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Ruslan Svirschevski

6 papers hereh-index 5610 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedSpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression

26 citations · 31 across the 5 of their papers we have counts for

collaborators
Showing 2024 · cs.CLShow all

2 papers · 2 filters

cs.CL2024★ 3 cited

SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices

Ruslan Svirschevski, Avner May, Zhuoming Chen +3

As large language models gain widespread adoption, running them efficiently becomes crucial. Recent works on LLM inference use speculative decoding to achieve extreme speedups. How…

cs.CL2024★ 2 cited

Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Zhuoming Chen, Avner May, Ruslan Svirschevski +4

As the usage of large language models (LLMs) grows, performing efficient inference with these models becomes increasingly important. While speculative decoding has recently emerged…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.