Shubham Agrawal

Berkeley AI Research (BAIR)

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Tool Use & Agents (1)Training Efficiency & Optimization (1)

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M. Cemri (1)Mert Cemri (1)Shubham Agrawal (1)Akshat Gupta (1)

Papers (1)

Feb 23, 2026

BAIR2w ago·also Databricks

AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization

LLM-driven program evolution gets a smart upgrade: AdaEvolve dynamically allocates resources to promising solution candidates, leaving static schedules in the dust.

M. Cemri, Mert Cemri, Shubham Agrawal +21

Code Generation & Program Synthesis Tool Use & Agents Training Efficiency & Optimization

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Shubham Agrawal

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)