LLM Agent for Hyper-Parameter Optimization. - Wanzhe Wang; Jianqiu Peng; Menghao Hu; Weihuang Zhong; Tong Zhang 026; Shuai Wang 004; Yixin Zhang; Mingjie Shao; Wanli Ni (CoRR, 2025)