6 citations · 6 across the 1 of their papers we have counts for
3 papers
eess.SP2019
Implementing distributed graph filters by elementary matrix decomposition
Samuel Cheng
In this letter, we consider the implementation problem of distributed graph filters, where each node only has access to the signals of the current and its neighboring nodes. By usi…
cs.LG2019★ 6 cited
Neural Network for NILM Based on Operational State Change Classification
Peng Xiao, Samuel Cheng
Energy disaggregation in a non-intrusive way estimates appliance level electricity consumption from a single meter that measures the whole house electricity demand. Recently, with…
eess.SP2018
Undirected graphs: is the shift-enabled condition trivial or necessary?
Liyan Chen, Samuel Cheng, Kanghang He +2
It has recently been shown that, contrary to the wide belief that a shift-enabled condition (necessary for any shift-invariant filter to be representable by a graph shift matrix) c…