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researcher

C. Demirkıran

8 papers hereh-index 7215 citations18 works total

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

author position
  • first author4
  • middle author3

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AR4
  • cs.ET2
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedAn Electro-Photonic System for Accelerating Deep Neural Networks

65 citations · 90 across the 7 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.LG2026

MXCode: Vector Quantization for MX-Native Inference at Scale

Gaurav Kolhe, Cansu Demirkiran, Shubhi Tyagi +8

Memory capacity and bandwidth are major bottlenecks in LLM inference, motivating weight compression beyond conventional 4-bit quantization. Vector quantization (VQ) enables approxi…

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