Guan Shen

According to our database, Guan Shen authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

Automatic Mapping of Heterogeneous DNN Models on Adaptive Multiaccelerator Systems.

Jieru Zhao, Guan Shen, Wenchao Ding, Quan Chen, Minyi Guo

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2024

Hardware-Software Co-Design Enabling Static and Dynamic Sparse Attention Mechanisms.

Jieru Zhao, Pai Zeng, Guan Shen, Quan Chen, Minyi Guo

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2024

An Optimizing Framework on MLIR for Efficient FPGA-based Accelerator Generation.

Weichuang Zhang, Jieru Zhao, Guan Shen, Quan Chen, Chen Chen, Minyi Guo

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

2023

MARS: Exploiting Multi-Level Parallelism for DNN Workloads on Adaptive Multi-Accelerator Systems.

Guan Shen, Jieru Zhao, Zeke Wang, Zhe Lin, Wenchao Ding, Chentao Wu, Quan Chen, Minyi Guo

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

SALO: an efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences.

Guan Shen, Jieru Zhao, Quan Chen, Jingwen Leng, Chao Li, Minyi Guo

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022