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← Authors

Hongshu Guo

5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🏆 Grand Slam

Conferences

ICLR (2) AAAI (1) ICML (1) NIPS (1)

Top co-authors

Yue-Jiao Gong (5) Zeyuan Ma (5) Jiacheng Chen (4) Yining Ma (3) Zhiguang Cao (3) Xinglin Zhang (1) Zhou Jiang (1) Guojun Peng (1) Zhenrui Li (1) Jie Zhang (1)

Keywords

reinforcement learning (2) black-box optimization (2) hyperparameter optimization (1) neural architecture (1) zero-shot generalization (1) evolutionary algorithm (1) multitask reinforcement learning (1) benchmark platform (1) automatic configuration (1)

Papers

ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning AAAI 2025 Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization ICLR 2025 Meta-Black-Box-Optimization through Offline Q-function Learning ICML 2025 SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning ICLR 2024 MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning NIPS 2023