A Generalized Uncorrelated Ridge Regression with Nonnegative Labels for Unsupervised Feature Selection. - Han Zhang 012; Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2018)

Auto-weighted 2-dimensional maximum margin criterion. - Han Zhang 012; Feiping Nie 001; Rui Zhang 017; Xuelong Li 001 (Pattern Recognit., 2018)

An efficient framework for unsupervised feature selection. - Han Zhang 012; Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2019)

Robust Multiple Rank-k Bilinear Projections for Unsupervised Learning. - Feiping Nie 001; Han Zhang 012; Rui Zhang 017; Xuelong Li 001 (IEEE Trans. Image Process., 2019)

Generalized Uncorrelated Regression with Adaptive Graph for Unsupervised Feature Selection. - Xuelong Li 001; Han Zhang 012; Rui Zhang 017; Yun Liu 021; Feiping Nie 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Semi-supervised Clustering via Pairwise Constrained Optimal Graph. - Feiping Nie 001; Han Zhang 012; Rong Wang 001; Xuelong Li 001 (IJCAI, 2020)

Double-Attentive Principle Component Analysis. - Danyang Wu; Han Zhang 012; Feiping Nie 001; Rong Wang 001; Chao Yang; Xiaoxue Jia; Xuelong Li 001 (IEEE Signal Process. Lett., 2020)

Discriminative and Uncorrelated Feature Selection With Constrained Spectral Analysis in Unsupervised Learning. - Xuelong Li 001; Han Zhang 012; Rui Zhang 017; Feiping Nie 001 (IEEE Trans. Image Process., 2020)

Adaptive Robust Low-Rank 2-D Reconstruction With Steerable Sparsity. - Rui Zhang 017; Han Zhang 012; Xuelong Li 001; Feiping Nie 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Multilevel projections with adaptive neighbor graph for unsupervised multi-view feature selection. - Han Zhang 012; Danyang Wu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Inf. Fusion, 2021)

Unified dual-label semi-supervised learning with top-k feature selection. - Han Zhang 012; Maoguo Gong; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2022)

Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method. - Xuelong Li 001; Han Zhang 012; Rong Wang 001; Feiping Nie 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Multilayer Subspace Learning With Self-Sparse Robustness for Two-Dimensional Feature Extraction. - Han Zhang 012; Maoguo Gong; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2023)

Large-Scale Clustering With Structured Optimal Bipartite Graph. - Han Zhang 012; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Discriminative Semi-Supervised Feature Selection Via a Class-Credible Pseudo-Label Learning Framework. - Xin Qi; Han Zhang 012; Feiping Nie 001 (ICASSP, 2024)

Hierarchical Multimodality Graph Reasoning for Remote Sensing Visual Question Answering. - Han Zhang 012; Keming Wang; Laixian Zhang; Bingshu Wang; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Constrained Bipartite Graph Learning for Imbalanced Multi-Modal Retrieval. - Han Zhang 012; Yiding Li; Xuelong Li 001 (IEEE Trans. Multim., 2024)

Side-constrained graph fusion for semi-supervised multi-view clustering. - Han Zhang 012; Maoguo Gong; Yannian Gu; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2024)

Geometric-inspired graph-based Incomplete Multi-view Clustering. - Zequn Yang; Han Zhang 012; Yake Wei; Zheng Wang 037; Feiping Nie 001; Di Hu 001 (Pattern Recognit., 2024)