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Gokul Karthik Kumar | Lattice

Gokul Karthik Kumar

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Papers on Lattice

1

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0

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3

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1

Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Distributed Systems & Hardware (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Yotam Perlitz (1)Corey Lammie (1)Andrea Giovannini (1)Katja Hose (1)

Papers (1)

Aug 25, 2026

Affiliation:3d ago

DataKernelBench: Can LLMs Optimize Database Queries on GPUs?

LLMs can optimize database queries on GPUs, achieving over 2.5x speedup by leveraging advanced execution strategies and kernel fusion.

Gokul Karthik Kumar, Yotam Perlitz, Corey Lammie +2

Code Generation & Program Synthesis Distributed Systems & Hardware Eval Frameworks & Benchmarks