Semi-supervised Classification by Nuclear-Norm Based Transductive Label Propagation. - Lei Jia; Zhao Zhang 001; Yan Zhang 053 (ICONIP (3), 2016)

Robust Soft Semi-supervised Discriminant Projection for Feature Learning. - Xiaoyu Wang; Zhao Zhang 001; Yan Zhang 053 (ICONIP (2), 2016)

Robust L1-norm matrixed locality preserving projection for discriminative subspace learning. - Yu Tang; Zhao Zhang 001; Yan Zhang 053; Fanzhang Li (IJCNN, 2016)

Joint nuclear-norm nonlinear Manifold Learning and robust Classification by linear embedding. - Yan Zhang 053; Zhao Zhang 001; Lei Jia; Fanzhang Li (IJCNN, 2016)

Discriminative Sparse Coding by Nuclear Norm-Driven Semi-Supervised Dictionary Learning. - Weiming Jiang; Zhao Zhang 001; Yan Zhang 053; Fanzhang Li (PCM (1), 2016)

Discriminative sparse flexible manifold embedding with novel graph for robust visual representation and label propagation. - Zhao Zhang 001; Yan Zhang 053; Fanzhang Li; Ming-Bo Zhao; Li Zhang 004; Shuicheng Yan (Pattern Recognit., 2017)

Semi-supervised local multi-manifold Isomap by linear embedding for feature extraction. - Yan Zhang 053; Zhao Zhang 001; Jie Qin; Li Zhang 004; Bing Li 007; Fanzhang Li (Pattern Recognit., 2018)

Robust Unsupervised Flexible Auto-weighted Local-coordinate Concept Factorization for Image Clustering. - Zhao Zhang 001; Yan Zhang 053; Sheng Li 001; Guangcan Liu; Meng Wang 001; Shuicheng Yan (ICASSP, 2019)

Unsupervised Nonnegative Adaptive Feature Extraction for Data Representation. - Yan Zhang 053; Zhao Zhang 001; Sheng Li 001; Jie Qin; Guangcan Liu; Meng Wang 001; Shuicheng Yan (IEEE Trans. Knowl. Data Eng., 2019)

Deep Self-representative Concept Factorization Network for Representation Learning. - Yan Zhang 053; Zhao Zhang 001; Zheng Zhang 006; Mingbo Zhao; Li Zhang 004; Zhengjun Zha; Meng Wang 001 (SDM, 2020)

A Survey on Concept Factorization: From Shallow to Deep Representation Learning. - Zhao Zhang 001; Yan Zhang 053; Li Zhang 004; Shuicheng Yan (CoRR, 2020)

Joint Label Prediction Based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation. - Zhao Zhang 001; Yan Zhang 053; Guangcan Liu; Jinhui Tang 001; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Knowl. Data Eng., 2020)

Partial-Label and Structure-constrained Deep Coupled Factorization Network. - Yan Zhang 053; Zhao Zhang 001; Yang Wang 023; Zheng Zhang 006; Li Zhang 004; Shuicheng Yan; Meng Wang 001 (AAAI, 2021)

Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior. - Yan Zhang 053; Zhao Zhang 001; Yang Wang 023; Zheng Zhang 006; Li Zhang 004; Shuicheng Yan; Meng Wang 001 (Int. J. Comput. Vis., 2021)

A Survey on Concept Factorization: From Shallow to Deep Representation Learning. - Zhao Zhang 001; Yan Zhang 053; Mingliang Xu 001; Li Zhang 004; Yi Yang 001; Shuicheng Yan (Inf. Process. Manag., 2021)

Flexible Auto-Weighted Local-Coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering. - Zhao Zhang 001; Yan Zhang 053; Sheng Li 001; Guangcan Liu; Dan Zeng 001; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Knowl. Data Eng., 2021)

Multimodal Feature Extraction and Fusion for Emotional Reaction Intensity Estimation and Expression Classification in Videos with Transformers. - Jia Li 013; Yin Chen; Xuesong Zhang; Jiantao Nie; Ziqiang Li; Yangchen Yu; Yan Zhang 053; Richang Hong; Meng Wang 001 (CVPR Workshops, 2023)

Spatiotemporal contrastive modeling for video moment retrieval. - Yi Wang; Kun Li 008; Guoliang Chen; Yan Zhang 053; Dan Guo 001; Meng Wang 001 (World Wide Web (WWW), 2023)

Benchmarking Micro-Action Recognition: Dataset, Methods, and Applications. - Dan Guo 001; Kun Li 008; Bin Hu 001; Yan Zhang 053; Meng Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

MAGIC: Noise Mitigation and Knowledge Alignment for Knowledge Graph-Based Multi-modal Recommendation. - Shijie Zhu; Yan Zhang 053; Li Zhang 004; Xi Chen; Lei Zhao 001 (ICMR, 2025)

Band-Level Adaptive Fusion Network for Cross-Subject EEG Emotion Recognition. - Yilin Wang 003; Li Zhang 004; Yan Zhang 053 (IEEE Trans. Instrum. Meas., 2025)

Towards Micro-Action Recognition with Limited Annotations: An Asynchronous Pseudo Labeling and Training Approach. - Yan Zhang 053; Lechao Cheng; Yaxiong Wang; Zhun Zhong; Meng Wang 001 (CoRR, 2025)