Alexander Shypula

Papers on Lattice

Total citations

Topics

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Research focus

Code Generation & Program Synthesis (1)Recommendation & Information Retrieval (1)

Frequent co-authors

Sagnik Anupam (1)O. Bastani (1)

Papers (1)

Jan 31, 2025

Sagnik Anupam +2Jan 31, 2025

LLM Program Optimization via Retrieval Augmented Search

Contextual retrieval based on natural language descriptions can dramatically enhance program optimization performance, outperforming traditional methods by over 2x.

Sagnik Anupam, Alexander Shypula, O. Bastani5

Code Generation & Program Synthesis Recommendation & Information Retrieval