no code implementations • 4 Nov 2021 • Zhuofu Tao, Chen Wu, Yuan Liang, Lei He
In this work, we propose LW-GCN, a lightweight FPGA-based accelerator with a software-hardware co-designed process to tackle irregularity in computation and memory access in GCN inference.
1 code implementation • AKBC Workshop CSKB 2021 • Steven Y. Feng, Kevin Lu, Zhuofu Tao, Malihe Alikhani, Teruko Mitamura, Eduard Hovy, Varun Gangal
We investigate the use of multimodal information contained in images as an effective method for enhancing the commonsense of Transformer models for text generation.