Ezgi Sarıkayak

Siemens AG Technical University of Munich

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)

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Wenchao Gu (1)Hesham Ghonim (1)Chunyang Chen (1)

Papers (1)

Jun 24, 2026

2w ago·also TU Munich

Evaluating LLMs on Real-World Software Performance Optimization

Current LLMs achieve negligible runtime and memory optimizations, while expert implementations deliver up to 15.5x speedup and 171.3x memory reduction.

Ezgi Sarıkayak, Wenchao Gu, Hesham Ghonim +1

Code Generation & Program Synthesis Eval Frameworks & Benchmarks

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Ezgi Sarıkayak

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)