| 2026 | ISKE | Hierarchical Feature Selection Considering the Irreplaceability of Features. | Linlin Xie, Chuan Luo, Tianrui Li, Hongmei Chen |
| 2026 | KSEM | Spatio-Temporal Semantic-Enhanced Contrastive Learning for Friend Recommendation. | Yixin Ruan, Hongmei Chen, Peizhong Yang, Lizhen Wang |
| 2026 | PAKDD | POF-HG: Fusion of Public Opinion Field Effect and Heterogeneous Hypergraph for Information Diffusion Prediction. | Wei Yang, Ji Zhang, Zhao Li, Yude Bai, Jia Wang, Hongmei Chen |
| 2026 | PAKDD | A Spectral Gap-Guided Eulerian Graph Rewiring Method for Heterogeneous Graph Embedding. | Jiaqi Zhao, Hongmei Chen, Peizhong Yang, Lizhen Wang |
| 2024 | APWEB | Attributed Heterogeneous Graph Embedding with Meta-graph Attention. | Xinwang Ouyang, Hongmei Chen, Peizhong Yang, Lizhen Wang, Qing Xiao |
| 2024 | APWEB | Dual-Contrastive Multi-view Clustering Under the Guidance of Global Similarity and Pseudo-label. | Ziyi Yin, Lihua Zhou, Lizhen Wang, Hongmei Chen |
| 2024 | APWEB | Meeting Pattern Detection from Trajectories in Road Network. | Weijuan Zhao, Peizhong Yang, Lizhen Wang, Hongmei Chen |
| 2024 | IJCNN | A fast multi-level co-location pattern mining approach based on extended maximal cliques. | Jinjia Dai, Lijin Tang, Lizhen Wang, Lihua Zhou, Hongmei Chen |
| 2024 | IJCNN | PMPRec: A Pre-training encoder based on Meta-Path for Recommendation. | Wenbing Zhang, Hongmei Chen, Qing Xiao, Lihua Zhou, Lizhen Wang |
| 2024 | IJCNN | Multi-masks and Bi-spaces Reconstruction based Single-Layer Auto-encoder for Heterogeneous Graph Representation Learning. | Pei Zhang, Lihua Zhou, Lizhen Wang, Hongmei Chen, Qing Xiao |
| 2023 | ADMA | Adaptive Heterogeneous Graph Contrastive Clustering with Multi-similarity. | Chao Liu, Bing Kong, Yiwei Yu, Lihua Zhou, Hongmei Chen |
| 2023 | ADMA | Self-supervised Multi-view Clustering Framework with Graph Filtering and Contrast Fusion. | Yongchao Lu, Bing Kong, Guowang Du, Chongming Bao, Lihua Zhou, Hongmei Chen |
| 2023 | MDM | A multi-view anomalous co-location detection framework considering both intra- and inter-feature couplings. | Xiwen Jiang, Lizhen Wang, Junyi Li, Hongmei Chen, Vanha Tran |
| 2022 | APWEB | Discovering Prevalent Weighted Co-Location Patterns on Spatial Data Without Candidates. | Vanha Tran, Lizhen Wang, Muquan Zou, Hongmei Chen |
| 2022 | IJCNN | MSIDP: Multi-scale Information Diffusion Prediction with Timestamp Information and Wide Dispersion. | Shaokai Xu, Lihua Zhou, Jianfeng Xu, Lizhen Wang, Hongmei Chen |
| 2021 | DASFAA | Deep Attributed Network Embedding Based on the PPMI. | Kunjie Dong, Tong Huang, Lihua Zhou, Lizhen Wang, Hongmei Chen |
| 2021 | ISKE | Opposition-based Grey Wolf Optimization Approaches for Feature Selection. | Zhi Cao, Hongmei Chen |
| 2021 | ISKE | Discriminant Feature Selection via Minimizing the Minority-emphasis Regularization to Within-class Matrix for Imbalanced Data. | Shuhao Huang, Hongmei Chen |
| 2021 | ISKE | An Overlapping Community Detection Algorithm based on Density Peaks and Label Propagation. | Chuanwei Li, Hongmei Chen, Tianrui Li |
| 2021 | ISKE | A Novel Hybrid Grey Wolf Optimizer and Its Application to Feature Selection. | Tianyi Li, Hongmei Chen |
| 2021 | ISKE | HCSA: A Novel Feature Selection Method based on Improved Crow Search Algorithm. | Tianyi Li, Hongmei Chen |
| 2021 | ISKE | A Multi-label Feature Selection Method Combining Graph and Matrix Coupling Decomposition. | Yunfei Liu, Hongmei Chen |
| 2021 | ISKE | Robust Multi-label Feature Selection via Low-dimensional Embedding and Manifold Regularization. | Haohan Lu, Hongmei Chen |
| 2021 | ISKE | Semi-supervised Multi-Label Feature Selection Using Hessian Energy based on Maximum Relevance and Minimum Redundancy. | Xinping Wu, Hongmei Chen, Tianrui Li, Hao Chen, Chuan Luo |
| 2021 | ISKE | Hierarchical Feature Selection via Large Margin Nearest Neighbor. | Jian Zheng, Chuan Luo, Tianrui Li, Hongmei Chen |
| 2020 | ICDE | ESPM: Efficient Spatial Pattern Matching (Extended Abstract). | Hongmei Chen, Yixiang Fang, Ying Zhang, Wenjie Zhang, Lizhen Wang |
| 2019 | ISKE | An Improved Density Peaks Clustering based on Rough Set Theory for Overlapping Community Detection. | Yunfei Feng, Hongmei Chen |
| 2019 | ISKE | A Robust Fuzzy Rough Set Method Based on Multi-Kernel and Fuzzy Decision for Feature Selection. | Shengwu Wang, Hongmei Chen |
| 2019 | ISKE | Fast Algorithm for Neighborhood Entropy and Neighborhood Mutual Information Based on Column Sorting. | Shengwu Wang, Hongmei Chen, Xin Fan |
| 2019 | MDM | POI Representation Learning by a Hybrid Model. | Yurui Li, Hongmei Chen, Lizhen Wang, Qing Xiao |
| 2018 | APWEB | Measuring the Spatio-Temporal Similarity Between Users. | Hongmei Chen, Peizhong Yang, Lizhen Wang, Qing Xiao |
| 2018 | APWEB | Multivariate Time Series Clustering via Multi-relational Community Detection in Networks. | Guowang Du, Lihua Zhou, Lizhen Wang, Hongmei Chen |
| 2017 | DASFAA | Efficiently Mining High Utility Co-location Patterns from Spatial Data Sets with Instance-Specific Utilities. | Lizhen Wang, Wanguo Jiang, Hongmei Chen, Yuan Fang |
| 2017 | ICNC | Link prediction via local structural information in complex networks. | Song Gao, Lihua Zhou, Xiaoxuan Wang, Hongmei Chen |
| 2017 | ISKE | An improved genetic algorithm with decision function for solving travelling salesman problem. | Dongming Guo, Hongmei Chen, Bin Wang |
| 2017 | WISE | Maximal Sub-prevalent Co-location Patterns and Efficient Mining Algorithms. | Lizhen Wang, Xuguang Bao, Lihua Zhou, Hongmei Chen |
| 2016 | APWEB | Ontology-Based Interactive Post-mining of Interesting Co-location Patterns. | Xuguang Bao, Lizhen Wang, Hongmei Chen |
| 2016 | APWEB | User-Dependent Multi-relational Community Detection in Social Networks. | Peizhong Yang, Lihua Zhou, Hongmei Chen |
| 2016 | VCIP | Fingertips detection and hand gesture recognition based on discrete curve evolution with a kinect sensor. | Zhongyuan Lai, Zhijun Yao, Chun Wang, Hui Liang, Hongmei Chen, Wu Xia |
| 2013 | IFSA | An approach for incremental maintenance of approximations in set-valued ordered decision systems while updating criteria values. | Chuan Luo, Lixia Lu, Tianrui Li, Anping Zeng, Hongmei Chen |
| 2012 | GRC | Dynamic maintenance strategy for approximations in set-valued ordered information systems under the attribute generalization. | Chuan Luo, Tianrui Li, Hongmei Chen, Dun Liu |
| 2010 | ADMA | Evaluating the Distance between Two Uncertain Categorical Objects. | Hongmei Chen, Lizhen Wang, Weiyi Liu, Qing Xiao |
| 2010 | ADMA | Efficiently Mining Co-Location Rules on Interval Data. | Lizhen Wang, Hongmei Chen, Lihong Zhao, Lihua Zhou |
| 2010 | GRC | A Method for Incremental Updating Approximations when Objects and Attributes Vary with Time. | Hongmei Chen, Tianrui Li, Junbo Zhang |
| 2010 | GRC | A Method for Incremental Updating Approximations Based on Variable Precision Set-Valued Ordered Information Systems. | Hongmei Chen, Tianrui Li, Junbo Zhang |
| 2009 | GRC | An incremental updating principle for computing approximations in information systems while the object set varies with time. | Hongmei Chen, Tianrui Li, Chengxiang Hu, Xiaolan Ji |
| 2009 | GRC | Research on the approach of dynamically maintenance of approximations in rough set theory while attribute values coarsening and refining. | Hongmei Chen, Tianrui Li, Weibin Liu, Weili Zou |
| 2009 | GRC | Approaches for incrementally updating approximations based on set-valued information systems while attribute values' coarsening and refining. | Weili Zou, Tianrui Li, Hongmei Chen, Xiaolan Ji |