A novel graph-attention based multimodal fusion network for joint classification of hyperspectral image and LiDAR data. - Jianghui Cai; Min Zhang 047; Haifeng Yang 001; Yanting He; Yuqing Yang; Chenhui Shi 002; Xujun Zhao; Yaling Xun (Expert Syst. Appl., 2024)

Interpretable deep classification of time series based on class discriminative prototype learning. - Yupeng Wang; Jianghui Cai; Haifeng Yang 001; Chenhui Shi 002; Min Zhang 047; Jie Wang 046; Ran Zhang; Xujun Zhao (Intell. Data Anal., 2025)

SNMatch: A unified diversely sample selection framework for long-tailed semi-supervised learning. - Jianghui Cai; Yan Li 152; Haifeng Yang 001; Meihong Su; Yanting He; Chenhui Shi 002; Jiaxing Wang; Yi Chen (Expert Syst. Appl., 2026)

Low-reliability characteristics augment and recognition based on kinship features space. - Yanting He; Haifeng Yang 001; Jianghui Cai; Rui Wang; Yuqing Yang; Chenhui Shi 002; Meihong Su; Xujun Zhao; Yaling Xun (Expert Syst. Appl., 2026)

Multi-view clustering based on heterogeneous representation learning and tensor weighted low-rank constraints. - Haifeng Yang 001; Chenhui Shi 002; Yongjie Xin; Jianghui Cai; Lichan Zhou; Meihong Su; Yanting He; Xujun Zhao; Yaling Xun (Neurocomputing, 2026)

Multi-view clustering based on the association of graph structure and feature distribution. - Chenhui Shi 002; Yongjie Xin; Haifeng Yang 001; Jianghui Cai; Jie Wang 046; Lichan Zhou; Yanting He; Fuxing Cui; Xujun Zhao; Yaling Xun (Inf. Process. Manag., 2026)

A confidence-aware active learning framework for cross-modal inconsistency in clustering. - Chenhui Shi 002; Haifeng Yang 001; Jianghui Cai; Yanting He; Meihong Su; Xujun Zhao; Yaling Xun (Knowl. Based Syst., 2026)