主要期刊论文

1. Yang Liu, , Feiping Nie, Quanxue Gao, Xinbo Gao, Jungong Han, Ling Shao. Flexible unsupervised feature extraction for image classification [J]. Neural Networks, 2019, 115:69-71. 
2. Yang Liu, Xinbo Gao, Quanxue Gao, Ling Shao, Jungong Han. Adaptive Robust Principal Component Analysis. Neural Networks [J], 2019, 119: 85-92. 
3. Yang Liu, Xinbo Gao, Quanxue Gao, Ling Shao, Jungong Han. Label-activating framework for zero-shot learning. Neural Networks [J], 2020, 121: 1-9. 
4. Yang Liu, Quanxue Gao, Shuo Miao, Xinbo Gao, Feiping Nie, Yunsong Li. A Non-Greedy Algorithm for L1-Norm LDA [J]. IEEE Transactions on Image Processing 2017, 26(2): 684-695. 
5. Yang Liu, Kaiwen Wen, Quanxue Gao, Xinbo Gao, Feiping Nie. SVM based multi-label learning with missing labels for image annotation [J]. Pattern Recognition 2018, 78: 307-317. 
6. Yang Liu, Shuangshuang Zhao, Qianqian Wang, Quanxue Gao. Learning more distinctive representation by enhanced PCA network [J]. Neurocomputing 2018, 275: 924-931. 
7. Yang Liu, Feiping Nie, Quanxue Gao. Nuclear-norm based semi-supervised multiple labels learning [J]. Neurocomputing 2018, 275: 940-947. 
8. Yang Liu, Caifeng Shan, Quanxue Gao, Xinbo Gao, Jungong Han. Hyperspectral Image Denoising via Minimizing the Partial Sum of Singular Values and Superpixel Segmentation [J]. Neurocomputing. 2019, 330:465-482.
9. Yang Liu, Quanxue Gao, Xinbo Gao, Ling Shao. L2,1-norm Discriminant Manifold Learning [J]. IEEE Access.2018, 6(1): 40723-40734. 
10. Quanxue Gao, Lan Ma, Yang Liu, Xinbo Gao, Feiping Nie. Angle 2DPCA: A New Formulation for 2DPCA [J]. IEEE Transactions on Cybernetics 2018, 48(5): 1672-1678. 

主要会议论文

1. Yang Liu, Xie Deyan, Quanxue Gao, Jungong Han, Shujian Wang, Gao Xinbo. Graph and Autoencoder Based Feature Extraction for Zero-shot Learning [C]. IJCAI, 2019. 
2. Yang Liu, Quanxue Gao, Jungong Han, Shujian Wang. Euler Sparse Representation for Image Classification [C]. AAAI 2018 
3. Yang Liu, Quanxue Gao, Zhaohua Yang, Shujian Wang. Learning with Adaptive Neighbors for Image Clustering [C]. IJCAI 2018, 2483-2489 
4. Yang Liu, Quanxue Gao, Jin Li, Jungong Han, Ling Shao. Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder [C]. IJCAI 2018: 2490-2496 
5. Jin Li, Xuguang Lan, Yang Liu, Le Wang, Nanning Zheng. Compressing Unknown Images with Product Quantizer for Efficient Zero-Shot Classification [C]. CVPR, 2019:5463-5472