Hongshu Guo

According to our database, Hongshu Guo authored at least 11 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution.

Hongshu Guo, Yining Ma, Zeyuan Ma, Jiacheng Chen, Xinglin Zhang, Zhiguang Cao, Jun Zhang, Yue-Jiao Gong

IEEE Trans. Syst. Man Cybern. Syst., July, 2024

Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization.

Zeyuan Ma, Hongshu Guo, Yue-Jiao Gong, Jun Zhang, Kay Chen Tan

CoRR, 2024

Neural Exploratory Landscape Analysis.

Zeyuan Ma, Jiacheng Chen, Hongshu Guo, Yue-Jiao Gong

CoRR, 2024

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

Zeyuan Ma, Hongshu Guo, Jiacheng Chen, Guojun Peng, Zhiguang Cao, Yining Ma, Yue-Jiao Gong

CoRR, 2024

SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning.

Jiacheng Chen, Zeyuan Ma, Hongshu Guo, Yining Ma, Jie Zhang, Yue-Jiao Gong

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning.

Zeyuan Ma, Jiacheng Chen, Hongshu Guo, Yining Ma, Yue-Jiao Gong

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning.

Hongqiao Lian, Zeyuan Ma, Hongshu Guo, Ting Huang, Yue-Jiao Gong

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023

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

Zeyuan Ma, Hongshu Guo, Jiacheng Chen, Zhenrui Li, Guojun Peng, Yue-Jiao Gong, Yining Ma, Zhiguang Cao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A High-Performance Tensorial Evolutionary Computation for Solving Spatial Optimization Problems.

Si-chao Lei, Hongshu Guo, Xiaolin Xiao, Yue-Jiao Gong, Jun Zhang

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2021

An efficient computational approach for automatic itinerary planning on web servers.

Zeyuan Ma, Hongshu Guo, Yinxuan Gui, Yue-Jiao Gong

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2011

The study of the fixation for femoral neck fracture based on finite element method.

DMonan, Hongshu Guo, Zhang Meng

Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011