Search Results for author: Yijin Guan

Found 2 papers, 1 papers with code

Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio

1 code implementation28 Jul 2022 Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Nianxiong Tan, Xiaopeng Yu, Hongzhong Zheng, Jianyi Meng, Xiaolang Yan, Yuan Xie

We also propose a reference design of the existing sampling-based method with optimized computing overheads to demonstrate the better accuracy of the proposed method.

BlockGNN: Towards Efficient GNN Acceleration Using Block-Circulant Weight Matrices

no code implementations13 Apr 2021 Zhe Zhou, Bizhao Shi, Zhe Zhang, Yijin Guan, Guangyu Sun, Guojie Luo

At the hardware design level, we propose a pipelined CirCore architecture, which supports efficient block-circulant matrices computation.

Edge-computing

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