103 citations · 167 across the 19 of their papers we have counts for
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cs.LG2024
Macformer: Transformer with Random Maclaurin Feature Attention
Yuhan Guo, Lizhong Ding, Ye Yuan +1
Random feature attention (RFA) adopts random fourier feature (RFF) methods to approximate the softmax function, resulting in a linear time and space attention mechanism that enable…
cs.SI2024
Influence Maximization in Hypergraphs by Stratified Sampling for Efficient Generation of Reverse Reachable Sets
Lingling Zhang, Hong Jiang, Ye Yuan +1
Given a hypergraph, influence maximization (IM) is to discover a seed set containing vertices that have the maximal influence. Although the existing vertex-based IM algorithms…