2 papers
cs.LG2026
LayerBoost: Layer-Aware Attention Reduction for Efficient LLMs
Mohamed Ali Souibgui, Jan Fostier, Rodrigo Abadía-Heredia +3
Transformers are mostly relying on softmax attention, which introduces quadratic complexity with respect to sequence length and remains a major bottleneck for efficient inference.…
cs.DS2023
Faster Maximal Exact Matches with Lazy LCP Evaluation
Adrián Goga, Lore Depuydt, Nathaniel K. Brown +3
MONI (Rossi et al., {\it JCB} 2022) is a BWT-based compressed index for computing the matching statistics and maximal exact matches (MEMs) of a pattern (usually a DNA read) with re…