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Sehoon Kim's picture
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Sehoon Kim

kssteven
ZihaoXuan's profile picture mdelas's profile picture minhopark-neubla's profile picture
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https://sehoonkim.org/
  • sehoonkim418
  • kssteven418

AI & ML interests

Efficient AI, AI Systems, Model Compression

Organizations

None yet

authored 6 papers over 1 year ago

Applications and Techniques for Fast Machine Learning in Science

Paper • 2110.13041 • Published Oct 25, 2021

Hessian-Aware Pruning and Optimal Neural Implant

Paper • 2101.08940 • Published Jan 22, 2021

A Survey of Quantization Methods for Efficient Neural Network Inference

Paper • 2103.13630 • Published Mar 25, 2021 • 1

An LLM Compiler for Parallel Function Calling

Paper • 2312.04511 • Published Dec 7, 2023 • 2

Learned Best-Effort LLM Serving

Paper • 2401.07886 • Published Jan 15, 2024

LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

Paper • 2403.15042 • Published Mar 22, 2024 • 28
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