Generative Adversarial Networks with Enhanced Symmetric Residual Units for Single Image Super-Resolution. - Xianyu Wu; Xiaojie Li 001; Jia He 003; Xi Wu 004; Imran Mumtaz (MMM (1), 2019)

Robust geodesic based outlier detection for class imbalance problem. - Canghong Shi; Xiaojie Li 001; Jiancheng Lv 001; Jing Yin; Imran Mumtaz (Pattern Recognit. Lett., 2020)

Face inpainting based on GAN by facial prediction and fusion as guidance information. - Xian Zhang 008; Canghong Shi; Xin Wang 045; Xi Wu 004; Xiaojie Li 001; Jiancheng Lv 001; Imran Mumtaz (Appl. Soft Comput., 2021)

Extraction of Psychological Effects of COVID-19 Pandemic through Topic-Level Sentiment Dynamics. - Abdul Razzaq; Touqeer Abbas; Sarfraz Hashim; Salman Qadri; Imran Mumtaz; Najia Saher; Muzammil Ul Rehman; Faisal Shahzad; Syed Ali Nawaz (Complex., 2022)

MRI Image Segmentation of Nasopharyngeal Carcinoma Using Multi-Scale Cascaded Fully Convolutional Network. - Yanfen Guo; Zhe Cui; Xiaojie Li 001; Jing Peng 003; Jinrong Hu; Zhipeng Yang; Tao Wu; Imran Mumtaz (Intell. Autom. Soft Comput., 2022)

Multistage semantic-aware image inpainting with stacked generator networks. - Yongpeng Ren; Hongping Ren; Canghong Shi; Xian Zhang 008; Xi Wu 004; Xiaojie Li 001; Jiancheng Lv 001; Jiliu Zhou; Imran Mumtaz (Int. J. Intell. Syst., 2022)

DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting. - Xian Zhang 008; Xin Wang 045; Canghong Shi; Zhe Yan; Xiaojie Li 001; Bin Kong 001; Siwei Lyu; Bin Zhu 008; Jiancheng Lv 001; Youbing Yin; Qi Song 001; Xi Wu 004; et al. (Pattern Recognit., 2022)

Image outpainting guided by prior structure information. - Canghong Shi; Yongpeng Ren; Xiaojie Li 001; Imran Mumtaz; Zhiheng Jin; Hongping Ren (Pattern Recognit. Lett., 2022)

Dual-feature Fusion Attention Network for Small Object Segmentation. - Xin Fei; Xiaojie Li 001; Canghong Shi; Hongping Ren; Imran Mumtaz; Jun Guo; Yu Wu; Yong Luo; Jiancheng Lv 001; Xi Wu 004 (Comput. Biol. Medicine, 2023)

CAGAN: Classifier-augmented generative adversarial networks for weakly-supervised COVID-19 lung lesion localisation. - Xiaojie Li 001; Xin Fei; Zhe Yan; Hongping Ren; Canghong Shi; Xian Zhang 008; Imran Mumtaz; Yong Luo; Xi Wu 004 (IET Comput. Vis., 2024)

CAPAST: Content Affinity Preserved Arbitrary Style Transfer. - Xinyuan Zheng; Xiaojie Li 001; Canghong Shi; Jia He 003; Zhan ao Huang; Xian Zhang 008; Imran Mumtaz (ICASSP, 2025)

An adaptive and large payload audio watermarking against jittering attacks. - Tianyu Yang; Canghong Shi; Minfeng Shao; Sani M. Abdullahi; Imran Mumtaz; Yong Liu; Ling Xiong (Comput. Electr. Eng., 2025)

Memo-UNet: Leveraging historical information for enhanced wave height prediction. - Teng Fang; Xiaojie Li 001; Canghong Shi; Xian Zhang 008; Wei Xiao; Yi Kou; Imran Mumtaz; Zhan ao Huang (Neurocomputing, 2025)