FPGA

DecGNN: a framework for mapping decoupled GNN models onto CPU-FPGA heterogeneous platform
Bingyi Zhang, Hanqing Zeng, Viktor Prasanna
VTR 8: High-performance CAD and customizable FPGA architecture modelling
Kevin E Murray, Oleg Petelin, Sheng Zhong, Jia Min Wang, Mohamed Eldafrawy, Jean-Philippe Legault, Eugene Sha, Aaron G Graham, Jean Wu, Matthew JP Walker, Hanqing Zeng, Panagiotis Patros, Jason Luu, Kenneth B Kent, Vaughn Betz
Accelerating large scale GCN inference on FPGA
Bingyi Zhang, Hanqing Zeng, Viktor Prasanna
SPEC2: Spectral sparse CNN accelerator on FPGAs
Yue Niu, Hanqing Zeng, Ajitesh Srivastava, Kartik Lakhotia, Rajgopal Kannan, Yanzhi Wang, Viktor Prasanna
A flexible design automation tool for accelerating quantized spectral CNNs
Rachit Rajat, Hanqing Zeng, Viktor Prasanna
Throughput-optimized frequency domain CNN with fixed-point quantization on FPGA
Weiyi Sun, Hanqing Zeng, Yi-hua Edward Yang, Viktor Prasanna
Fast generation of high throughput customized deep learning accelerators on FPGAs
Hanqing Zeng, Chi Zhang, Viktor Prasanna