Author

Songyue Cai

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Jul 2026

Strategy-Aware Parameter-Efficient Adaptation for LLM-based Auto-Bidding

SAGE introduces a parameter-efficient multi-modal alignment framework for constrained auto-bidding with Large Language Models, demonstrating that SAGE consistently achieves superior performance while tuning less than 10% of the trainable parameters required by full fine-tuning.

Songyue Cai, Lian-Yu Wang, Shane Gu et al. · arXiv.org · 1 citation