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researcher

Denis Kuznedelev

25 papers hereh-index 131.4k citations27 works total

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

author position
  • first author4
  • middle author18

Across the 22 of 25 papers where every author was matched, so the position is known.

fields
  • cs.LG14
  • cs.CV6
  • cs.CL3
  • cs.SI1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedSpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression

26 citations · 65 across the 23 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.CL2026

Representation-Space MMD for Diffusion Language Models

Ilya Drobyshevskiy, Ilia Sudakov, Maksim Semenov +7

We introduce a post-training method for diffusion language models (DLMs) that minimizes Maximum Mean Discrepancy (MMD) between generated and reference distributions in the feature…

cs.LG2026

KV Cache Offloading for Context-Intensive Tasks

Andrey Bocharnikov, Ivan Ermakov, Denis Kuznedelev +2

With the growing demand for long-context LLMs across a wide range of applications, the key-value (KV) cache has become a critical bottleneck for both latency and memory usage. Rece…

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