Chunyun Chen

According to our database, Chunyun Chen authored at least 11 papers between 2021 and 2025.

Collaborative distances:

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

2025

From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks.

Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Jin Chao, Manas Gupta, Xulei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li

IEEE Trans. Neural Networks Learn. Syst., April, 2025

PSRR-MaxpoolNMS++: Fast Non-Maximum Suppression With Discretization and Pooling.

Tianyi Zhang, Chunyun Chen, Yun Liu, Xue Geng, Mohamed M. Sabry Aly, Jie Lin

IEEE Trans. Pattern Anal. Mach. Intell., February, 2025

LUT-DLA: Lookup Table as Efficient Extreme Low-Bit Deep Learning Accelerator.

Guoyu Li, Shengyu Ye, Chunyun Chen, Yang Wang, Fan Yang, Ting Cao, Cheng Li, Mohamed M. Sabry, Mao Yang

CoRR, January, 2025

LUT-DLA: Lookup Table as Efficient Extreme Low-Bit Deep Learning Accelerator.

Guoyu Li, Shengyu Ye, Chunyun Chen, Yang Wang, Fan Yang, Ting Cao, Cheng Liu, Mohamed M. Sabry Aly, Mao Yang

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2025

2024

From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks.

Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Chao Jin, Manas Gupta, Xulei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li

CoRR, 2024

LPViT: Low-Power Semi-structured Pruning for Vision Transformers.

Kaixin Xu, Zhe Wang, Chunyun Chen, Xue Geng, Jie Lin, Xulei Yang, Min Wu, Xiaoli Li, Weisi Lin

Proceedings of the Computer Vision - ECCV 2024, 2024

ViTA: A Highly Efficient Dataflow and Architecture for Vision Transformers.

Chunyun Chen, Lantian Li, Mohamed M. Sabry Aly

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Expert Knowledge-Driven Clothing Matching Recommendation System.

Qianwen Tao, Jun Wang, Chunyun Chen, Shuai Zhu, Youqun Shi

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

Design and Development of a Knowledge Service Platform in the Field of Computer Science: Knowledge Service Platform in Computer Science: Design and Development.

Chunyun Chen, Shuai Zhu, Qianwen Tao, Qidi Wu, Youqun Shi

Proceedings of the 2023 8th International Conference on Distance Education and Learning, 2023

2022

Scalable Hardware Acceleration of Non-Maximum Suppression.

Chunyun Chen, Tianyi Zhang, Zehui Yu, Adithi Raghuraman, Shwetalaxmi Udayan, Jie Lin, Mohamed M. Sabry Aly

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

Efficient Tunstall Decoder for Deep Neural Network Compression.

Chunyun Chen, Zhe Wang, Xiaowei Chen, Jie Lin, Mohamed M. Sabry Aly

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021