Zeyuan Ma
Scholar

Zeyuan Ma

Google Scholar ID: Jcy8wPgAAAAJ
South China University of Technology
Meta-Black-Box OptimizationReinforcement LearningLearning to Optimize
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Citations & Impact
All-time
Citations
230
 
H-index
9
 
i10-index
8
 
Publications
20
 
Co-authors
8
list available
Contact
No contact links provided.
Publications
21 items
Rethink Efficiency Side of Neural Combinatorial Solver: An Offline and Self-Play Paradigm
2026
Cited
0
Reinforcement Learning-assisted Constraint Relaxation for Constrained Expensive Optimization
2026
Cited
0
Surrogate Ensemble in Expensive Multi-Objective Optimization via Deep Q-Learning
2026
Cited
0
Detect and Act: Automated Dynamic Optimizer through Meta-Black-Box Optimization
2026
Cited
0
COBRA++: Enhanced COBRA Optimizer with Augmented Surrogate Pool and Reinforced Surrogate Selection
2026
Cited
0
Evolution of Benchmark: Black-Box Optimization Benchmark Design through Large Language Model
2026
Cited
0
READY: Reward Discovery for Meta-Black-Box Optimization
2026
Cited
0
Offline Multi-Task Multi-Objective Data-Driven Evolutionary Algorithm with Language Surrogate Model and Implicit Q-Learning
2025
Cited
0
Resume (English only)
Co-authors
8 total
Yue-Jiao Gong (龚月姣)
Yue-Jiao Gong (龚月姣)
South China University of Technology
Guo Hongshu
Guo Hongshu
South China University of Technology
Yining Ma
Yining Ma
Postdoctoral Associate, MIT
Zhiguang Cao
Zhiguang Cao
Singapore Management University
Co-author 5
Co-author 5
Professor Kay Chen TAN
Professor Kay Chen TAN
Chair Professor, Dept. of Data Science & Artificial Intelligence, Hong Kong Polytechnic University
Ran Cheng (程然)
Ran Cheng (程然)
The Hong Kong Polytechnic University
Co-author 8
Co-author 8