Robust Formulation for PCA: Avoiding Mean Calculation With L2, p-norm Maximization. - Shuangli Liao; Jin Li 011; Yang Liu 069; Quanxue Gao; Xinbo Gao 001 (AAAI, 2018)

Euler Sparse Representation for Image Classification. - Yang Liu 069; Quanxue Gao; Jungong Han; Shujian Wang (AAAI, 2018)

Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder. - Yang Liu 069; Quanxue Gao; Jin Li 011; Jungong Han; Ling Shao 001 (IJCAI, 2018)

Learning with Adaptive Neighbors for Image Clustering. - Yang Liu 069; Quanxue Gao; Zhaohua Yang; Shujian Wang (IJCAI, 2018)

L2, 1-Norm Discriminant Manifold Learning. - Yang Liu 069; Quanxue Gao; Xinbo Gao 001; Ling Shao 001 (IEEE Access, 2018)

Nuclear-norm based semi-supervised multiple labels learning. - Yang Liu 069; Feiping Nie 001; Quanxue Gao (Neurocomputing, 2018)

Learning more distinctive representation by enhanced PCA network. - Yang Liu 069; Shuangshuang Zhao; Qianqian Wang 001; Quanxue Gao (Neurocomputing, 2018)

Euler Label Consistent K-SVD for image classification and action recognition. - Yue Song; Yang Liu 069; Quanxue Gao; Xinbo Gao 001; Feiping Nie 001; Rongmei Cui (Neurocomputing, 2018)

SVM based multi-label learning with missing labels for image annotation. - Yang Liu 069; Kaiwen Wen; Quanxue Gao; Xinbo Gao 001; Feiping Nie 001 (Pattern Recognit., 2018)

Angle 2DPCA: A New Formulation for 2DPCA. - Quanxue Gao; Lan Ma; Yang Liu 069; Xinbo Gao 001; Feiping Nie 001 (IEEE Trans. Cybern., 2018)

Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification. - Jin Li 011; Xuguang Lan; Yang Liu 069; Le Wang 003; Nanning Zheng 001 (CVPR, 2019)

Worst-Case Discriminative Feature Selection. - Shuangli Liao; Quanxue Gao; Feiping Nie 001; Yang Liu 069; Xiangdong Zhang (IJCAI, 2019)

Graph and Autoencoder Based Feature Extraction for Zero-shot Learning. - Yang Liu 069; De-Yan Xie; Quanxue Gao; Jungong Han; Shujian Wang; Xinbo Gao 001 (IJCAI, 2019)

Image Classification Using Low-Rank Regularized Extreme Learning Machine. - Qin Li 001; Yang Liu 069; Shujian Wang; Quanxue Gao; Xinbo Gao 001 (IEEE Access, 2019)

Hyperspectral image denoising via minimizing the partial sum of singular values and superpixel segmentation. - Yang Liu 069; Caifeng Shan; Quanxue Gao; Xinbo Gao 001; Jungong Han; Rongmei Cui (Neurocomputing, 2019)

Nuclear-norm based 2DLDA with application to face recognition. - Pu Zhang; Siyang Deng; Feiping Nie 001; Yang Liu 069; Xiangdong Zhang; Quanxue Gao (Neurocomputing, 2019)

Adaptive robust principal component analysis. - Yang Liu 069; Xinbo Gao 001; Quanxue Gao; Ling Shao 001; Jungong Han (Neural Networks, 2019)

Flexible unsupervised feature extraction for image classification. - Yang Liu 069; Feiping Nie 001; Quanxue Gao; Xinbo Gao 001; Jungong Han; Ling Shao 001 (Neural Networks, 2019)

A Simple Discriminative Dual Semantic Auto-encoder for Zero-shot Classification. - Yang Liu 069; Jin Li 011; Xinbo Gao 001 (CVPR Workshops, 2020)

Multi-view projected clustering with graph learning. - Quanxue Gao; Zhizhen Wan; Ying Liang; Qianqian Wang 001; Yang Liu 069; Ling Shao 001 (Neural Networks, 2020)

Label-activating framework for zero-shot learning. - Yang Liu 069; Xinbo Gao 001; Quanxue Gao; Jungong Han; Ling Shao 001 (Neural Networks, 2020)

A Joint Label Space for Generalized Zero-Shot Classification. - Jin Li 011; Xuguang Lan; Yang Long 001; Yang Liu 069; Xingyu Chen; Ling Shao 001; Nanning Zheng 001 (IEEE Trans. Image Process., 2020)

HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning. - Shiming Chen 002; Guo-Sen Xie; Yang Liu 069; Qinmu Peng; Baigui Sun; Hao Li 030; Xinge You; Ling Shao 001 (NeurIPS, 2021)

Zero-Shot Learning via Discriminative Dual Semantic Auto-Encoder. - Nan Xing; Yang Liu 069; Hong Zhu 006; Jing Wang 136; Jungong Han (IEEE Access, 2021)

MogFace: Rethinking Scale Augmentation on the Face Detector. - Yang Liu 069; Fei Wang 032; Baigui Sun; Hao Li 030 (CoRR, 2021)

Relation-based Discriminative Cooperation Network for Zero-Shot Classification. - Yang Liu 069; Xinbo Gao 001; Quanxue Gao; Jungong Han; Ling Shao 001 (Pattern Recognit., 2021)

TransZero: Attribute-Guided Transformer for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Yang Liu 069; Guo-Sen Xie; Baigui Sun; Hao Li 030; Qinmu Peng; Ke Lu 002; Xinge You (AAAI, 2022)

MogFace: Towards a Deeper Appreciation on Face Detection. - Yang Liu 069; Fei Wang 032; Jiankang Deng; Zhipeng Zhou; Baigui Sun; Hao Li 030 (CVPR, 2022)

Cross-modality person re-identification via multi-task learning. - Nianchang Huang; Kunlong Liu; Yang Liu 069; Qiang Zhang 020; Jungong Han (Pattern Recognit., 2022)

Zero-shot learning via a specific rank-controlled semantic autoencoder. - Yang Liu 069; Xinbo Gao 001; Jungong Han; Li Liu 004; Ling Shao 001 (Pattern Recognit., 2022)

A Discriminative Cross-Aligned Variational Autoencoder for Zero-Shot Learning. - Yang Liu 069; Xinbo Gao 001; Jungong Han; Ling Shao 001 (IEEE Trans. Cybern., 2023)

Relation-Aware Meta-Learning for Zero-shot Sketch-Based Image Retrieval. - Yang Liu 069; Jiale Du; Xinbo Gao 001; Jungong Han (CoRR, 2024)

Hybrid Discriminative Attribute-Object Embedding Network for Compositional Zero-Shot Learning. - Yang Liu 069; Xinshuo Wang; Jiale Du; Xinbo Gao 001; Jungong Han (CoRR, 2024)

Adaptive Relation-Aware Network for zero-shot classification. - Xun Zhang; Yang Liu 069; Yuhao Dang; Xinbo Gao 001; Jungong Han; Ling Shao 001 (Neural Networks, 2024)

Zero-shot sketch-based image retrieval via adaptive relation-aware metric learning. - Yang Liu 069; Yuhao Dang; Xinbo Gao 001; Jungong Han; Ling Shao 001 (Pattern Recognit., 2024)

Transductive zero-shot learning with generative model-driven structure alignment. - Yang Liu 069; Keda Tao; Tianhui Tian; Xinbo Gao 001; Jungong Han; Ling Shao 001 (Pattern Recognit., 2024)

Zero-Shot Learning With Attentive Region Embedding and Enhanced Semantics. - Yang Liu 069; Yuhao Dang; Xinbo Gao 001; Jungong Han; Ling Shao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Zero-shot sketch-based remote sensing image retrieval based on cross-modal fusion. - Yang Liu 069; Yuhao Dang; Huaizhou Qi; Jungong Han; Ling Shao 001 (Neural Networks, 2025)

Zero-Shot Sketch-Based Image Retrieval with teacher-guided and student-centered cross-modal bidirectional knowledge distillation. - Jiale Du; Yang Liu 069; Xinbo Gao 001; Jungong Han; Lei Zhang 038 (Pattern Recognit., 2025)

Dynamic VAEs via semantic-aligned matching for continual zero-shot learning. - Junbo Yang; Borui Hu; Hanyu Li; Yang Liu 069; Xinbo Gao 001; Jungong Han; Fanglin Chen 001; Xuangou Wu (Pattern Recognit., 2025)

Robust and Discriminative Visual-Semantic Alignment for Zero-Shot Remote Sensing Image Scene Classification. - Yang Liu 069; Weixing Luo; Xinbo Gao 001; Jungong Han; Ling Shao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Multi-Level Contextual Prototype Modulation for Compositional Zero-Shot Learning. - Yang Liu 069; Xinshuo Wang; Xinbo Gao 001; Jungong Han; Ling Shao 001 (IEEE Trans. Image Process., 2025)

Unbiased Max-Min Embedding Classification for Transductive Few-Shot Learning: Clustering and Classification Are All You Need. - Yang Liu 069; Feixiang Liu; Jiale Du; Xinbo Gao 001; Jungong Han (CoRR, 2025)

Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning. - Yang Liu 069; Xun Zhang; Jiale Du; Xinbo Gao 001; Jungong Han (CoRR, 2025)

Concept-Aware Graph Convolutional Network for Compositional Zero-Shot Learning. - Yang Liu 069; Xinshuo Wang; Xinbo Gao 001; Jungong Han; Ling Shao 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)