Yuyu Luo
3 papers · Latest:
Artificial Intelligence
Harnessing Agentic Evolution
AEvo introduces a meta-editing framework that steers agentic evolution by dynamically revising the evolution process, outperforming existing methods.
2605.13821
ROSE: An Intent-Centered Evaluation Metric for NL2SQL
ROSE is a new intent-centered metric for NL2SQL that reliably evaluates if predicted SQL answers the user's question, outperforming existing methods.
2604.12988
Machine LearningCo-Evolution of Policy and Internal Reward for Language Agents
Self-Guide enables language agents to generate and refine internal rewards, improving policy optimization and inference-time guidance for long-horizon tasks.
2604.03098
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