53 citations · 220 across the 27 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.DC2019★ 9 cited
AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing
Tong Geng, Ang Li, Runbin Shi +8
Deep learning systems have been successfully applied to Euclidean data such as images, video, and audio. In many applications, however, information and their relationships are bett…
cs.DC2019★ 8 cited
Fully Integrated On-FPGA Molecular Dynamics Simulations
Chen Yang, Tong Geng, Tianqi Wang +8
The implementation of Molecular Dynamics (MD) on FPGAs has received substantial attention. Previous work, however, has consisted of either proof-of-concept implementations of compo…
cs.LG2019★ 24 cited
FPDeep: Scalable Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters
Tong Geng, Tianqi Wang, Ang Li +2
Deep Neural Networks (DNNs) have revolutionized numerous applications, but the demand for ever more performance remains unabated. Scaling DNN computations to larger clusters is gen…