Heterogeneous Acceleration of Hybrid PSO-QN Algorithm for Neural Network Training. - Shun Yan; Qiang Liu 011; Jiajun Li; Liang Han (IEEE Access, 2019)

Ship Detection Algorithm based on Improved YOLO V5. - Ting Liu; Baijun Zhou; Yongsheng Zhao; Shun Yan (CACRE, 2021)

An FPGA-based MobileNet Accelerator Considering Network Structure Characteristics. - Shun Yan; Zhengyan Liu; Yun Wang; Chenglong Zeng; Qiang Liu 011; Bowen Cheng; Ray C. C. Cheung (FPL, 2021)

DQI: A Dynamic Quantization Method for Efficient Convolutional Neural Network Inference Accelerators. - Yun Wang; Qiang Liu 011; Shun Yan (FCCM, 2022)

Driving Visual Saliency Prediction of Dynamic Night Scenes via a Spatio-Temporal Dual-Encoder Network. - Tao Deng 002; Lianfang Jiang; Yi Shi; Jiang Wu; Zhangbi Wu; Shun Yan; Xianshi Zhang; Hongmei Yan (IEEE Trans. Intell. Transp. Syst., 2024)

An Efficient FPGA-based Depthwise Separable Convolutional Neural Network Accelerator with Hardware Pruning. - Zhengyan Liu; Qiang Liu 011; Shun Yan; Ray C. C. Cheung (ACM Trans. Reconfigurable Technol. Syst., 2024)

Remove and recover: two stage convolutional autoencoder based sonar image enhancement algorithm. - Ting Liu 008; Shun Yan; Guofeng Wang (Multim. Tools Appl., 2024)

Multi-scale convolutional attention frequency-enhanced transformer network for medical image segmentation. - Shun Yan; Benquan Yang; Aihua Chen; Xiaoming Zhao 002; Shiqing Zhang (Inf. Fusion, 2025)