Filter pruning via separation of sparsity search and model training. - Youzao Lian; Peng Peng; Weisheng Xu (Neurocomputing, 2021)

The encoding method of position embeddings in vision transformer. - Kai Jiang; Peng Peng; Youzao Lian; Weisheng Xu (J. Vis. Commun. Image Represent., 2022)

An EA-based pruning on improved YOLOv3 for rapid copper elbow surface defect detection. - Yuanqing Xian; Yang Yu; Youzao Lian; Jinfu Fan; Zhongjie Wang (Eng. Appl. Artif. Intell., 2023)

MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed-Precision Quantization Method for Mobile CNN-Based Applications. - Peng Peng; Mingyu You; Kai Jiang; Youzao Lian; Weisheng Xu (IEEE Trans. Image Process., 2023)

Multi-objective compression for CNNs via evolutionary algorithm. - Youzao Lian; Peng Peng; Kai Jiang; Weisheng Xu (Inf. Sci., 2024)

Cross-layer importance evaluation for neural network pruning. - Youzao Lian; Peng Peng; Kai Jiang; Weisheng Xu (Neural Networks, 2024)

Neighbor patches merging reduces spatial redundancy to accelerate vision transformer. - Kai Jiang; Peng Peng; Youzao Lian; Weihui Shao; Weisheng Xu (Neurocomputing, 2025)