Rui Ma

According to our database, Rui Ma authored at least 8 papers between 2017 and 2025.

Collaborative distances:

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

2025

TENET: An Efficient Sparsity-Aware LUT-Centric Architecture for Ternary LLM Inference On Edge.

Zhirui Huang, Rui Ma, Shijie Cao, Ran Shu, Ian Wang, Ting Cao, Chixiao Chen, Yongqiang Xiong

CoRR, September, 2025

Miniature: Fast AI Supercomputer Networks Simulation on FPGAs.

Yicheng Qian, Ran Shu, Rui Ma, Yang Wang, Derek Chiou, Nadeen Gebara, Luca Piccolboni, Miriam Leeser, Yongqiang Xiong

Proceedings of the 9th Asia-Pacific Workshop on Networking, 2025

2024

Primate: A Framework to Automatically Generate Soft Processors for Network Applications.

Rui Ma, Jia-Ching Hsu, Ali Mansoorshahi, Joseph Garvey, Michael Kinsner, Deshanand P. Singh, Derek Chiou

IEEE Comput. Archit. Lett., 2024

2022

FPGA-Based AI Smart NICs for Scalable Distributed AI Training Systems.

Rui Ma, Evangelos Georganas, Alexander Heinecke, Sergey Gribok, Andrew Boutros, Eriko Nurvitadhi

IEEE Comput. Archit. Lett., 2022

2021

Specializing FGPU for Persistent Deep Learning.

Rui Ma, Jia-Ching Hsu, Tian Tan, Eriko Nurvitadhi, David Sheffield, Rob Pelt, Martin Langhammer, Jaewoong Sim, Aravind Dasu, Derek Chiou

ACM Trans. Reconfigurable Technol. Syst., 2021

DO-GPU: Domain Optimizable Soft GPUs.

Rui Ma, Jia-Ching Hsu, Tian Tan, Eriko Nurvitadhi, Rajesh Vivekanandham, Aravind Dasu, Martin Langhammer, Derek Chiou

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

2020

Beyond Peak Performance: Comparing the Real Performance of AI-Optimized FPGAs and GPUs.

Andrew Boutros, Eriko Nurvitadhi, Rui Ma, Sergey Gribok, Zhipeng Zhao, James C. Hoe, Vaughn Betz, Martin Langhammer

Proceedings of the International Conference on Field-Programmable Technology, 2020

2017

OCEAN: An on-chip incremental-learning enhanced processor with gated recurrent neural network accelerators.

Chixiao Chen, Hongwei Ding, Huwan Peng, Haozhe Zhu, Rui Ma, Peiyong Zhang, Xiaolang Yan, Yu Wang, Mingyu Wang, Hao Min, Chuanjin Richard Shi

Proceedings of the 43rd IEEE European Solid State Circuits Conference, 2017