BibTeX records: Tianye Shu

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@article{DBLP:journals/tec/NanSIS25,
  author       = {Yang Nan and
                  Tianye Shu and
                  Hisao Ishibuchi and
                  Ke Shang},
  title        = {Gradient-Guided Local Search for Large-Scale Hypervolume Subset Selection},
  journal      = {{IEEE} Trans. Evol. Comput.},
  volume       = {29},
  number       = {2},
  pages        = {519--533},
  year         = {2025},
  url          = {https://doi.org/10.1109/TEVC.2025.3531950},
  doi          = {10.1109/TEVC.2025.3531950},
  timestamp    = {Sat, 08 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tec/NanSIS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cec/0001IS25,
  author       = {Yang Nan and
                  Hisao Ishibuchi and
                  Tianye Shu},
  title        = {Shape of Feasible Regions of Real-World Multi-Objective Problems},
  booktitle    = {{IEEE} Congress on Evolutionary Computation, {CEC} 2025, Hangzhou,
                  China, June 8-12, 2025},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/CEC65147.2025.11042966},
  doi          = {10.1109/CEC65147.2025.11042966},
  timestamp    = {Mon, 30 Jun 2025 13:18:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/0001IS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cec/ShangS0PI25,
  author       = {Ke Shang and
                  Tianye Shu and
                  Yang Nan and
                  Lie Meng Pang and
                  Hisao Ishibuchi},
  title        = {On the Quality of Large Non-dominated Archives},
  booktitle    = {{IEEE} Congress on Evolutionary Computation, {CEC} 2025, Hangzhou,
                  China, June 8-12, 2025},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/CEC65147.2025.11042941},
  doi          = {10.1109/CEC65147.2025.11042941},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cec/ShangS0PI25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/emo/ShuINP25,
  author       = {Tianye Shu and
                  Hisao Ishibuchi and
                  Yang Nan and
                  Lie Meng Pang},
  editor       = {Hemant K. Singh and
                  Tapabrata Ray and
                  Joshua D. Knowles and
                  Xiaodong Li and
                  Juergen Branke and
                  Bing Wang and
                  Akira Oyama},
  title        = {Numerical Analysis of Pareto Set Modeling},
  booktitle    = {Evolutionary Multi-Criterion Optimization - 13th International Conference,
                  {EMO} 2025, Canberra, ACT, Australia, March 4-7, 2025, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15513},
  pages        = {17--30},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-96-3538-2\_2},
  doi          = {10.1007/978-981-96-3538-2\_2},
  timestamp    = {Fri, 28 Mar 2025 11:15:46 +0100},
  biburl       = {https://dblp.org/rec/conf/emo/ShuINP25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/foga/IshibuchiSP25,
  author       = {Hisao Ishibuchi and
                  Tianye Shu and
                  Lie Meng Pang},
  title        = {Scalable Multi-Modal Multi-Objective Test Problems with Respect to
                  Decision Space Dimensionality and Pareto Set Dimensionality: High-Dimensional
                  Manhattan Distance Minimization Problems},
  booktitle    = {Proceedings of the 18th {ACM/SIGEVO} Conference on Foundations of
                  Genetic Algorithms, {FOGA} 2025, Leiden, The Netherlands, August 27-29,
                  2025},
  pages        = {118--129},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3729878.3746701},
  doi          = {10.1145/3729878.3746701},
  timestamp    = {Wed, 15 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/foga/IshibuchiSP25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/gecco/0001ISS25,
  author       = {Yang Nan and
                  Hisao Ishibuchi and
                  Tianye Shu and
                  Ke Shang},
  editor       = {Bogdan Filipic},
  title        = {{R2} Indicator Analysis using the Optimal Distributions of Solutions
                  for {R2} and Other Indicators},
  booktitle    = {Proceedings of the Genetic and Evolutionary Computation Conference,
                  {GECCO} 2025, {NH} Malaga Hotel, Malaga, Spain, July 14-18, 2025},
  pages        = {627--635},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3712256.3726413},
  doi          = {10.1145/3712256.3726413},
  timestamp    = {Sat, 08 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gecco/0001ISS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcnn/ShuIP25,
  author       = {Tianye Shu and
                  Hisao Ishibuchi and
                  Lie Meng Pang},
  title        = {An Inverse Model-based Solution Generation Method for Evolutionary
                  Multi-objective Optimization Algorithms},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2025, Rome,
                  Italy, June 30 - July 5, 2025},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/IJCNN64981.2025.11228712},
  doi          = {10.1109/IJCNN64981.2025.11228712},
  timestamp    = {Fri, 21 Nov 2025 20:23:55 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/ShuIP25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcnn/ShuISNP25,
  author       = {Tianye Shu and
                  Hisao Ishibuchi and
                  Andy Song and
                  Yang Nan and
                  Lie Meng Pang},
  title        = {Investigation of Training-free Metrics for Multi-objective Neural
                  Architecture Search},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2025, Rome,
                  Italy, June 30 - July 5, 2025},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/IJCNN64981.2025.11227342},
  doi          = {10.1109/IJCNN64981.2025.11227342},
  timestamp    = {Fri, 21 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/ShuISNP25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/smc/NanISC25,
  author       = {Yang Nan and
                  Hisao Ishibuchi and
                  Tianye Shu and
                  Longcan Chen},
  title        = {Mutation Probability Specification in Large-Scale Evolutionary Multi-Objective
                  Optimization Algorithms},
  booktitle    = {{IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2025, Vienna, Austria, October 5-8, 2025},
  pages        = {3482--3488},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/SMC58881.2025.11342762},
  doi          = {10.1109/SMC58881.2025.11342762},
  timestamp    = {Tue, 21 Apr 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/NanISC25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/smc/PangSI25,
  author       = {Lie Meng Pang and
                  Tianye Shu and
                  Hisao Ishibuchi},
  title        = {Visual Tradeoff Analysis between Decision Space Diversity and Objective
                  Space Diversity: Use of {DTLZ} Test Problems as Multi-Modal Multi-Objective
                  Optimization Problems},
  booktitle    = {{IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2025, Vienna, Austria, October 5-8, 2025},
  pages        = {4049--4055},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/SMC58881.2025.11342494},
  doi          = {10.1109/SMC58881.2025.11342494},
  timestamp    = {Wed, 11 Feb 2026 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/smc/PangSI25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tciaig/WangSL24,
  author       = {Ziqi Wang and
                  Tianye Shu and
                  Jialin Liu},
  title        = {State-Space Closure: Revisiting Endless Online Level Generation via
                  Reinforcement Learning},
  journal      = {{IEEE} Trans. Games},
  volume       = {16},
  number       = {2},
  pages        = {489--492},
  year         = {2024},
  url          = {https://doi.org/10.1109/TG.2023.3262297},
  doi          = {10.1109/TG.2023.3262297},
  timestamp    = {Thu, 04 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tciaig/WangSL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tec/ShangSI24,
  author       = {Ke Shang and
                  Tianye Shu and
                  Hisao Ishibuchi},
  title        = {Learning to Approximate: Auto Direction Vector Set Generation for
                  Hypervolume Contribution Approximation},
  journal      = {{IEEE} Trans. Evol. Comput.},
  volume       = {28},
  number       = {1},
  pages        = {105--116},
  year         = {2024},
  url          = {https://doi.org/10.1109/TEVC.2022.3230828},
  doi          = {10.1109/TEVC.2022.3230828},
  timestamp    = {Sat, 08 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tec/ShangSI24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cec/0001IS24,
  author       = {Yang Nan and
                  Hisao Ishibuchi and
                  Tianye Shu},
  title        = {Performance Evaluation of Evolutionary Multi-Objective Algorithms
                  Using Real-World Problems with an Additional Total Constraint Violation
                  Objective},
  booktitle    = {{IEEE} Congress on Evolutionary Computation, {CEC} 2024, Yokohama,
                  Japan, June 30 - July 5, 2024},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/CEC60901.2024.10612175},
  doi          = {10.1109/CEC60901.2024.10612175},
  timestamp    = {Tue, 20 Aug 2024 15:15:31 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/0001IS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cec/Gong0SPI024,
  author       = {Cheng Gong and
                  Yang Nan and
                  Tianye Shu and
                  Lie Meng Pang and
                  Hisao Ishibuchi and
                  Qingfu Zhang},
  title        = {Interactive Final Solution Selection in Multi-Objective Optimization},
  booktitle    = {{IEEE} Congress on Evolutionary Computation, {CEC} 2024, Yokohama,
                  Japan, June 30 - July 5, 2024},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/CEC60901.2024.10611752},
  doi          = {10.1109/CEC60901.2024.10611752},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cec/Gong0SPI024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cec/Shu0SI24,
  author       = {Tianye Shu and
                  Yang Nan and
                  Ke Shang and
                  Hisao Ishibuchi},
  title        = {Last-X-Generation Archiving Strategy for Multi-Objective Evolutionary
                  Algorithms},
  booktitle    = {{IEEE} Congress on Evolutionary Computation, {CEC} 2024, Yokohama,
                  Japan, June 30 - July 5, 2024},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/CEC60901.2024.10612171},
  doi          = {10.1109/CEC60901.2024.10612171},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cec/Shu0SI24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/gecco/0001ISS24,
  author       = {Yang Nan and
                  Hisao Ishibuchi and
                  Tianye Shu and
                  Ke Shang},
  editor       = {Xiaodong Li and
                  Julia Handl},
  title        = {Analysis of Real-World Constrained Multi-Objective Problems and Performance
                  Comparison of Multi-Objective Algorithms},
  booktitle    = {Proceedings of the Genetic and Evolutionary Computation Conference,
                  {GECCO} 2024, Melbourne, VIC, Australia, July 14-18, 2024},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3638529.3653994},
  doi          = {10.1145/3638529.3653994},
  timestamp    = {Sat, 08 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gecco/0001ISS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/gecco/0001ISS24a,
  author       = {Yang Nan and
                  Hisao Ishibuchi and
                  Tianye Shu and
                  Ke Shang},
  editor       = {Xiaodong Li and
                  Julia Handl},
  title        = {Gradient-Guided Local Search for IGD/IGDPlus Subset Selection},
  booktitle    = {Proceedings of the Genetic and Evolutionary Computation Conference,
                  {GECCO} 2024, Melbourne, VIC, Australia, July 14-18, 2024},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3638529.3654053},
  doi          = {10.1145/3638529.3654053},
  timestamp    = {Sat, 08 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gecco/0001ISS24a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcai/ShuSG0I24,
  author       = {Tianye Shu and
                  Ke Shang and
                  Cheng Gong and
                  Yang Nan and
                  Hisao Ishibuchi},
  title        = {Learning Pareto Set for Multi-Objective Continuous Robot Control},
  booktitle    = {Proceedings of the Thirty-Third International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
                  2024},
  pages        = {4920--4928},
  publisher    = {ijcai.org},
  year         = {2024},
  url          = {https://www.ijcai.org/proceedings/2024/544},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/ShuSG0I24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ppsn/GongGSZI24,
  author       = {Cheng Gong and
                  Ping Guo and
                  Tianye Shu and
                  Qingfu Zhang and
                  Hisao Ishibuchi},
  editor       = {Michael Affenzeller and
                  Stephan M. Winkler and
                  Anna V. Kononova and
                  Heike Trautmann and
                  Tea Tusar and
                  Penousal Machado and
                  Thomas B{\"{a}}ck},
  title        = {{LTR-HSS:} {A} Learning-to-Rank Based Framework for Hypervolume Subset
                  Selection},
  booktitle    = {Parallel Problem Solving from Nature - {PPSN} {XVIII} - 18th International
                  Conference, {PPSN} 2024, Hagenberg, Austria, September 14-18, 2024,
                  Proceedings, Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15151},
  pages        = {36--51},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-70085-9\_3},
  doi          = {10.1007/978-3-031-70085-9\_3},
  timestamp    = {Fri, 20 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ppsn/GongGSZI24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/smc/0001ISG24,
  author       = {Yang Nan and
                  Hisao Ishibuchi and
                  Tianye Shu and
                  Cheng Gong},
  title        = {On the use of the Total Constraint Violation as an Additional Objective
                  in Evolutionary Multi-Objective Optimization},
  booktitle    = {{IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2024, Kuching, Malaysia, October 6-10, 2024},
  pages        = {5048--5055},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/SMC54092.2024.10831840},
  doi          = {10.1109/SMC54092.2024.10831840},
  timestamp    = {Tue, 01 Apr 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/0001ISG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2406-18924,
  author       = {Tianye Shu and
                  Ke Shang and
                  Cheng Gong and
                  Yang Nan and
                  Hisao Ishibuchi},
  title        = {Learning Pareto Set for Multi-Objective Continuous Robot Control},
  journal      = {CoRR},
  volume       = {abs/2406.18924},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.18924},
  doi          = {10.48550/ARXIV.2406.18924},
  eprinttype   = {arXiv},
  eprint       = {2406.18924},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-18924.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/isci/ShangSINP23,
  author       = {Ke Shang and
                  Tianye Shu and
                  Hisao Ishibuchi and
                  Yang Nan and
                  Lie Meng Pang},
  title        = {Benchmarking large-scale subset selection in evolutionary multi-objective
                  optimization},
  journal      = {Inf. Sci.},
  volume       = {622},
  pages        = {755--770},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.ins.2022.11.155},
  doi          = {10.1016/J.INS.2022.11.155},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isci/ShangSINP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tciaig/HuWSTTYL23,
  author       = {Chengpeng Hu and
                  Ziqi Wang and
                  Tianye Shu and
                  Hao Tong and
                  Julian Togelius and
                  Xin Yao and
                  Jialin Liu},
  title        = {Reinforcement Learning With Dual-Observation for General Video Game
                  Playing},
  journal      = {{IEEE} Trans. Games},
  volume       = {15},
  number       = {2},
  pages        = {202--216},
  year         = {2023},
  url          = {https://doi.org/10.1109/TG.2022.3164242},
  doi          = {10.1109/TG.2022.3164242},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tciaig/HuWSTTYL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tec/ShuSI023,
  author       = {Tianye Shu and
                  Ke Shang and
                  Hisao Ishibuchi and
                  Yang Nan},
  title        = {Effects of Archive Size on Computation Time and Solution Quality for
                  Multiobjective Optimization},
  journal      = {{IEEE} Trans. Evol. Comput.},
  volume       = {27},
  number       = {4},
  pages        = {1145--1153},
  year         = {2023},
  url          = {https://doi.org/10.1109/TEVC.2022.3219521},
  doi          = {10.1109/TEVC.2022.3219521},
  timestamp    = {Sat, 08 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tec/ShuSI023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cec/NanSI23,
  author       = {Yang Nan and
                  Tianye Shu and
                  Hisao Ishibuchi},
  title        = {Effects of External Archives on the Performance of Multi-Objective
                  Evolutionary Algorithms on Real-World Problems},
  booktitle    = {{IEEE} Congress on Evolutionary Computation, {CEC} 2023, Chicago,
                  IL, USA, July 1-5, 2023},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CEC53210.2023.10253980},
  doi          = {10.1109/CEC53210.2023.10253980},
  timestamp    = {Fri, 29 Sep 2023 13:35:30 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/NanSI23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/emo/NanISS23,
  author       = {Yang Nan and
                  Hisao Ishibuchi and
                  Tianye Shu and
                  Ke Shang},
  editor       = {Michael Emmerich and
                  Andr{\'{e}} H. Deutz and
                  Hao Wang and
                  Anna V. Kononova and
                  Boris Naujoks and
                  Ke Li and
                  Kaisa Miettinen and
                  Iryna Yevseyeva},
  title        = {Two-Stage Greedy Approximated Hypervolume Subset Selection for Large-Scale
                  Problems},
  booktitle    = {Evolutionary Multi-Criterion Optimization - 12th International Conference,
                  {EMO} 2023, Leiden, The Netherlands, March 20-24, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13970},
  pages        = {391--404},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-27250-9\_28},
  doi          = {10.1007/978-3-031-27250-9\_28},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emo/NanISS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/gecco/Shu0SI23,
  author       = {Tianye Shu and
                  Yang Nan and
                  Ke Shang and
                  Hisao Ishibuchi},
  editor       = {Sara Silva and
                  Lu{\'{\i}}s Paquete},
  title        = {Two-Phase Procedure for Efficiently Removing Dominated Solutions From
                  Large Solution Sets},
  booktitle    = {Proceedings of the Genetic and Evolutionary Computation Conference,
                  {GECCO} 2023, Lisbon, Portugal, July 15-19, 2023},
  pages        = {740--748},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3583131.3590404},
  doi          = {10.1145/3583131.3590404},
  timestamp    = {Sat, 08 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gecco/Shu0SI23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/smc/0001SI23,
  author       = {Yang Nan and
                  Tianye Shu and
                  Hisao Ishibuchi},
  title        = {Two-Stage Lazy Greedy Inclusion Hypervolume Subset Selection for Large-Scale
                  Problem},
  booktitle    = {{IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2023, Honolulu, Oahu, HI, USA, October 1-4, 2023},
  pages        = {1154--1161},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/SMC53992.2023.10394317},
  doi          = {10.1109/SMC53992.2023.10394317},
  timestamp    = {Tue, 13 Feb 2024 09:22:04 +0100},
  biburl       = {https://dblp.org/rec/conf/smc/0001SI23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ssci/ShangSWNPI23,
  author       = {Ke Shang and
                  Tianye Shu and
                  Guotong Wu and
                  Yang Nan and
                  Lie Meng Pang and
                  Hisao Ishibuchi},
  title        = {Empirical Hypervolume Optimal {\(\mathrm{\mu}\)}-Distributions on
                  Complex Pareto Fronts},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2023,
                  Mexico City, Mexico, December 5-8, 2023},
  pages        = {433--440},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/SSCI52147.2023.10372016},
  doi          = {10.1109/SSCI52147.2023.10372016},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/ShangSWNPI23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ssci/ShuNSI23,
  author       = {Tianye Shu and
                  Yang Nan and
                  Ke Shang and
                  Hisao Ishibuchi},
  title        = {Analysis of Partition Methods for Dominated Solution Removal from
                  Large Solution Sets},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2023,
                  Mexico City, Mexico, December 5-8, 2023},
  pages        = {441--448},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/SSCI52147.2023.10371974},
  doi          = {10.1109/SSCI52147.2023.10371974},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/ShuNSI23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ssci/WuSSI23,
  author       = {Guotong Wu and
                  Tianye Shu and
                  Ke Shang and
                  Hisao Ishibuchi},
  title        = {Normalization in R2-Based Hypervolume and Hypervolume Contribution
                  Approximation},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2023,
                  Mexico City, Mexico, December 5-8, 2023},
  pages        = {449--456},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/SSCI52147.2023.10371986},
  doi          = {10.1109/SSCI52147.2023.10371986},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/WuSSI23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ssci/WuSNSI23,
  author       = {Guotong Wu and
                  Tianye Shu and
                  Yang Nan and
                  Ke Shang and
                  Hisao Ishibuchi},
  title        = {Ensemble R2-based Hypervolume Contribution Approximation},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2023,
                  Mexico City, Mexico, December 5-8, 2023},
  pages        = {1503--1510},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/SSCI52147.2023.10371823},
  doi          = {10.1109/SSCI52147.2023.10371823},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/WuSNSI23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ppsn/ShuSNI22,
  author       = {Tianye Shu and
                  Ke Shang and
                  Yang Nan and
                  Hisao Ishibuchi},
  editor       = {G{\"{u}}nter Rudolph and
                  Anna V. Kononova and
                  Hern{\'{a}}n E. Aguirre and
                  Pascal Kerschke and
                  Gabriela Ochoa and
                  Tea Tusar},
  title        = {Direction Vector Selection for R2-Based Hypervolume Contribution Approximation},
  booktitle    = {Parallel Problem Solving from Nature - {PPSN} {XVII} - 17th International
                  Conference, {PPSN} 2022, Dortmund, Germany, September 10-14, 2022,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13399},
  pages        = {110--123},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-14721-0\_8},
  doi          = {10.1007/978-3-031-14721-0\_8},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ppsn/ShuSNI22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2201-06700,
  author       = {Ke Shang and
                  Tianye Shu and
                  Hisao Ishibuchi and
                  Yang Nan and
                  Lie Meng Pang},
  title        = {Benchmarking Subset Selection from Large Candidate Solution Sets in
                  Evolutionary Multi-objective Optimization},
  journal      = {CoRR},
  volume       = {abs/2201.06700},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.06700},
  eprinttype   = {arXiv},
  eprint       = {2201.06700},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-06700.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2201-06707,
  author       = {Ke Shang and
                  Tianye Shu and
                  Hisao Ishibuchi},
  title        = {Learning to Approximate: Auto Direction Vector Set Generation for
                  Hypervolume Contribution Approximation},
  journal      = {CoRR},
  volume       = {abs/2201.06707},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.06707},
  eprinttype   = {arXiv},
  eprint       = {2201.06707},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-06707.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2209-03100,
  author       = {Tianye Shu and
                  Ke Shang and
                  Hisao Ishibuchi and
                  Yang Nan},
  title        = {Effects of Archive Size on Computation Time and Solution Quality for
                  Multi-Objective Optimization},
  journal      = {CoRR},
  volume       = {abs/2209.03100},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.03100},
  doi          = {10.48550/ARXIV.2209.03100},
  eprinttype   = {arXiv},
  eprint       = {2209.03100},
  timestamp    = {Sun, 09 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-03100.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2212-02951,
  author       = {Ziqi Wang and
                  Tianye Shu and
                  Jialin Liu},
  title        = {State Space Closure: Revisiting Endless Online Level Generation via
                  Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2212.02951},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.02951},
  doi          = {10.48550/ARXIV.2212.02951},
  eprinttype   = {arXiv},
  eprint       = {2212.02951},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-02951.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cig/Shu0Y21,
  author       = {Tianye Shu and
                  Jialin Liu and
                  Georgios N. Yannakakis},
  title        = {Experience-Driven {PCG} via Reinforcement Learning: {A} Super Mario
                  Bros Study},
  booktitle    = {2021 {IEEE} Conference on Games (CoG), Copenhagen, Denmark, August
                  17-20, 2021},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/CoG52621.2021.9619124},
  doi          = {10.1109/COG52621.2021.9619124},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cig/Shu0Y21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2106-15877,
  author       = {Tianye Shu and
                  Jialin Liu and
                  Georgios N. Yannakakis},
  title        = {Experience-Driven {PCG} via Reinforcement Learning: {A} Super Mario
                  Bros Study},
  journal      = {CoRR},
  volume       = {abs/2106.15877},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.15877},
  eprinttype   = {arXiv},
  eprint       = {2106.15877},
  timestamp    = {Mon, 05 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-15877.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cec/ShuWLY20,
  author       = {Tianye Shu and
                  Ziqi Wang and
                  Jialin Liu and
                  Xin Yao},
  title        = {A Novel CNet-assisted Evolutionary Level Repairer and Its Applications
                  to Super Mario Bros},
  booktitle    = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
                  United Kingdom, July 19-24, 2020},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/CEC48606.2020.9185538},
  doi          = {10.1109/CEC48606.2020.9185538},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/ShuWLY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2005-06148,
  author       = {Tianye Shu and
                  Ziqi Wang and
                  Jialin Liu and
                  Xin Yao},
  title        = {A Novel CNet-assisted Evolutionary Level Repairer and Its Applications
                  to Super Mario Bros},
  journal      = {CoRR},
  volume       = {abs/2005.06148},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.06148},
  eprinttype   = {arXiv},
  eprint       = {2005.06148},
  timestamp    = {Wed, 03 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-06148.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2011-05622,
  author       = {Chengpeng Hu and
                  Ziqi Wang and
                  Tianye Shu and
                  Yang Tao and
                  Hao Tong and
                  Julian Togelius and
                  Xin Yao and
                  Jialin Liu},
  title        = {Robust Reinforcement Learning for General Video Game Playing},
  journal      = {CoRR},
  volume       = {abs/2011.05622},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.05622},
  eprinttype   = {arXiv},
  eprint       = {2011.05622},
  timestamp    = {Wed, 03 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-05622.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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