78 citations · 79 across the 4 of their papers we have counts for
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cs.LG2024
GLAudio Listens to the Sound of the Graph
Aurelio Sulser, Johann Wenckstern, Clara Kuempel
We propose GLAudio: Graph Learning on Audio representation of the node features and the connectivity structure. This novel architecture propagates the node features through the gra…
cs.LG2024★ 1 cited
Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory
Nikola Zubić, Federico Soldá, Aurelio Sulser +1
Despite their successes, deep learning models struggle with tasks requiring complex reasoning and function composition. We present a theoretical and empirical investigation into th…