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researcher

L. Štěpánek

3 papers hereh-index 110 citations9 works total

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

author position
  • sole author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.DC3

identity via Semantic Scholar / OpenAlex

works on
gpu acceleration 1mixture-of-experts 1packed arithmetic 1quantized inference 1routing alignment 1

From the 1 of 3 linked papers with an AI index.

collaborators

3 papers

cs.DC2026

Route-Block Membership Selects Packed-AWQ Arithmetic: A Controlled Single-Fixture Mechanism Study

Lukas Stepanek

The paper studies how the alignment of routed tokens into expert blocks determines the exact packed quantized matrix multiplication performed during Mixture‑of‑Experts inference, d…

cs.DC2026

Fail-Closed Lowering of Resident KV Claims onto LLM Serving Runtimes

Lukas Stepanek

LLM serving runtimes increasingly expose KV-cache primitives that resemble future-reuse controls: retention priority, TTL-like duration, host or storage offload, block events, acti…

cs.DC2026

Resident KV Claims: A Conformance Contract for Future Reuse under Active KV Pressure

Lukas Stepanek

KV-cache reuse mechanisms increasingly expose priority, duration, offload, routing hints, scheduler modes, and event streams. These mechanisms help preserve reusable prefixes, but…

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