All Stories

  1. 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

  2. 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

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

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

    Zeyuan Ma

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

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

    Zeyuan Ma

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

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

    Zeyuan Ma

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

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

    Zeyuan Ma

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

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

    Zeyuan Ma, Yining Ma

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

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

    Zeyuan Ma