39 citations · 64 across the 9 of their papers we have counts for
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cs.LG2020
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding
Lin Lan, Pinghui Wang, Xuefeng Du +3
We study the problem of node classification on graphs with few-shot novel labels, which has two distinctive properties: (1) There are novel labels to emerge in the graph; (2) The n…
stat.CO2020
Fast Generating A Large Number of Gumbel-Max Variables
Yiyan Qi, Pinghui Wang, Yuanming Zhang +3
The well-known Gumbel-Max Trick for sampling elements from a categorical distribution (or more generally a nonnegative vector) and its variants have been widely used in areas such…