Srinath Perera

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Tool Use & Agents (1)

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Kaushitha Silva (1)Kaushitha Silva (1)Srinath Perera (1)

Papers (1)

Mar 30, 2026

Kaushitha Silva +32d ago

BACE: LLM-based Code Generation through Bayesian Anchored Co-Evolution of Code and Test Populations

LLMs can generate better code by treating tests as noisy signals to be refined, rather than ground truth, unlocking performance gains even with smaller models.

Kaushitha Silva, Kaushitha Silva, Srinath Perera +1

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Tool Use & Agents

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Srinath Perera

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)