Search Results for author: Guojun Peng

Found 2 papers, 1 papers with code

LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation

no code implementations2 Mar 2024 Zeyuan Ma, Hongshu Guo, Jiacheng Chen, Guojun Peng, Zhiguang Cao, Yining Ma, Yue-Jiao Gong

Recent research explores optimization using large language models (LLMs) by either iteratively seeking next-step solutions from LLMs or directly prompting LLMs for an optimizer.

Code Generation Contrastive Learning

MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning

1 code implementation NeurIPS 2023 Zeyuan Ma, Hongshu Guo, Jiacheng Chen, Zhenrui Li, Guojun Peng, Yue-Jiao Gong, Yining Ma, Zhiguang Cao

To fill this gap, we introduce MetaBox, the first benchmark platform expressly tailored for developing and evaluating MetaBBO-RL methods.

Benchmarking

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