Manting Zhang

According to our database, Manting Zhang authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

Fitop-Trans: Maximizing Transformer Pipeline Efficiency through Fixed-Length Token Pruning on FPGA.

Kejia Shi, Manting Zhang, Keqing Zhao, Xiaoxing Wu, Yang Liu, Jun Yu, Kun Wang

Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024

FNM-Trans: Efficient FPGA-based Transformer Architecture with Full N: M Sparsity.

Manting Zhang, Jialin Cao, Kejia Shi, Keqing Zhao, Genhao Zhang, Jun Yu, Kun Wang

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

FLAME: Fully Leveraging MoE Sparsity for Transformer on FPGA.

Xuanda Lin, Huinan Tian, Wenxiao Xue, Lanqi Ma, Jialin Cao, Manting Zhang, Jun Yu, Kun Wang

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

PP-Transformer: Enable Efficient Deployment of Transformers Through Pattern Pruning.

Jialin Cao, Xuanda Lin, Manting Zhang, Kejia Shi, Jun Yu, Kun Wang

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

LTrans-OPU: A Low-Latency FPGA-Based Overlay Processor for Transformer Networks.

Yueyin Bai, Hao Zhou, Keqing Zhao, Manting Zhang, Jianli Chen, Jun Yu, Kun Wang

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

2020

Information Content of Ice Cloud Properties from Multi-Spectral, -Angle and -Polarization Observations.

Manting Zhang, Shiwen Teng, Di Di, Xiuqing Hu, Husi Letu, Min Min, Chao Liu

Remote. Sens., 2020