@article{sslsweetspotlearningfordifferentiatedgui, title = {SSL: Sweet Spot Learning for Differentiated Guidance in Agentic Optimization}, author = {Jinyang Wu and Changpeng Yang and Yuhao Shen and Fangzhi Xu and Bolin Ni and Chonghua Liao and Yuchen Liu and Hongzhen Wang and Shuai Nie and Shuai Zhang and Haoran Luo and Jiaming Xu}, year = {2026}, eprint = {2601.22491}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.22491}, }