang |
| 2012 | ICPR | Centroid-based clustering for graph datasets. | Lifei Chen, Shengrui Wang, Xuanhui Yan |
| 2010 | AINA | A New Over-Sampling Method Based on Cluster Ensembles. | Si Chen, Gongde Guo, Lifei Chen |
| 2010 | ICMLC | Using class-dependent projection for text categorization. | Lifei Chen, Gongde Guo |
| 2009 | AINA | A Robust Algorithm for Fuzzy Document Clustering. | Lifei Chen, Shengrui Wang, Qingshan Jiang |
| 2008 | AINA | A New Centroid-Based Classifier for Text Categorization. | Lifei Chen, Yanfang Ye, Qingshan Jiang |
| 2008 | ICDM | A Probability Model for Projective Clustering on High Dimensional Data. | Lifei Chen, Qingshan Jiang, Shengrui Wang |
| 2007 | SNPD | Clustering Ensemble based on the K-NN Algorithm. | Fangfei Weng, Qingshan Jiang, Lifei Chen, Zhiling Hong |