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20202026
most citedScissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time

11 citations · 15 across the 13 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation

Tianyi Zhang, Junda Su, Aditya Desai +3

Adapting pre-trained large language models (LLMs) is crucial but challenging due to their enormous size. Parameter-efficient fine-tuning (PEFT) techniques typically employ additive…

cs.IR2024

IDentity with Locality: An ideal hash for gene sequence search

Aditya Desai, Gaurav Gupta, Tianyi Zhang +1

Gene sequence search is a fundamental operation in computational genomics. Due to the petabyte scale of genome archives, most gene search systems now use hashing-based data structu…