50 citations · 51 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 50 cited
A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining
Hongwu Peng, Shaoyi Huang, Shiyang Chen +8
Transformers are considered one of the most important deep learning models since 2018, in part because it establishes state-of-the-art (SOTA) records and could potentially replace…
cs.LG2022★ 1 cited
Motif-based Graph Representation Learning with Application to Chemical Molecules
Yifei Wang, Shiyang Chen, Guobin Chen +3
This work considers the task of representation learning on the attributed relational graph (ARG). Both the nodes and edges in an ARG are associated with attributes/features allowin…