Aman Priyanshu

Foundation AI-Cisco Systems Inc

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)

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Paul Kassianik (1)Baturay Saglam (1)Huaibo Zhao (1)Blaine Nelson (1)

Papers (1)

Jun 17, 2026

Foundation AI-Cisco Systems Inc3w ago·also Stanford HAI, Yale

FAPO: Fully Autonomous Prompt Optimization of Multi-Step LLM Pipelines

FAPO achieves a remarkable +33.8 percentage point gain in performance by seamlessly transitioning from prompt optimization to structural adjustments in LLM pipelines.

Paul Kassianik, Baturay Saglam, Huaibo Zhao +4

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought

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Aman Priyanshu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)