| 2026 | 鄭隆(Long Zheng)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、袁忠(Zhong Yuan)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Tensorial multi-view subspace clustering with nonlocal smoothness，EXPERT SYSTEMS WITH APPLICATIONS, vol.vol. 313 no.1 pp.1-16,SCI,2026 |
| 2026 | 蔣雙琦(Shuangqi Jiang)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Spectral-spatial contrastive learning based hyperspectral band selection，EXPERT SYSTEMS WITH APPLICATIONS, vol.Vol. 314 no.5 pp.1-14,SCI,2026 |
| 2026 | 鄭隆(Long Zheng)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、袁忠(Zhong Yuan)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Partial multi-label learning with guided feature tree and high-order label graph，EXPERT SYSTEMS WITH APPLICATIONS, vol.vol. 310 no.10 pp.1-16,SCI,2026 |
| 2026 | 鄭隆(Long Zheng)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、袁忠(Zhong Yuan)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Semantic-consistent hashing with complete affinity relation embedding for cross-modal retrieval，EXPERT SYSTEMS WITH APPLICATIONS, vol.vol. 310 no.10 pp.1-16,SCI,2026 |
| 2026 | 張淑娟(Shujuan Zhang)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Three-stage multi-scale cross-modal hashing with label enhancement，Information Processing and Management, vol.vol. 63 no.2 pp.1-26,EI,2026 |
| 2026 | 陳宇(Yu Chen)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Robust clean hypergraph for incomplete multi-view clustering，EXPERT SYSTEMS WITH APPLICATIONS, vol.vol. 299 no.Part D pp.1-20,SCI,2026 |
| 2026 | 米勇(Yong Mi)、陳紅梅(Hongmei Chen)*、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Joint information interaction and semantic fusion for multi-view unsupervised feature selection，IEEE TRANSACTIONS ON MULTIMEDIA pp.1-15,SCI,2026 |
| 2026 | 鄭隆(Long Zheng)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Multi-Granularity Semantic Complementarity Fusion Hashing for Cross-Modal Retrieval，IEEE TRANSACTIONS ON MULTIMEDIA pp.1-14,SCI,2026 |
| 2026 | 鄭隆(Long Zheng)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、袁忠(Zhong Yuan)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Asymmetric complementary manifold hashing with category correlation for cross-modal retrieval，KNOWLEDGE-BASED SYSTEMS, vol.vol. 331 pp.1-15,SCI,2026 |
| 2025 | 郭熙(Xi Guo)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Non-convex regularized robust multimodal feature selection via self-representation learning for Alzheimer’s disease diagnosis，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol.vol. 162 no.Part E pp.1-17,SCI,2025 |
| 2025 | 段昂鑫(Ongxin Duan)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、袁忠(Zhong Yuan)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),One-pass multi-view clustering based on adaptive multiple projection regression and graph learning，EXPERT SYSTEMS WITH APPLICATIONS, vol.294 pp.1-15,SCI,2025 |
| 2025 | 何玉倩(Yuqian He)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Alzheimer’s disease detection based on flexible optimal graph fusion of multimodal low rank sparse feature selection，Information Fusion, vol.125 pp.1-20,SCI,2025 |
| 2025 | 廖湖明(Huming Liao)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、袁忠(Zhong Yuan)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Adaptive Structure Learning for Semi-supervised Feature Selection with Binary Single-label Learning，INFORMATION SCIENCES, vol.720 pp.1-19,SCI,2025 |
| 2025 | 李卓文(Zhuowen Li)、陳紅梅(Hongmei Chen)*、項彪(Biao Xiang)、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),An incomplete multiview clustering approach considering missing data recovery based on consistency，NEURAL NETWORKS, vol.191 pp.1-13,SCI,2025 |
| 2025 | 米勇(Yong Mi)、陳紅梅(Hongmei Chen)*、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Nonnegative graph embedding induced unsupervised feature selection，EXPERT SYSTEMS WITH APPLICATIONS, vol.282 pp.1-19,SCI,2025 |
| 2025 | 唐偉嘉(Weijia Tang)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Joint discriminant projection with cosine weighted dynamic graph regularization for feature extraction，INFORMATION SCIENCES, vol.705,SCI,2025 |
| 2025 | Zhuowen Li 李卓文、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Multiview feature selection combining latent space and similarity structure learning，PATTERN RECOGNITION, vol.169 pp.1-14,SCI,2025 |
| 2025 | 嚴宇彤(Yutong Yan)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、米勇(Yong Mi)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Consistency and inconsistency guided multi-view subspace clustering based on low-rank tensor and comprehensive similarity，KNOWLEDGE-BASED SYSTEMS, vol.317 pp.1-19,SCI,2025 |
| 2025 | 秦志(Zhi Qin)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Graph diffusion with dual-distance metrics for missing multi-label feature selection，EXPERT SYSTEMS WITH APPLICATIONS, vol.vol. 271 pp.126662-,SCI,2025 |
| 2025 | 王志宏(Zhihong Wang)、陳紅梅(Hongmei Chen)*、廖虎銘(Huming Liao)、尹騰宇(Tengyu Yin)、項彪(Biao Xiang)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Fuzzy-rough bireducts with supervised multi-scale granulation，IEEE TRANSACTIONS ON FUZZY SYSTEMS, vol.33 pp.1253-1264,SCI,2025 |
| 2025 | 黃品翔(Pin-Siang Huang)、洪西進(SHI-JINN HORNG)*、楊家融(Chia-Jung Yang)、陳紅梅(Hongmei Chen)、周萬雷(Wanlei Zhou),Applying Deep Learning and Heatmap Techniques for Sinusitis Diagnosis Using Enhanced 3D Image Segmentation，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, vol.74,SCI,2025 |
| 2025 | 肖子健(Zijian Xiao)、陳紅梅(Hongmei Chen)*、米勇(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Joint subspace learning and subspace clustering based unsupervised feature selection，NEUROCOMPUTING, vol.635,SCI,2025 |
| 2025 | 尹騰宇(Tengyu Yin)、陳紅梅(Hongmei Chen)*、萬繼紅(Jihong Wan)、劉克宇(Keyu Liu)、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Leveraging Fuzzy Manifold Intra-Class Correlation and Inter-Class Separability for Online Multilabel Streaming Features Analysis，IEEE TRANSACTIONS ON MULTIMEDIA, vol.99 pp.1-16,SCI,2025 |
| 2025 | 蔡榮剛(Ronggang Cai)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、李天瑞(Tianrui Li)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG),Multi-view clustering via double spaces structure learning and adaptive multiple projection regression learning，INFORMATION SCIENCES, vol.vol. 688 pp.121396-,SCI,2025 |
| 2025 | 廖虎明(Huming Liao)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、袁忠(Zhong Yuan)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),A general adaptive unsupervised feature selection with auto-weighting，NEURAL NETWORKS, vol.vol. 181 pp.106840-,SCI,2025 |
| 2024 | 羅瑜(Yu Luo)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Dual hypergraphs with feature weighted and latent space learning for the diagnosis of Alzheimer’s disease，Information Fusion, vol.vol. 112 pp.102546-,SCI,2024 |
| 2024 | 李端章(Duanzhang Li)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Dual space-based fuzzy graphs and orthogonal basis clustering for unsupervised feature selection，PATTERN RECOGNITION, vol.vol. 155 pp.110683-,SCI,2024 |
| 2024 | 項龍岩(Longyan Xiang)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Unsupervised feature selection based on bipartite graph and low-redundant regularization，KNOWLEDGE-BASED SYSTEMS, vol.vol. 302 pp.112379-,SCI,2024 |
| 2024 | 蔡榮剛(Ronggang Cai)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Feature-guided multi-view clustering by jointing local subspace label learning and global label learning，EXPERT SYSTEMS WITH APPLICATIONS, vol.vol. 252 pp.124191-,SCI,2024 |
| 2024 | 尹騰宇(Tengyu Yin)、陳紅梅(Hongmei Chen)*、王志宏(Zhihong Wang)、劉克宇(Keyu Liu)、袁忠(Zhong Yuan)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Feature selection for multilabel classification with missing labels via multi-scale fusion fuzzy uncertainty measures，PATTERN RECOGNITION, vol.vol. 154 pp.110580-,SCI,2024 |
| 2024 | 秦志(Zhi Qin)、陳紅梅(Hongmei Chen)*、尹騰宇(Tengyu Yin)、袁忠(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Adaptive label secondary reconstruction for missing multi-label learning，KNOWLEDGE-BASED SYSTEMS, vol.vol. 299 pp.112019-,SCI,2024 |
| 2024 | 項彪(Biao Xiang)、陳紅梅(Hongmei Chen)*、米勇(Yong Mi)、桑斌斌(Binbin Sang)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Class-specific discriminability and multiscale information-based multiview feature selection，IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, vol.18 pp.1-14,SCI,2024 |
| 2024 | 蔡榮剛(Ronggang Ca)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Multi-view clustering via pseudo-label guide learning and latent graph structure recovery，PATTERN RECOGNITION, vol.vol. 151 pp.110420-,SCI,2024 |
| 2024 | 尹騰宇(Tengyu Yin)、陳紅梅(Hongmei Chen)*、袁忠(Zhong Yuan)、桑彬彬(Binbin Sang)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li)、羅川(Chuan Luo),LEFMIFS: Label enhancement and fuzzy mutual information for robust multilabel feature selection，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol.vol. 133 pp.108108-,SCI,2024 |
| 2024 | 李端章(Duanzhang Li)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Unsupervised feature selection via dual space-based low redundancy scores and extended OLSDA，INFORMATION SCIENCES, vol.vol. 662 pp.120227-,SCI,2024 |
| 2024 | 王澤龍(Zelong Wang)、陳紅梅(Hongmei Chen)*、米永(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Joint subspace reconstruction and label correlation for multi-label feature selection，APPLIED INTELLIGENCE, vol.vol. 54 pp.1117-1143,SCI,2024 |
| 2024 | 米永(Yong Mi)、陳紅梅(Hongmei Chen)*、鐘原(Zhong Yuan)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Fast Multi-view Subspace Clustering with Balance Anchors Guidance，PATTERN RECOGNITION, vol.vol. 145 pp.109895-,SCI,2024 |
| 2023 | 阮氏雲(hi-Van Nguyen)、洪西進(SHI-JINN HORNG)*、武廷忠(Dinh-Trung Vu)、陳紅梅(Hongmei Chen)、李天瑞(Tianrui Li),LAWNet: A Lightweight Attention-Based Deep Learning Model for Wrist Vein Verification in Smartphones Using RGB Images，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, vol.72,SCI,2023 |
| 2023 | 雲天佑(Tengyu Yin)、陳紅梅(Hongmei Chen)*、雍聰聰(Zhong Yuan)、王基紅(Jihong Wan)、劉鉻佑(Keyu Liu)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),A Robust Multilabel Feature Selection Approach Based on Graph Structure Considering Fuzzy Dependency and Feature Interaction，IEEE TRANSACTIONS ON FUZZY SYSTEMS, vol.31 no.12,SCI,2023 |
| 2023 | 楊勇(Yong Yang)、陳紅梅梅(Hongmei Chen)*、米勇(Yong Mi)、羅川(Chuan Luo)、洪西進(SHI-JINN HORNG)、李天瑞(Tianrui Li),Multi-label feature selection based on stable label relevance and label-specific features，INFORMATION SCIENCES,SCI,2023 |
