Large Language Model Agent for Hyper-Parameter Optimization

Large Language Model Agent for Hyper-Parameter Optimization

2 February 2024

Yong Li

Papers citing "Large Language Model Agent for Hyper-Parameter Optimization"

17 / 17 papers shown

Title
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 36 0 0 07 May 2025
Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models Saad Hameed Basheer Qolomany Samir Brahim Belhaouari M. Abdallah Junaid Qadir Ala I. Al-Fuqaha 16 0 0 19 Apr 2025
Large Language Models as Particle Swarm Optimizers Yamato Shinohara Jinglue Xu Tianshui Li Hitoshi Iba 16 0 0 12 Apr 2025
Optuna vs Code Llama: Are LLMs a New Paradigm for Hyperparameter Tuning? Roman Kochnev Arash Torabi Goodarzi Zofia Antonina Bentyn D. Ignatov Radu Timofte 35 2 0 08 Apr 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems Zekun Zhou Xiaocheng Feng L. Huang Xiachong Feng Ziyun Song ... Baoxin Wang Dayong Wu Guoping Hu Ting Liu Bing Qin AI4TS 66 0 0 03 Mar 2025
Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey Yang Gu Hengyu You Jian Cao Muran Yu Haoran Fan Shiyou Qian LM&MA AI4CE 33 3 0 11 Nov 2024
Sequential Large Language Model-Based Hyper-parameter Optimization Kanan Mahammadli Seyda Ertekin 34 4 0 27 Oct 2024
SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning Yizhou Chi Yizhang Lin Sirui Hong Duyi Pan Yaying Fei ... Tianqi Pang Jacky Kwok Ceyao Zhang Bang Liu Chenglin Wu LLMAG 25 2 0 22 Oct 2024
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML Patara Trirat Wonyong Jeong Sung Ju Hwang LLMAG 23 9 0 03 Oct 2024
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories Ben Bogin Kejuan Yang Shashank Gupta Kyle Richardson Erin Bransom Peter Clark Ashish Sabharwal Tushar Khot ELM LRM 32 9 0 11 Sep 2024
When Large Language Model Meets Optimization Sen Huang Kaixiang Yang Sheng Qi Rui Wang 23 8 0 16 May 2024
Data Interpreter: An LLM Agent For Data Science Sirui Hong Yizhang Lin Bang Liu Bangbang Liu Binhao Wu ... Xinbing Liang Yaying Fei Yuheng Cheng Zongze Xu Chenglin Wu LLMAG AI4CE 39 58 0 28 Feb 2024
Large Language Model-driven Meta-structure Discovery in Heterogeneous Information Network Lin Chen Fengli Xu Nian Li Zhenyu Han Meng Wang Yong Li Pan Hui LRM 28 1 0 18 Feb 2024
AutoML-GPT: Automatic Machine Learning with GPT Shujian Zhang Chengyue Gong Lemeng Wu Xingchao Liu Mi Zhou LLMAG 52 59 0 04 May 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 204 1,701 0 07 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,953 0 22 Mar 2023
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 199 2,034 0 07 Jun 2016