Yang He

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Pruning Methods

Convolutional Neural Networks

Pruning Algorithms

Smoothing Filter

Top Venues

IEEE Trans. Cybern.

Publications

Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor W. Tsang
Multisize Dataset Condensation. ICLR (2024)
Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor W. Tsang
Multisize Dataset Condensation. CoRR (2024)
Yang He, Lingao Xiao
Structured Pruning for Deep Convolutional Neural Networks: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Yang He, Joey Tianyi Zhou
Data-independent Module-aware Pruning for Hierarchical Vision Transformers. ICLR (2024)
Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang
Progressive Local Filter Pruning for Image Retrieval Acceleration. IEEE Trans. Multim. 25 (2023)
Yang He, Ping Liu, Linchao Zhu, Yi Yang
Filter Pruning by Switching to Neighboring CNNs With Good Attributes. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Xiao-Dong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang
Soft Person Reidentification Network Pruning via Blockwise Adjacent Filter Decaying. IEEE Trans. Cybern. 52 (12) (2022)
Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang
Progressive Local Filter Pruning for Image Retrieval Acceleration. CoRR (2020)
Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang
Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration. CVPR (2020)
Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Chenggang Yan, Yi Yang
Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks. IEEE Trans. Cybern. 50 (8) (2020)
Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration. CVPR (2019)
Yang He, Ping Liu, Linchao Zhu, Yi Yang
Meta Filter Pruning to Accelerate Deep Convolutional Neural Networks. CoRR (2019)
Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks. CoRR (2018)
Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Yi Yang
Progressive Deep Neural Networks Acceleration via Soft Filter Pruning. CoRR (2018)
Yang He, Ping Liu, Ziwei Wang, Yi Yang
Pruning Filter via Geometric Median for Deep Convolutional Neural Networks Acceleration. CoRR (2018)
Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks. IJCAI (2018)