PPaperPicks

Hisao Ishibuchi

Southern University of Science and Technology, Shenzhen, China

23 papers at tracked venues · 1 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-9186-6472 ↗Google Scholar ↗Homepage ↗

Venues

GECCO ×12PPSN ×8IJCAI ×2AAAI ×1

Frequent coauthors

Lie Meng Pang
×11
Cheng Gong
×6
Yang Nan
×5
Hiroki Shiraishi
×4
Masaya Nakata
×4
Kenneth Zhang
×3
Qingfu Zhang
×3
Tianye Shu
×3
Ke Shang
×3
Ping Guo
×2
Rongguang Ye
×2
Michael T. M. Emmerich
×1

Papers

  1. Are NSGA-III Implementations Really Stable? A Cross-Platform Analysis of Anomalous Behaviors of NSGA-III
    GECCO 2026 ·
    Kenneth Zhang
    ,
    Lie Meng Pang
    , Hisao Ishibuchi
  2. Fair Performance Comparison of Evolutionary Multi-Objective Algorithms
    GECCO 2026 ·
    Lie Meng Pang
    , Hisao Ishibuchi
  3. Performance Indicators for Anytime Performance Analysis of Multi-objective Evolutionary Algorithms
    PPSN 2026 ·
    Lie Meng Pang
    , Hisao Ishibuchi
  4. Toward a Better NSGA-III: Addressing Consistency, Stability, and Uniformity
    PPSN 2026 ·
    Kenneth Zhang
    ,
    Lie Meng Pang
    , Hisao Ishibuchi
  5. Weight Vector Specification in MOEA/D to Find Balanced and Promising Solutions for Multi-Criteria Decision Making
    GECCO 2026 ·
    Lie Meng Pang
    ,
    Michael T. M. Emmerich
    , Hisao Ishibuchi
  6. Evidential Fuzzy Rule-Based Machine Learning to Quantify Classification Uncertainty
    GECCO 2025 ·
    Hiroki Shiraishi
    , Hisao Ishibuchi,
    Masaya Nakata
  7. Evolutionary Co-Optimization of Rule Shape and Fuzziness in Rule-Based Machine Learning
    GECCO 2025 ·
    Hiroki Shiraishi
    ,
    Yohei Hayamizu
    ,
    Tomonori Hashiyama
    ,
    Keiki Takadama
    , Hisao Ishibuchi,
    Masaya Nakata
  8. Fair Performance Comparison of Evolutionary Multi-Objective Algorithms
    GECCO 2025 · Hisao Ishibuchi,
    Lie Meng Pang
  9. Impact of Reformulation for the Real-World Constrained Multi-Objective Problems on the Performance of Evolutionary Algorithms
    GECCO 2025 ·
    Jinglin Wang
    ,
    Hongyu Zhu
    ,
    Yang Nan
    , Hisao Ishibuchi
  10. Influence of Subpopulation on the Performance of Coevolutionary Algorithms for Constrained Multiobjective Optimization Problems
    GECCO 2025 ·
    Yanyu Chen
    , Hisao Ishibuchi,
    Yang Nan
  11. Multi-Objective Molecular Design Through Learning Latent Pareto Set
    AAAI 2025 ·
    Yiping Liu
    ,
    Jiahao Yang
    ,
    Xuanbai Ren
    ,
    Xinyi Zhang
    ,
    Yuansheng Liu
    ,
    Bosheng Song
    ,
    Xiangxiang Zeng
    , Hisao Ishibuchi
  12. Performance Comparison between Evolutionary Algorithms and Linear Programming-based Relaxation Methods for Multi-Objective Knapsack Problems
    GECCO 2025 ·
    Cheng Gong
    ,
    Ping Guo
    ,
    Lie Meng Pang
    ,
    Qingfu Zhang
    , Hisao Ishibuchi
  13. R2 Indicator Analysis using the Optimal Distributions of Solutions for R2 and Other Indicators
    GECCO 2025 ·
    Yang Nan
    , Hisao Ishibuchi,
    Tianye Shu
    ,
    Ke Shang
  14. Search Behavior Analysis of NSGA-III: Dominance-based and Decomposition-based Multi-objective Evolutionary Algorithm
    GECCO 2025 · Hisao Ishibuchi,
    Lie Meng Pang
    ,
    Cheng Gong
  15. When to Truncate the Archive? On the Effect of the Truncation Frequency in Multi-Objective Optimisation
    GECCO 2025 ·
    Zhiji Cui
    ,
    Zimin Liang
    ,
    Lie Meng Pang
    , Hisao Ishibuchi,
    Miqing Li
  16. X-KAN: Optimizing Local Kolmogorov-Arnold Networks via Evolutionary Rule-Based Machine Learning
    IJCAI 2025 ·
    Hiroki Shiraishi
    , Hisao Ishibuchi,
    Masaya Nakata
  17. A Variable-Length Fuzzy Set Representation for Learning Fuzzy-Classifier Systems
    PPSN 2024 ·
    Hiroki Shiraishi
    ,
    Rongguang Ye
    , Hisao Ishibuchi,
    Masaya Nakata
  18. An Unbounded Archive-Based Inverse Model in Evolutionary Multi-objective Optimization
    PPSN 2024 ·
    Rongguang Ye
    ,
    Longcan Chen
    ,
    Jinyuan Zhang
    , Hisao Ishibuchi
  19. Hypervolume Gradient Subspace Approximation
    PPSN 2024 ·
    Kenneth Zhang
    ,
    Angel E. Rodriguez-Fernandez
    ,
    Ke Shang
    , Hisao Ishibuchi,
    Oliver Schütze
  20. LTR-HSS: A Learning-to-Rank Based Framework for Hypervolume Subset Selection
    PPSN 2024 ·
    Cheng Gong
    ,
    Ping Guo
    ,
    Tianye Shu
    ,
    Qingfu Zhang
    , Hisao Ishibuchi
  21. Learning Pareto Set for Multi-Objective Continuous Robot Control
    IJCAI 2024 ·
    Tianye Shu
    ,
    Ke Shang
    ,
    Cheng Gong
    ,
    Yang Nan
    , Hisao Ishibuchi
  22. Reliability of Indicator-Based Comparison Results of Evolutionary Multi-objective Algorithms
    PPSN 2024 ·
    Lie Meng Pang
    , Hisao Ishibuchi,
    Yang Nan
    ,
    Cheng Gong
  23. Three Objectives Degrade the Convergence Ability of Dominance-Based Multi-objective Evolutionary Algorithms
    PPSN 2024 ·
    Cheng Gong
    ,
    Lie Meng Pang
    ,
    Qingfu Zhang
    , Hisao Ishibuchi