@article{
han2026mapgd,
title={{MAPGD}: Multi-Agent Prompt Gradient Descent for Collaborative Prompt Optimization},
author={Yichen Han and Yuhang Han and Siteng Huang and Guanyu Liu and YUJIA ZHANG and Jianwei Shi and Isaac N Shi and Lewei He and TIANYU SHI},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2026},
url={https://openreview.net/forum?id=3kmaMv2r2Z},
note={}
}