Outlier-Robust Feature Selection with ℓ2, 1-Norm Minimization and Group Row-Sparsity Induced Constraints. - Jie Wang 164; Zheng Wang 037; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2024)

Language Pre-training Guided Masking Representation Learning for Time Series Classification. - Liaoyuan Tang; Zheng Wang 037; Jie Wang 164; Guanxiong He; Zhezheng Hao; Rong Wang 001; Feiping Nie 001 (AAAI, 2025)

Consensus Graph-Based Spectral Ensemble Clustering via Low-Rank Tensor Learning. - Zhe Cao; Haonan Xin; Zihua Zhao; Jie Wang 164; Rong Wang 001 (ICASSP, 2025)

Self-Supervised Localized Topology Consistency for Noise-Robust Hyperspectral Image Classification. - Jie Wang 164; Liaoyuan Tang; Guanxiong He; Zhe Cao; Zheng Wang 037; Rong Wang 001 (ICASSP, 2025)

Bidirectional fusion for deep contrastive multi-view clustering. - Yongbo Yu; Jie Wang 164; Weizhong Yu; Zihua Zhao; Zongcheng Miao; Feiping Nie 001 (Expert Syst. Appl., 2025)

Dynamic T-distributed stochastic neighbor graph convolutional networks for multi-modal contrastive fusion. - Bo Xu; Guoxu Li; Jie Wang 164; Zheng Wang 037; Jianfu Cao; Rong Wang 001; Feiping Nie 001 (Neurocomputing, 2025)

Manifold-Aligned Consistency Contrastive Learning for Noise-Tolerant Hyperspectral Image Classification. - Jie Wang 164; Junti Wang; Guanxiong He; Zheng Wang 037; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Towards Federated Clustering: A Client-wise Private Graph Aggregation Framework. - Guanxiong He; Jie Wang 164; Liaoyuan Tang; Zhen Wang 004; Rong Wang 001; Feiping Nie 001 (CoRR, 2025)

S2-Boost: Synergistic Semantic Boosting for Coarse-to-Fine Ensemble Learning. - Guanxiong He; Zheng Wang 037; Jie Wang 164; Liaoyuan Tang; Rong Wang 001; Feiping Nie 001 (AAAI, 2026)

Towards Federated Clustering: A Client-wise Private Graph Aggregation Framework. - Guanxiong He; Zheng Wang 037; Jie Wang 164; Liaoyuan Tang; Rong Wang 001; Feiping Nie 001 (AAAI, 2026)

Group-wise attentive enhancements for unsupervised feature selection. - Jie Wang 164; Yongjin Yuan; Ziang Niu; Lingyi Kong; Zheng Wang 037; Rong Wang 001; Feiping Nie 001 (Knowl. Based Syst., 2026)

Selective-relaxed contrastive learning for hyperspectral image classification with noisy labels. - Jie Wang 164; Ziang Niu; Zheng Wang 037; Liaoyuan Tang; Bo Yan; Rong Wang 001; Feiping Nie 001 (Pattern Recognit., 2026)

Improve noise tolerance of robust feature selection via block-sparse projection learning. - Jie Wang 164; Zheng Wang 037; Yu Guo 006; Rong Wang 001; Fei Wang 008; Feiping Nie 001 (Pattern Recognit., 2026)