MPSSD: Multi-Path Fusion Single Shot Detector. - Shuyi Qu; Kaizhu Huang; Amir Hussain 001; Yannis Goulermas (IJCNN, 2019)

Structure First Detail Next: Image Inpainting with Pyramid Generator. - Shuyi Qu; Zhenxing Niu; Kaizhu Huang; Jianke Zhu; Matan Protter; Gadi Zimerman; Yinghui Xu (CoRR, 2021)

A Multipath Fusion Strategy Based Single Shot Detector. - Shuyi Qu; Kaizhu Huang; Amir Hussain 001; Yannis Goulermas (Sensors, 2021)

Rethinking Image Inpainting with Attention Feature Fusion. - Shuyi Qu; Kaizhu Huang; Qiufeng Wang 001; Bin Dong 003 (ICONIP (3), 2022)

Structure First Detail Next: Image Inpainting with Pyramid Generator. - Shuyi Qu; Zhenxing Niu; Jianke Zhu; Bin Dong 003; Kaizhu Huang (ICME, 2023)

AGD-GAN: Adaptive Gradient-Guided and Depth-supervised generative adversarial networks for ancient mural sketch extraction. - Zhe Yu; Shenglin Peng; Shuyi Qu; Qunxi Zhang; Jun Wang; Jinye Peng (Expert Syst. Appl., 2024)

Adaptive inpainting transformer for semantically coherent image completion. - Shuyi Qu; Jun Wang; Huixin Chen; Yirong Ma; Shenglin Peng (Appl. Soft Comput., 2025)

Mamba-GIE: A visual state space models-based generalized image extrapolation method via dual-level adaptive feature fusion. - Ruoyi Zhang; Guotao Li; Shuyi Qu; Jun Wang; Jinye Peng (Expert Syst. Appl., 2025)

Multi-scale feature extraction and gradient attention-based method for sketch extraction of painted cultural relics. - Shenglin Peng; Shan Cui; Xingguo Zhao; Jun Wang; Shuyi Qu; Xianlin Peng (Appl. Intell., 2025)

An evaluation and study of detail contrast preservation and color consistency in decolorization. - Shenglin Peng; Tong Gao; Shuyi Qu; Zhe Yu; Jun Wang; Jinye Peng (Digit. Signal Process., 2026)

High-fidelity mural inpainting via progressive reconstruction and damage-aware adaptation. - Shuyi Qu; Qingqing Kang; Zhe Yu; Shenglin Peng; Jun Wang; Qiyao Hu; Xianlin Peng; Jinye Peng (Expert Syst. Appl., 2026)

SemiSketch: An ancient mural sketch extraction network based on reference prior and gradient frequency compensation. - Zhe Yu; Jun Wang; Shuyi Qu; Qunxi Zhang; Yirong Ma; Shenglin Peng; Jinye Peng (Pattern Recognit., 2026)