作者位次 #3/8ICML 2026Poster· Deep Learning / Large Language Models
FT-Dojo: Towards Autonomous LLM Fine-Tuning with Language Agents
Qizheng Li · Yifei Zhang · Xiao Yang · Xu Yang · Zhuo Wang · Bowen Xian · Weiqing Liu · Jiang Bian
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Qizheng Li · Yifei Zhang · Xiao Yang · Xu Yang · Zhuo Wang · Bowen Xian · Weiqing Liu · Jiang Bian
Yifei Zhang · Xu Yang · Xiao Yang · Bowen Xian · Qizheng Li · Shikai Fang · Jingyuan Li · Tmall Group of Alibaba) · Minrui Xu · Yuge Zhang · Weiqing Liu · Jiang Bian
LLM-based agents for machine learning engineering (MLE) predominantly rely on tree search, a form of gradient-free optimization that uses scalar validation scores to rank candidates. As LLM reasoning capabilities improve, exhaustive enumeration becomes increasingly inefficient compared to directe...