PPaperPicks

Zeyuan Ma

17 papers at tracked venues · 8 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

GECCO ×9AAAI ×2ICLR ×2NeurIPS ×2ICML ×1SIGKDD ×1

Frequent coauthors

Yue-Jiao Gong
×17
Hongshu Guo
×10
Wenjie Qiu
×5
Zhiguang Cao
×4
Jiacheng Chen
×4
Yining Ma
×4
Zhiyang Huang
×3
Xinglin Zhang
×3
Yuanting Zhong
×2
Chen Wang
×2
Hongqiao Lian
×2
Sijie Ma
×2

Papers

  1. A Learning-Based Cooperative Coevolution Framework for Heterogeneous Large-Scale Global Optimization
    GECCO 2026 ·
    Wenjie Qiu
    ,
    Zixin Wang
    ,
    Hongyu Fang
    , Zeyuan Ma,
    Yue-Jiao Gong
  2. Advancing CMA-ES with Learning-Based Cooperative Coevolution for Scalable Optimization
    GECCO 2026 ·
    Wenjie Qiu
    ,
    Hao Guo
    , Zeyuan Ma,
    Yue-Jiao Gong
  3. COBRA++: Enhanced COBRA Optimizer with Augmented Surrogate Pool and Reinforced Surrogate Selection
    GECCO 2026 ·
    Zipei Yu
    ,
    Zhiyang Huang
    ,
    Hongshu Guo
    ,
    Yue-Jiao Gong
    , Zeyuan Ma
  4. Detect and Act: Automated Dynamic Optimizer through Meta-Black-Box Optimization
    GECCO 2026 ·
    Zijian Gao
    , Zeyuan Ma,
    Yuanting Zhong
    ,
    Yue-Jiao Gong
    ,
    Hongshu Guo
  5. GeM-EA: A Generative and Meta-learning Enhanced Evolutionary Algorithm for Streaming Data-Driven Optimization
    GECCO 2026 ·
    Yue Wu
    ,
    Yuanting Zhong
    , Zeyuan Ma,
    Yue-Jiao Gong
  6. Instance Generation for Meta-Black-Box Optimization Through Latent Space Reverse Engineering
    AAAI 2026 ·
    Chen Wang
    ,
    Yue-Jiao Gong
    ,
    Zhiguang Cao
    , Zeyuan Ma
  7. A Novel Two-Phase Cooperative Co-evolution Framework for Large-Scale Global Optimization with Complex Overlapping
    GECCO 2025 ·
    Wenjie Qiu
    ,
    Hongshu Guo
    , Zeyuan Ma,
    Yue-Jiao Gong
  8. Accurate Peak Detection in Multimodal Optimization via Approximated Landscape Learning
    GECCO 2025 · Zeyuan Ma,
    Hongqiao Lian
    ,
    Wenjie Qiu
    ,
    Yue-Jiao Gong
  9. ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning
    AAAI 2025 ·
    Hongshu Guo
    , Zeyuan Ma,
    Jiacheng Chen
    ,
    Yining Ma
    ,
    Zhiguang Cao
    ,
    Xinglin Zhang
    ,
    Yue-Jiao Gong
  10. DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization
    NeurIPS 2025 ·
    Hongshu Guo
    , Zeyuan Ma,
    Yining Ma
    ,
    Xinglin Zhang
    ,
    Wei-Neng Chen
    ,
    Yue-Jiao Gong
  11. Learn to Refine: Synergistic Multi-Agent Path Optimization for Lifelong Conflict-Free Navigation of Autonomous Vehicles
    SIGKDD 2025 ·
    Junjun Li
    , Zeyuan Ma,
    Ting Huang
    ,
    Yue-Jiao Gong
  12. Meta-Black-Box-Optimization through Offline Q-function Learning
    ICML 2025 · Zeyuan Ma,
    Zhiguang Cao
    ,
    Zhou Jiang
    ,
    Hongshu Guo
    ,
    Yue-Jiao Gong
  13. MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization
    NeurIPS 2025 · Zeyuan Ma,
    Yue-Jiao Gong
    ,
    Hongshu Guo
    ,
    Wenjie Qiu
    ,
    Sijie Ma
    ,
    Hongqiao Lian
    ,
    Jiajun Zhan
    ,
    Kaixu Chen
    ,
    Chen Wang
    ,
    Zhiyang Huang
    ,
    Zechuan Huang
    ,
    Guojun Peng
    ,
    Ran Cheng
    ,
    Yining Ma
  14. Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization
    ICLR 2025 · Zeyuan Ma,
    Jiacheng Chen
    ,
    Hongshu Guo
    ,
    Yue-Jiao Gong
  15. Reinforcement Learning-based Self-adaptive Differential Evolution through Automated Landscape Feature Learning
    GECCO 2025 ·
    Hongshu Guo
    ,
    Sijie Ma
    ,
    Zechuan Huang
    ,
    Yuzhi Hu
    , Zeyuan Ma,
    Xinglin Zhang
    ,
    Yue-Jiao Gong
  16. Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study
    GECCO 2025 · Zeyuan Ma,
    Zhiyang Huang
    ,
    Jiacheng Chen
    ,
    Zhiguang Cao
    ,
    Yue-Jiao Gong
  17. SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning
    ICLR 2024 ·
    Jiacheng Chen
    , Zeyuan Ma,
    Hongshu Guo
    ,
    Yining Ma
    ,
    Jie Zhang
    ,
    Yue-Jiao Gong