All Stories

  1. COBRA++: Enhanced COBRA Optimizer with Augmented Surrogate Pool and Reinforced Surrogate Selection

    Article • July 2026, ACM (Association for Computing Machinery)

    Zeyuan Ma

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

    Article • July 2026, ACM (Association for Computing Machinery)

    Zeyuan Ma

  3. A Learning-Based Cooperative Coevolution Framework for Heterogeneous Large-Scale Global Optimization

    Article • July 2026, ACM (Association for Computing Machinery)

    Zeyuan Ma

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

    Article • July 2026, ACM (Association for Computing Machinery)

    Zeyuan Ma

  5. Learn to Refine: Synergistic Multi-Agent Path Optimization for Lifelong Conflict-Free Navigation of Autonomous Vehicles

    Article • August 2025, ACM (Association for Computing Machinery)

    Zeyuan Ma

  6. A Novel Two-Phase Cooperative Co-evolution Framework for Large-Scale Global Optimization with Complex Overlapping

    Article • July 2025, ACM (Association for Computing Machinery)

    Zeyuan Ma

  7. Accurate Peak Detection in Multimodal Optimization via Approximated Landscape Learning

    Article • July 2025, ACM (Association for Computing Machinery)

    Zeyuan Ma

  8. Reinforcement Learning-based Self-adaptive Differential Evolution through Automated Landscape Feature Learning

    Article • July 2025, ACM (Association for Computing Machinery)

    Zeyuan Ma

  9. Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study

    Article • July 2025, ACM (Association for Computing Machinery)

    Zeyuan Ma

  10. RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning

    Article • July 2024, ACM (Association for Computing Machinery)

    Zeyuan Ma

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

    Article • July 2024, ACM (Association for Computing Machinery)

    Zeyuan Ma, Yining Ma

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

    Article • June 2021, ACM (Association for Computing Machinery)

    Zeyuan Ma