Hongshu Guo

PhD student, South China University of Technology

2 papers at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization

#716 · Hongshu Guo, Zeyuan Ma, Yining Ma, Xinglin Zhang, Wei-Neng Chen, Yue-Jiao Gong

A bi-agent learning system tailored for automated algorithm design in black-box optimization.

Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization

#612 · Zeyuan Ma, Yue-Jiao Gong, Hongshu Guo, Wenjie Qiu, Sijie Ma, Hongqiao Lian, Jiajun Zhan, Kaixu Chen, Chen Wang, Zhiyang Huang, Zechuan Huang, Guojun Peng, Ran Cheng, Yining Ma

A comprehensive benchmarking platform for Meta-Black-Box Optimization approches, which provides high-efficiency training/evaluation and flexible usages for potential users.