Yang He

According to our database, Yang He authored at least 14 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Structured Pruning for Deep Convolutional Neural Networks: A Survey.

Yang He, Lingao Xiao

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Data-independent Module-aware Pruning for Hierarchical Vision Transformers.

Yang He, Joey Tianyi Zhou

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multisize Dataset Condensation.

Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor W. Tsang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Filter Pruning by Switching to Neighboring CNNs With Good Attributes.

Yang He, Ping Liu, Linchao Zhu, Yi Yang

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Progressive Local Filter Pruning for Image Retrieval Acceleration.

Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang

IEEE Trans. Multim., 2023

You Only Condense Once: Two Rules for Pruning Condensed Datasets.

Yang He, Lingao Xiao, Joey Tianyi Zhou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Soft Person Reidentification Network Pruning via Blockwise Adjacent Filter Decaying.

Xiao-Dong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang

IEEE Trans. Cybern., 2022

2020

Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks.

Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Chenggang Yan, Yi Yang

IEEE Trans. Cybern., 2020

Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration.

Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Meta Filter Pruning to Accelerate Deep Convolutional Neural Networks.

Yang He, Ping Liu, Linchao Zhu, Yi Yang

CoRR, 2019

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration.

Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Pruning Filter via Geometric Median for Deep Convolutional Neural Networks Acceleration.

Yang He, Ping Liu, Ziwei Wang, Yi Yang

CoRR, 2018

Progressive Deep Neural Networks Acceleration via Soft Filter Pruning.

Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Yi Yang

CoRR, 2018

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks.

Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018