Zeyuan Ma

Venues

Frequent coauthors

Papers

1. A Learning-Based Cooperative Coevolution Framework for Heterogeneous Large-Scale Global Optimization
   GECCO 2026 ·

   Wenjie Qiu

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2. Advancing CMA-ES with Learning-Based Cooperative Coevolution for Scalable Optimization
   GECCO 2026 ·

   Wenjie Qiu

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3. COBRA++: Enhanced COBRA Optimizer with Augmented Surrogate Pool and Reinforced Surrogate Selection
   GECCO 2026 ·

   Zipei Yu

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4. Detect and Act: Automated Dynamic Optimizer through Meta-Black-Box Optimization
   GECCO 2026 ·

   Zijian Gao

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5. GeM-EA: A Generative and Meta-learning Enhanced Evolutionary Algorithm for Streaming Data-Driven Optimization
   GECCO 2026 ·

   Yue Wu

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6. Instance Generation for Meta-Black-Box Optimization Through Latent Space Reverse Engineering
   AAAI 2026 ·

   Chen Wang

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7. A Novel Two-Phase Cooperative Co-evolution Framework for Large-Scale Global Optimization with Complex Overlapping
   GECCO 2025 ·

   Wenjie Qiu

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8. Accurate Peak Detection in Multimodal Optimization via Approximated Landscape Learning
   GECCO 2025 · Zeyuan Ma
9. ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning
   AAAI 2025 ·

   Hongshu Guo

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10. DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization
    NeurIPS 2025 ·

    Hongshu Guo

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11. Learn to Refine: Synergistic Multi-Agent Path Optimization for Lifelong Conflict-Free Navigation of Autonomous Vehicles
    SIGKDD 2025 ·

    Junjun Li

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12. Meta-Black-Box-Optimization through Offline Q-function Learning
    ICML 2025 · Zeyuan Ma
13. MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization
    NeurIPS 2025 · Zeyuan Ma
14. Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization
    ICLR 2025 · Zeyuan Ma
15. Reinforcement Learning-based Self-adaptive Differential Evolution through Automated Landscape Feature Learning
    GECCO 2025 ·

    Hongshu Guo

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16. Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study
    GECCO 2025 · Zeyuan Ma
17. SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning
    ICLR 2024 ·

    Jiacheng Chen

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