1. Youshen Xia, Jun Wang, Zhenyu Lu, Liqing Huang, Two Recurrent Neural Networks With Reduced Model Complexity for Constrained L1-Norm Optimization, IEEE Transactions on Neural Networks and Learning Systems, 2022. (Early Access, SCI 1区)

2. 董琳，黄丽清，叶锋，黄添强，翁彬，徐超.人脸伪造检测泛化性方法综述，计算机科学，2022，2:12-30. (CCF B类)

3. Liqing Huang, Youshen Xia, Tiantian Ye, Effective Blind Image Deblurring Using Matrix-Variable Optimization, IEEE Transactions on Image Processing, 2021, 30:4653-4666. （SCI 1区，Top）

4. Junjie Mao, Bin Weng, Tianqiang Huang , Feng Ye and Liqing Huang. Research on Multimodality Face Antispoofing Model Based on Adversarial Attacks. Security and Communication Networks, 2021, vol.2021.（SCI)

5. Liqing Huang, Youshen Xia, Fast Blind Image Super Resolution Using Matrix-Varia ble Optimization, IEEE Transactions on Circuits and Systems for Video Technology, 2021, 31(3): 945-955. （SCI 2区）

6. Liqing Huang, Youshen Xia, Joint Blur Kernel Estimation and CNN for Blind Image Restoration, Neurocomputing, 2020, 396: 324-345. （SCI 2区）7. Lingmei Huang, Youshen Xia, Liqing Huang, Songchuan Zhang, Two Matrix-Type Projection Neural Networks for Matrix-Valued Optimization with Application to Image Restoration, Neural Processing Letters, 2019. （SCI）

8. Liqing Huang, Youshen Xia, A 2D Observation Model-Based Algorithm for Blind Single Image Super-Resolution Reconstruction[C], 2019 International Conference on Advanced Computational Intelligence (ICACI), 2019. （EI）

9. Liqing Huang, Youshen Xia, Blind Super Resolution Image Reconstruction based on Novel Blur Type Identification[C], 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2017. （EI）

10. Meiyun Lu, Liqing Huang, Youshen Xia,2-D AR Modeling-Based Interpolation Algorithms for Image Super-resolution: A Comparison Study[C], 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2017.（EI）