科研成果
主要论文：
1. Xu X, Chen J, Li Z, et al. Towards efficient filter pruning via adaptive automatic structure search[J]. Engineering Applications of Artificial Intelligence, 2024, 133: 108398.
2. Xu X, Chen J, Su H, et al. Towards efficient filter pruning via topology[J]. Journal of Real-Time Image Processing, 2022, 19(3): 639-649.
3. Xu X, Chen Q, Xie L, et al. Batch-normalization-based soft filter pruning for deep convolutional neural networks[C]//2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV). IEEE, 2020: 951-956.
4. Li Z, Xu X, Xie L, et al. Learning slimming SSD through pruning and knowledge distillation[C]//2019 Chinese Automation Congress (CAC). IEEE, 2019: 2701-2705.
5. Chen Q, Xu X, Shi Y, et al. MNCMD-based causality analysis of plant-wide oscillations for industrial process control system[C]//2020 Chinese Automation Congress (CAC). IEEE, 2020: 5617-5622.
6. Zhang J, Xu X, Chen Q, et al. Extracting fetal heart rate from abdominal ECGs based on fast multivariate empirical mode decomposition[C]//2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV). IEEE, 2020: 648-653.
7. Wang Y, Li M, Su H, et al. Loss Constrains Added Squeeze and Excitation Blocks for Pruning Deep Neural Networks[C]//2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV). IEEE, 2020: 726-731.
主要发明专利：
1. 一种基于特征图的神经网络剪枝方法ZL202110906887.0
