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ORCIDBibTeX records: Zhenkun Wang 0001
@article{DBLP:journals/swevo/LuGGWWZSSSZ25,
author = {Yulan Lu and
Xueyi Guo and
Jinggai Geng and
Shuai Wang and
Zhenkun Wang and
Aimin Zhou and
Jianyong Sun and
Xinhui Si and
Xin Sun and
Hu Zhang},
title = {Regularity-based evolutionary multi-objective optimization review},
journal = {Swarm Evol. Comput.},
volume = {97},
pages = {101999},
year = {2025},
url = {https://doi.org/10.1016/j.swevo.2025.101999},
doi = {10.1016/J.SWEVO.2025.101999},
timestamp = {Sat, 09 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/LuGGWWZSSSZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/GaoSZW25,
author = {Xiangzhou Gao and
Shenmin Song and
Hu Zhang and
Zhenkun Wang},
title = {A Flexible Ranking-Based Competitive Swarm Optimizer for Large-Scale
Continuous Multiobjective Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {29},
number = {1},
pages = {247--261},
year = {2025},
url = {https://doi.org/10.1109/TEVC.2024.3355221},
doi = {10.1109/TEVC.2024.3355221},
timestamp = {Fri, 14 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/GaoSZW25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/LiWGW25,
author = {Genghui Li and
Zhenkun Wang and
Weifeng Gao and
Ling Wang},
title = {Decoupling Constraint: Task Clone-Based Multitasking Optimization
for Constrained Multiobjective Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {29},
number = {2},
pages = {404--417},
year = {2025},
url = {https://doi.org/10.1109/TEVC.2024.3358854},
doi = {10.1109/TEVC.2024.3358854},
timestamp = {Fri, 09 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/LiWGW25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/WangLLG25,
author = {Zhenkun Wang and
Kangnian Lin and
Genghui Li and
Weifeng Gao},
title = {Multiobjective Optimization Problem With Hardly Dominated Boundaries:
Benchmark, Analysis, and Indicator-Based Algorithm},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {29},
number = {4},
pages = {1070--1084},
year = {2025},
url = {https://doi.org/10.1109/TEVC.2024.3403414},
doi = {10.1109/TEVC.2024.3403414},
timestamp = {Fri, 08 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/WangLLG25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiWGCZ25,
author = {Genghui Li and
Zhenkun Wang and
Weifeng Gao and
Laizhong Cui and
Qingfu Zhang},
title = {Adaptive Multi/Many-Objective Transformation for Constrained Optimization},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {55},
number = {1},
pages = {721--734},
year = {2025},
url = {https://doi.org/10.1109/TSMC.2024.3489600},
doi = {10.1109/TSMC.2024.3489600},
timestamp = {Sat, 25 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/LiWGCZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WangXLGGW25,
author = {Zhenkun Wang and
Lindong Xie and
Genghui Li and
Weifeng Gao and
Maoguo Gong and
Ling Wang},
title = {Customized Evolutionary Expensive Optimization: Efficient Search and
Surrogate Strategies for Continuous and Categorical Variables},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {55},
number = {3},
pages = {2196--2210},
year = {2025},
url = {https://doi.org/10.1109/TSMC.2024.3519537},
doi = {10.1109/TSMC.2024.3519537},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/WangXLGGW25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiLWZ25,
author = {Ke Li and
Fei Liu and
Zhenkun Wang and
Qingfu Zhang},
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {Destroy and Repair Using Hyper-Graphs for Routing},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {18341--18349},
publisher = {{AAAI} Press},
year = {2025},
url = {https://doi.org/10.1609/aaai.v39i17.34018},
doi = {10.1609/AAAI.V39I17.34018},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiLWZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Yao00L0025,
author = {Shunyu Yao and
Fei Liu and
Xi Lin and
Zhichao Lu and
Zhenkun Wang and
Qingfu Zhang},
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {Multi-Objective Evolution of Heuristic Using Large Language Model},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {27144--27152},
publisher = {{AAAI} Press},
year = {2025},
url = {https://doi.org/10.1609/aaai.v39i25.34922},
doi = {10.1609/AAAI.V39I25.34922},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Yao00L0025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Zheng025b,
author = {Ruihao Zheng and
Zhenkun Wang},
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {Boundary Decomposition for Finding Nadir Objective Vector in Multi-Objective
Discrete Optimization},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {27170--27177},
publisher = {{AAAI} Press},
year = {2025},
url = {https://doi.org/10.1609/aaai.v39i25.34925},
doi = {10.1609/AAAI.V39I25.34925},
timestamp = {Thu, 17 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Zheng025b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/XieL0025,
author = {Zhuoliang Xie and
Fei Liu and
Zhenkun Wang and
Qingfu Zhang},
title = {LLM-Driven Neighborhood Search for Efficient Heuristic Design},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2025, Hangzhou,
China, June 8-12, 2025},
pages = {1--8},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/CEC65147.2025.11043025},
doi = {10.1109/CEC65147.2025.11043025},
timestamp = {Tue, 01 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/XieL0025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0007GL0L0025,
author = {Ping Guo and
Cheng Gong and
Xi Lin and
Fei Liu and
Zhichao Lu and
Qingfu Zhang and
Zhenkun Wang},
title = {MOS-Attack: {A} Scalable Multi-objective Adversarial Attack Framework},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2025, Nashville, TN, USA, June 11-15, 2025},
pages = {5041--5051},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2025},
url = {https://openaccess.thecvf.com/content/CVPR2025/html/Guo\_MOS-Attack\_A\_Scalable\_Multi-objective\_Adversarial\_Attack\_Framework\_CVPR\_2025\_paper.html},
doi = {10.1109/CVPR52734.2025.00475},
timestamp = {Wed, 20 Aug 2025 10:18:56 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/0007GL0L0025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/LiuLYWTYZ25,
author = {Fei Liu and
Xi Lin and
Shunyu Yao and
Zhenkun Wang and
Xialiang Tong and
Mingxuan Yuan and
Qingfu Zhang},
editor = {Hemant K. Singh and
Tapabrata Ray and
Joshua D. Knowles and
Xiaodong Li and
Juergen Branke and
Bing Wang and
Akira Oyama},
title = {Large Language Model for Multiobjective Evolutionary Optimization},
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 = {178--191},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-981-96-3538-2\_13},
doi = {10.1007/978-981-96-3538-2\_13},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/LiuLYWTYZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LinLZL0025,
author = {Xi Lin and
Yilu Liu and
Xiaoyuan Zhang and
Fei Liu and
Zhenkun Wang and
Qingfu Zhang},
title = {Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=O4N9kWwV6R},
timestamp = {Fri, 25 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LinLZL0025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Luo0W0TY025,
author = {Fu Luo and
Xi Lin and
Yaoxin Wu and
Zhenkun Wang and
Xialiang Tong and
Mingxuan Yuan and
Qingfu Zhang},
title = {Boosting Neural Combinatorial Optimization for Large-Scale Vehicle
Routing Problems},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=TbTJJNjumY},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Luo0W0TY025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-07251,
author = {Ping Guo and
Cheng Gong and
Xi Lin and
Fei Liu and
Zhichao Lu and
Qingfu Zhang and
Zhenkun Wang},
title = {MOS-Attack: {A} Scalable Multi-objective Adversarial Attack Framework},
journal = {CoRR},
volume = {abs/2501.07251},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.07251},
doi = {10.48550/ARXIV.2501.07251},
eprinttype = {arXiv},
eprint = {2501.07251},
timestamp = {Mon, 24 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-07251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-08603,
author = {Zhi Zheng and
Zhuoliang Xie and
Zhenkun Wang and
Bryan Hooi},
title = {Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based
Automatic Heuristic Design},
journal = {CoRR},
volume = {abs/2501.08603},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.08603},
doi = {10.48550/ARXIV.2501.08603},
eprinttype = {arXiv},
eprint = {2501.08603},
timestamp = {Wed, 02 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-08603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-03137,
author = {Changliang Zhou and
Xi Lin and
Zhenkun Wang and
Qingfu Zhang},
title = {{L2R:} Learning to Reduce Search Space for Generalizable Neural Routing
Solver},
journal = {CoRR},
volume = {abs/2503.03137},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.03137},
doi = {10.48550/ARXIV.2503.03137},
eprinttype = {arXiv},
eprint = {2503.03137},
timestamp = {Tue, 15 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-03137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-13854,
author = {Ruihao Zheng and
Jingda Deng and
Zhenkun Wang},
title = {Weak Pareto Boundary: The Achilles' Heel of Evolutionary Multi-Objective
Optimization},
journal = {CoRR},
volume = {abs/2505.13854},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.13854},
doi = {10.48550/ARXIV.2505.13854},
eprinttype = {arXiv},
eprint = {2505.13854},
timestamp = {Wed, 25 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-13854.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-13904,
author = {Fu Luo and
Xi Lin and
Mengyuan Zhong and
Fei Liu and
Zhenkun Wang and
Jianyong Sun and
Qingfu Zhang},
title = {Learning to Insert for Constructive Neural Vehicle Routing Solver},
journal = {CoRR},
volume = {abs/2505.13904},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.13904},
doi = {10.48550/ARXIV.2505.13904},
eprinttype = {arXiv},
eprint = {2505.13904},
timestamp = {Thu, 26 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-13904.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-21903,
author = {Ruihao Zheng and
Zhenkun Wang and
Yin Wu and
Maoguo Gong},
title = {Enhanced Ideal Objective Vector Estimation for Evolutionary Multi-Objective
Optimization},
journal = {CoRR},
volume = {abs/2505.21903},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.21903},
doi = {10.48550/ARXIV.2505.21903},
eprinttype = {arXiv},
eprint = {2505.21903},
timestamp = {Fri, 27 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-21903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-24627,
author = {Fu Luo and
Yaoxin Wu and
Zhi Zheng and
Zhenkun Wang},
title = {Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems
with Different Constraint Tightness Degrees},
journal = {CoRR},
volume = {abs/2505.24627},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.24627},
doi = {10.48550/ARXIV.2505.24627},
eprinttype = {arXiv},
eprint = {2505.24627},
timestamp = {Wed, 02 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-24627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-02392,
author = {Yuanyao Chen and
Rongsheng Chen and
Fu Luo and
Zhenkun Wang},
title = {Improving Generalization of Neural Combinatorial Optimization for
Vehicle Routing Problems via Test-Time Projection Learning},
journal = {CoRR},
volume = {abs/2506.02392},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.02392},
doi = {10.48550/ARXIV.2506.02392},
eprinttype = {arXiv},
eprint = {2506.02392},
timestamp = {Mon, 21 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-02392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-02935,
author = {Yuepeng Zheng and
Fu Luo and
Zhenkun Wang and
Yaoxin Wu and
Yu Zhou},
title = {{MTL-KD:} Multi-Task Learning Via Knowledge Distillation for Generalizable
Neural Vehicle Routing Solver},
journal = {CoRR},
volume = {abs/2506.02935},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.02935},
doi = {10.48550/ARXIV.2506.02935},
eprinttype = {arXiv},
eprint = {2506.02935},
timestamp = {Fri, 11 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-02935.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-02892,
author = {Lindong Xie and
Genghui Li and
Zhenkun Wang and
Edward Chung and
Maoguo Gong},
title = {Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm
for Expensive Optimization},
journal = {CoRR},
volume = {abs/2507.02892},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.02892},
doi = {10.48550/ARXIV.2507.02892},
eprinttype = {arXiv},
eprint = {2507.02892},
timestamp = {Sun, 10 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-02892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/WangLLZ24,
author = {Zhenkun Wang and
Qingyan Li and
Genghui Li and
Qingfu Zhang},
title = {Multi-objective decomposition evolutionary algorithm with objective
modification-based dominance and external archive},
journal = {Appl. Soft Comput.},
volume = {149},
number = {Part {A}},
pages = {111006},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2023.111006},
doi = {10.1016/J.ASOC.2023.111006},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/WangLLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LinLLWIZ24,
author = {Kangnian Lin and
Genghui Li and
Qingyan Li and
Zhenkun Wang and
Hisao Ishibuchi and
Hu Zhang},
title = {Multi-objective evolutionary algorithm with evolutionary-status-driven
environmental selection},
journal = {Inf. Sci.},
volume = {669},
pages = {120551},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.120551},
doi = {10.1016/J.INS.2024.120551},
timestamp = {Tue, 11 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LinLLWIZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/LiLJWW24,
author = {Han Li and
Genghui Li and
Qiaoyong Jiang and
Jiashu Wang and
Zhenkun Wang},
title = {{MOEA/D} with customized replacement neighborhood and dynamic resource
allocation for solving 3L-SDHVRP},
journal = {Swarm Evol. Comput.},
volume = {85},
pages = {101463},
year = {2024},
url = {https://doi.org/10.1016/j.swevo.2023.101463},
doi = {10.1016/J.SWEVO.2023.101463},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/LiLJWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/ZhengWLZW24,
author = {Ruihao Zheng and
Yin Wu and
Genghui Li and
Yu Zhang and
Zhenkun Wang},
title = {Decomposition with adaptive composite norm for evolutionary multi-objective
combinatorial optimization},
journal = {Swarm Evol. Comput.},
volume = {86},
pages = {101503},
year = {2024},
url = {https://doi.org/10.1016/j.swevo.2024.101503},
doi = {10.1016/J.SWEVO.2024.101503},
timestamp = {Sun, 17 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/ZhengWLZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/WangCLXZ24,
author = {Zhenkun Wang and
Yuanyao Chen and
Genghui Li and
Lindong Xie and
Yu Zhang},
title = {Batch subproblem coevolution with gaussian process-driven linear models
for expensive multi-objective optimization},
journal = {Swarm Evol. Comput.},
volume = {91},
pages = {101700},
year = {2024},
url = {https://doi.org/10.1016/j.swevo.2024.101700},
doi = {10.1016/J.SWEVO.2024.101700},
timestamp = {Sun, 17 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/WangCLXZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangYLZ24,
author = {Zhenkun Wang and
Shunyu Yao and
Genghui Li and
Qingfu Zhang},
title = {Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement
Learning Model},
journal = {{IEEE} Trans. Cybern.},
volume = {54},
number = {3},
pages = {1984--1996},
year = {2024},
url = {https://doi.org/10.1109/TCYB.2023.3312476},
doi = {10.1109/TCYB.2023.3312476},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/WangYLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ZhouWFLWT24,
author = {Xun Zhou and
Zhenkun Wang and
Liang Feng and
Songbai Liu and
Ka{-}Chun Wong and
Kay Chen Tan},
title = {Toward Evolutionary Multitask Convolutional Neural Architecture Search},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {28},
number = {3},
pages = {682--695},
year = {2024},
url = {https://doi.org/10.1109/TEVC.2023.3348475},
doi = {10.1109/TEVC.2023.3348475},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/ZhouWFLWT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/XieLWCG24,
author = {Lindong Xie and
Genghui Li and
Zhenkun Wang and
Laizhong Cui and
Maoguo Gong},
title = {Surrogate-Assisted Evolutionary Algorithm With Model and Infill Criterion
Auto-Configuration},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {28},
number = {4},
pages = {1114--1126},
year = {2024},
url = {https://doi.org/10.1109/TEVC.2023.3291614},
doi = {10.1109/TEVC.2023.3291614},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/XieLWCG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/LiWSZ24,
author = {Genghui Li and
Zhenkun Wang and
Jianyong Sun and
Qingfu Zhang},
title = {Objective Extraction for Simplifying Many-Objective Solution Sets},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {1},
pages = {337--349},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2023.3301401},
doi = {10.1109/TETCI.2023.3301401},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetci/LiWSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/WangGLWG24,
author = {Zhengjun Wang and
Weifeng Gao and
Genghui Li and
Zhenkun Wang and
Maoguo Gong},
title = {Path Planning for Unmanned Aerial Vehicle via Off-Policy Reinforcement
Learning With Enhanced Exploration},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {3},
pages = {2625--2639},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2024.3369485},
doi = {10.1109/TETCI.2024.3369485},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetci/WangGLWG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ZhengYLHW24,
author = {Zhi Zheng and
Shunyu Yao and
Genghui Li and
Linxi Han and
Zhenkun Wang},
title = {Pareto Improver: Learning Improvement Heuristics for Multi-Objective
Route Planning},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {25},
number = {1},
pages = {1033--1043},
year = {2024},
url = {https://doi.org/10.1109/TITS.2023.3313688},
doi = {10.1109/TITS.2023.3313688},
timestamp = {Wed, 02 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/ZhengYLHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/GuiWCZZC24,
author = {Shuangchun Gui and
Zhenkun Wang and
Jixiang Chen and
Xun Zhou and
Chen Zhang and
Yi Cao},
title = {{MT4MTL-KD:} {A} Multi-Teacher Knowledge Distillation Framework for
Triplet Recognition},
journal = {{IEEE} Trans. Medical Imaging},
volume = {43},
number = {4},
pages = {1628--1639},
year = {2024},
url = {https://doi.org/10.1109/TMI.2023.3345736},
doi = {10.1109/TMI.2023.3345736},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/GuiWCZZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SunZW24,
author = {Rui Sun and
Zhi Zheng and
Zhenkun Wang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Learning Encodings for Constructive Neural Combinatorial Optimization
Needs to Regret},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {20803--20811},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i18.30069},
doi = {10.1609/AAAI.V38I18.30069},
timestamp = {Wed, 02 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SunZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/BaZW24,
author = {Yunpeng Ba and
Ruihao Zheng and
Zhenkun Wang},
title = {Decomposition-Based Memetic Algorithm for Multi-Objective Fleet Size
and Mix Vehicle Routing Problem},
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/CEC60901.2024.10611904},
doi = {10.1109/CEC60901.2024.10611904},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/BaZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001Z00W024,
author = {Xi Lin and
Xiaoyuan Zhang and
Zhiyuan Yang and
Fei Liu and
Zhenkun Wang and
Qingfu Zhang},
title = {Smooth Tchebycheff Scalarization for Multi-Objective Optimization},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=m4dO5L6eCp},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001Z00W024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0044TY0LWL024,
author = {Fei Liu and
Xialiang Tong and
Mingxuan Yuan and
Xi Lin and
Fu Luo and
Zhenkun Wang and
Zhichao Lu and
Qingfu Zhang},
title = {Evolution of Heuristics: Towards Efficient Automatic Algorithm Design
Using Large Language Model},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=BwAkaxqiLB},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0044TY0LWL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhengYWTYT24,
author = {Zhi Zheng and
Shunyu Yao and
Zhenkun Wang and
Xialiang Tong and
Mingxuan Yuan and
Ke Tang},
title = {{DPN:} Decoupling Partition and Navigation for Neural Solvers of Min-max
Vehicle Routing Problems},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=ar174skI9u},
timestamp = {Wed, 02 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhengYWTYT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/00440LW0TY24,
author = {Fei Liu and
Xi Lin and
Weiduo Liao and
Zhenkun Wang and
Qingfu Zhang and
Xialiang Tong and
Mingxuan Yuan},
title = {Prompt Learning for Generalized Vehicle Routing},
booktitle = {Proceedings of the Thirty-Third International Joint Conference on
Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
2024},
pages = {6976--6984},
publisher = {ijcai.org},
year = {2024},
url = {https://www.ijcai.org/proceedings/2024/771},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/00440LW0TY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/00440W0XY24,
author = {Fei Liu and
Xi Lin and
Zhenkun Wang and
Qingfu Zhang and
Xialiang Tong and
Mingxuan Yuan},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot
Generalization},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {1898--1908},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3672040},
doi = {10.1145/3637528.3672040},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/00440W0XY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GuiW24,
author = {Shuangchun Gui and
Zhenkun Wang},
editor = {Marius George Linguraru and
Qi Dou and
Aasa Feragen and
Stamatia Giannarou and
Ben Glocker and
Karim Lekadir and
Julia A. Schnabel},
title = {Tail-Enhanced Representation Learning for Surgical Triplet Recognition},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2024 - 27th International Conference, Marrakesh, Morocco, October
6-10, 2024, Proceedings, Part {XI}},
series = {Lecture Notes in Computer Science},
volume = {15011},
pages = {689--699},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-72120-5\_64},
doi = {10.1007/978-3-031-72120-5\_64},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GuiW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zheng024,
author = {Ruihao Zheng and
Zhenkun Wang},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Boundary Decomposition for Nadir Objective Vector Estimation},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/19f461132d8ed04764f58f88b7a8e842-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zheng024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhengZTY024,
author = {Zhi Zheng and
Changliang Zhou and
Xialiang Tong and
Mingxuan Yuan and
Zhenkun Wang},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {{UDC:} {A} Unified Neural Divide-and-Conquer Framework for Large-Scale
Combinatorial Optimization Problems},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/0b8e4c8468273ee3bafb288229c0acbc-Abstract-Conference.html},
timestamp = {Wed, 02 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhengZTY024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/LiLZW24,
author = {Kai Li and
Kangnian Lin and
Ruihao Zheng and
Zhenkun Wang},
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 = {Selection Strategy Based on Proper Pareto Optimality in Evolutionary
Multi-objective Optimization},
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 = {3--19},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70085-9\_1},
doi = {10.1007/978-3-031-70085-9\_1},
timestamp = {Tue, 28 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/LiLZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/ZhangLLWLZ24,
author = {Rui Zhang and
Fei Liu and
Xi Lin and
Zhenkun Wang and
Zhichao Lu and
Qingfu Zhang},
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 = {Understanding the Importance of Evolutionary Search in Automated Heuristic
Design with Large Language Models},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XVIII} - 18th International
Conference, {PPSN} 2024, Hagenberg, Austria, September 14-18, 2024,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {15149},
pages = {185--202},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70068-2\_12},
doi = {10.1007/978-3-031-70068-2\_12},
timestamp = {Tue, 28 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/ZhangLLWLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02051,
author = {Fei Liu and
Xialiang Tong and
Mingxuan Yuan and
Xi Lin and
Fu Luo and
Zhenkun Wang and
Zhichao Lu and
Qingfu Zhang},
title = {An Example of Evolutionary Computation + Large Language Model Beating
Human: Design of Efficient Guided Local Search},
journal = {CoRR},
volume = {abs/2401.02051},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02051},
doi = {10.48550/ARXIV.2401.02051},
eprinttype = {arXiv},
eprint = {2401.02051},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-19078,
author = {Xi Lin and
Xiaoyuan Zhang and
Zhiyuan Yang and
Fei Liu and
Zhenkun Wang and
Qingfu Zhang},
title = {Smooth Tchebycheff Scalarization for Multi-Objective Optimization},
journal = {CoRR},
volume = {abs/2402.19078},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.19078},
doi = {10.48550/ARXIV.2402.19078},
eprinttype = {arXiv},
eprint = {2402.19078},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-19078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19561,
author = {Fu Luo and
Xi Lin and
Zhenkun Wang and
Xialiang Tong and
Mingxuan Yuan and
Qingfu Zhang},
title = {Self-Improved Learning for Scalable Neural Combinatorial Optimization},
journal = {CoRR},
volume = {abs/2403.19561},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19561},
doi = {10.48550/ARXIV.2403.19561},
eprinttype = {arXiv},
eprint = {2403.19561},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-01906,
author = {Changliang Zhou and
Xi Lin and
Zhenkun Wang and
Xialiang Tong and
Mingxuan Yuan and
Qingfu Zhang},
title = {Instance-Conditioned Adaptation for Large-scale Generalization of
Neural Combinatorial Optimization},
journal = {CoRR},
volume = {abs/2405.01906},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.01906},
doi = {10.48550/ARXIV.2405.01906},
eprinttype = {arXiv},
eprint = {2405.01906},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-01906.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-12262,
author = {Fei Liu and
Xi Lin and
Weiduo Liao and
Zhenkun Wang and
Qingfu Zhang and
Xialiang Tong and
Mingxuan Yuan},
title = {Prompt Learning for Generalized Vehicle Routing},
journal = {CoRR},
volume = {abs/2405.12262},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.12262},
doi = {10.48550/ARXIV.2405.12262},
eprinttype = {arXiv},
eprint = {2405.12262},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-12262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17272,
author = {Zhi Zheng and
Shunyu Yao and
Zhenkun Wang and
Xialiang Tong and
Mingxuan Yuan and
Ke Tang},
title = {{DPN:} Decoupling Partition and Navigation for Neural Solvers of Min-max
Vehicle Routing Problems},
journal = {CoRR},
volume = {abs/2405.17272},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17272},
doi = {10.48550/ARXIV.2405.17272},
eprinttype = {arXiv},
eprint = {2405.17272},
timestamp = {Wed, 02 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-19650,
author = {Xi Lin and
Yilu Liu and
Xiaoyuan Zhang and
Fei Liu and
Zhenkun Wang and
Qingfu Zhang},
title = {Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization},
journal = {CoRR},
volume = {abs/2405.19650},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.19650},
doi = {10.48550/ARXIV.2405.19650},
eprinttype = {arXiv},
eprint = {2405.19650},
timestamp = {Fri, 25 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-19650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-00312,
author = {Zhi Zheng and
Changliang Zhou and
Xialiang Tong and
Mingxuan Yuan and
Zhenkun Wang},
title = {{UDC:} {A} Unified Neural Divide-and-Conquer Framework for Large-Scale
Combinatorial Optimization Problems},
journal = {CoRR},
volume = {abs/2407.00312},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.00312},
doi = {10.48550/ARXIV.2407.00312},
eprinttype = {arXiv},
eprint = {2407.00312},
timestamp = {Wed, 02 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-00312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-10873,
author = {Rui Zhang and
Fei Liu and
Xi Lin and
Zhenkun Wang and
Zhichao Lu and
Qingfu Zhang},
title = {Understanding the Importance of Evolutionary Search in Automated Heuristic
Design with Large Language Models},
journal = {CoRR},
volume = {abs/2407.10873},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.10873},
doi = {10.48550/ARXIV.2407.10873},
eprinttype = {arXiv},
eprint = {2407.10873},
timestamp = {Tue, 28 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-10873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-02969,
author = {Xiaoyuan Zhang and
Liang Zhao and
Yingying Yu and
Xi Lin and
Zhenkun Wang and
Han Zhao and
Qingfu Zhang},
title = {LibMOON: {A} Gradient-based MultiObjective OptimizatioN Library in
PyTorch},
journal = {CoRR},
volume = {abs/2409.02969},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.02969},
doi = {10.48550/ARXIV.2409.02969},
eprinttype = {arXiv},
eprint = {2409.02969},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-02969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-16867,
author = {Shunyu Yao and
Fei Liu and
Xi Lin and
Zhichao Lu and
Zhenkun Wang and
Qingfu Zhang},
title = {Multi-objective Evolution of Heuristic Using Large Language Model},
journal = {CoRR},
volume = {abs/2409.16867},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.16867},
doi = {10.48550/ARXIV.2409.16867},
eprinttype = {arXiv},
eprint = {2409.16867},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-16867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-10657,
author = {Yu Zhang and
Kefeng Zheng and
Fei Liu and
Qingfu Zhang and
Zhenkun Wang},
title = {AutoTurb: Using Large Language Models for Automatic Algebraic Model
Discovery of Turbulence Closure},
journal = {CoRR},
volume = {abs/2410.10657},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.10657},
doi = {10.48550/ARXIV.2410.10657},
eprinttype = {arXiv},
eprint = {2410.10657},
timestamp = {Mon, 18 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-10657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-14716,
author = {Fei Liu and
Yiming Yao and
Ping Guo and
Zhiyuan Yang and
Zhe Zhao and
Xi Lin and
Xialiang Tong and
Mingxuan Yuan and
Zhichao Lu and
Zhenkun Wang and
Qingfu Zhang},
title = {A Systematic Survey on Large Language Models for Algorithm Design},
journal = {CoRR},
volume = {abs/2410.14716},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.14716},
doi = {10.48550/ARXIV.2410.14716},
eprinttype = {arXiv},
eprint = {2410.14716},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-14716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-00346,
author = {Han Li and
Fei Liu and
Zhi Zheng and
Yu Zhang and
Zhenkun Wang},
title = {CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention},
journal = {CoRR},
volume = {abs/2412.00346},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.00346},
doi = {10.48550/ARXIV.2412.00346},
eprinttype = {arXiv},
eprint = {2412.00346},
timestamp = {Mon, 18 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-00346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-17287,
author = {Fei Liu and
Rui Zhang and
Zhuoliang Xie and
Rui Sun and
Kai Li and
Xi Lin and
Zhenkun Wang and
Zhichao Lu and
Qinyu Zhang},
title = {{LLM4AD:} {A} Platform for Algorithm Design with Large Language Model},
journal = {CoRR},
volume = {abs/2412.17287},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.17287},
doi = {10.48550/ARXIV.2412.17287},
eprinttype = {arXiv},
eprint = {2412.17287},
timestamp = {Mon, 27 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-17287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LiLWC23,
author = {Jiaqian Li and
Genghui Li and
Zhenkun Wang and
Laizhong Cui},
title = {Differential evolution with an adaptive penalty coefficient mechanism
and a search history exploitation mechanism},
journal = {Expert Syst. Appl.},
volume = {230},
pages = {120530},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2023.120530},
doi = {10.1016/J.ESWA.2023.120530},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/LiLWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiXWWG23,
author = {Genghui Li and
Lindong Xie and
Zhenkun Wang and
Huajun Wang and
Maoguo Gong},
title = {Evolutionary algorithm with individual-distribution search strategy
and regression-classification surrogates for expensive optimization},
journal = {Inf. Sci.},
volume = {634},
pages = {423--442},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.03.101},
doi = {10.1016/J.INS.2023.03.101},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LiXWWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WangLW23,
author = {Huajun Wang and
Genghui Li and
Zhenkun Wang},
title = {Fast {SVM} classifier for large-scale classification problems},
journal = {Inf. Sci.},
volume = {642},
pages = {119136},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119136},
doi = {10.1016/J.INS.2023.119136},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/WangLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/WangLCC23,
author = {Zhenkun Wang and
Man{-}Fai Leung and
Hangjun Che and
Carlos A. Coello Coello},
title = {Thematic issue on advances in analysis and application of multi-objective
memetic optimization algorithms},
journal = {Memetic Comput.},
volume = {15},
number = {1},
pages = {1--2},
year = {2023},
url = {https://doi.org/10.1007/s12293-023-00388-x},
doi = {10.1007/S12293-023-00388-X},
timestamp = {Mon, 18 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/memetic/WangLCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/NwoyeYSMAVYHRYSZZOTKKHOGLRSPBWRSVCW23,
author = {Chinedu Innocent Nwoye and
Tong Yu and
Saurav Sharma and
Aditya Murali and
Deepak Alapatt and
Armine Vardazaryan and
Kun Yuan and
Jonas Hajek and
Wolfgang Reiter and
Amine Yamlahi and
Finn{-}Henri Smidt and
Xiaoyang Zou and
Guoyan Zheng and
Bruno Oliveira and
Helena R. Torres and
Satoshi Kondo and
Satoshi Kasai and
Felix Holm and
Ege {\"{O}}zsoy and
Shuangchun Gui and
Han Li and
Sista Raviteja and
Rachana Sathish and
Pranav Poudel and
Binod Bhattarai and
Ziheng Wang and
Guo Rui and
Melanie Schellenberg and
Jo{\~{a}}o L. Vila{\c{c}}a and
Tobias Czempiel and
Zhenkun Wang and
Debdoot Sheet and
Shrawan Kumar Thapa and
Max Berniker and
Patrick Godau and
Pedro Morais and
Sudarshan Regmi and
Thuy Nuong Tran and
Jaime C. Fonseca and
Jan{-}Hinrich N{\"{o}}lke and
Estev{\~{a}}o Lima and
Eduard Vazquez and
Lena Maier{-}Hein and
Nassir Navab and
Pietro Mascagni and
Barbara Seeliger and
Cristians Gonzalez and
Didier Mutter and
Nicolas Padoy},
title = {CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic
vision challenge for surgical action triplet detection},
journal = {Medical Image Anal.},
volume = {89},
pages = {102888},
year = {2023},
url = {https://doi.org/10.1016/j.media.2023.102888},
doi = {10.1016/J.MEDIA.2023.102888},
timestamp = {Mon, 30 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/NwoyeYSMAVYHRYSZZOTKKHOGLRSPBWRSVCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/ChenLLW23,
author = {Jixiang Chen and
Fu Luo and
Genghui Li and
Zhenkun Wang},
title = {Batch Bayesian optimization with adaptive batch acquisition functions
via multi-objective optimization},
journal = {Swarm Evol. Comput.},
volume = {79},
pages = {101293},
year = {2023},
url = {https://doi.org/10.1016/j.swevo.2023.101293},
doi = {10.1016/J.SWEVO.2023.101293},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/swevo/ChenLLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangZOYLL23,
author = {Zhenkun Wang and
Qingfu Zhang and
Yew{-}Soon Ong and
Shunyu Yao and
Haitao Liu and
Jianping Luo},
title = {Choose Appropriate Subproblems for Collaborative Modeling in Expensive
Multiobjective Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {53},
number = {1},
pages = {483--496},
year = {2023},
url = {https://doi.org/10.1109/TCYB.2021.3126341},
doi = {10.1109/TCYB.2021.3126341},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/WangZOYLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/LiWZS23,
author = {Genghui Li and
Zhenkun Wang and
Qingfu Zhang and
Jianyong Sun},
title = {Offline and Online Objective Reduction via Gaussian Mixture Model
Clustering},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {27},
number = {2},
pages = {341--354},
year = {2023},
url = {https://doi.org/10.1109/TEVC.2022.3168836},
doi = {10.1109/TEVC.2022.3168836},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/LiWZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/YuanLWSC23,
author = {Zhongju Yuan and
Genghui Li and
Zhenkun Wang and
Jianyong Sun and
Ran Cheng},
title = {{RL-CSL:} {A} Combinatorial Optimization Method Using Reinforcement
Learning and Contrastive Self-Supervised Learning},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {7},
number = {4},
pages = {1010--1024},
year = {2023},
url = {https://doi.org/10.1109/TETCI.2021.3139802},
doi = {10.1109/TETCI.2021.3139802},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetci/YuanLWSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/WangGDHXL23,
author = {Zhenkun Wang and
Shuangchun Gui and
Xinpeng Ding and
Xiaowei Hu and
Xiaowei Xu and
Xiaomeng Li},
title = {Spectrum and Style Transformation Framework for Omni-Domain {COVID-19}
Diagnosis},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {7},
number = {5},
pages = {1527--1538},
year = {2023},
url = {https://doi.org/10.1109/TETCI.2022.3219858},
doi = {10.1109/TETCI.2022.3219858},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetci/WangGDHXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/LiuSZWX23,
author = {Xin Liu and
Jianyong Sun and
Qingfu Zhang and
Zhenkun Wang and
Zongben Xu},
title = {Learning to Learn Evolutionary Algorithm: {A} Learnable Differential
Evolution},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {7},
number = {6},
pages = {1605--1620},
year = {2023},
url = {https://doi.org/10.1109/TETCI.2023.3251441},
doi = {10.1109/TETCI.2023.3251441},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetci/LiuSZWX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiWG23,
author = {Genghui Li and
Zhenkun Wang and
Maoguo Gong},
title = {Expensive Optimization via Surrogate-Assisted and Model-Free Evolutionary
Optimization},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {53},
number = {5},
pages = {2758--2769},
year = {2023},
url = {https://doi.org/10.1109/TSMC.2022.3219080},
doi = {10.1109/TSMC.2022.3219080},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/LiWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhengW23,
author = {Ruihao Zheng and
Zhenkun Wang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {A Generalized Scalarization Method for Evolutionary Multi-Objective
Optimization},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {12518--12525},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i10.26474},
doi = {10.1609/AAAI.V37I10.26474},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhengW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/WuZW23,
author = {Yin Wu and
Ruihao Zheng and
Zhenkun Wang},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Decomposition-Based Multi-Objective Evolutionary Algorithm with Model-Based
Ideal Point Estimation},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2023, Lisbon, Portugal, July 15-19, 2023},
pages = {768--776},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583131.3590521},
doi = {10.1145/3583131.3590521},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/WuZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YuanWL23,
author = {Zhongju Yuan and
Zhenkun Wang and
Genghui Li},
title = {Cross-Domain Few-Shot Relation Extraction via Representation Learning
and Domain Adaptation},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191836},
doi = {10.1109/IJCNN54540.2023.10191836},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/YuanWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Luo0L0W23,
author = {Fu Luo and
Xi Lin and
Fei Liu and
Qingfu Zhang and
Zhenkun Wang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Neural Combinatorial Optimization with Heavy Decoder: Toward Large
Scale Generalization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/1c10d0c087c14689628124bbc8fa69f6-Abstract-Conference.html},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Luo0L0W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stacom-ws/XiangYLYWL23,
author = {Tianqi Xiang and
Wenjun Yue and
Yiqun Lin and
Jiewen Yang and
Zhenkun Wang and
Xiaomeng Li},
editor = {Oscar Camara and
Esther Puyol{-}Ant{\'{o}}n and
Maxime Sermesant and
Avan Suinesiaputra and
Qian Tao and
Chengyan Wang and
Alistair A. Young},
title = {DiffCMR: Fast Cardiac {MRI} Reconstruction with Diffusion Probabilistic
Models},
booktitle = {Statistical Atlases and Computational Models of the Heart. Regular
and CMRxRecon Challenge Papers - 14th International Workshop, {STACOM}
2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada,
October 12, 2023, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14507},
pages = {380--389},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-52448-6\_36},
doi = {10.1007/978-3-031-52448-6\_36},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stacom-ws/XiangYLYWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06294,
author = {Chinedu Innocent Nwoye and
Tong Yu and
Saurav Sharma and
Aditya Murali and
Deepak Alapatt and
Armine Vardazaryan and
Kun Yuan and
Jonas Hajek and
Wolfgang Reiter and
Amine Yamlahi and
Finn{-}Henri Smidt and
Xiaoyang Zou and
Guoyan Zheng and
Bruno Oliveira and
Helena R. Torres and
Satoshi Kondo and
Satoshi Kasai and
Felix Holm and
Ege {\"{O}}zsoy and
Shuangchun Gui and
Han Li and
Sista Raviteja and
Rachana Sathish and
Pranav Poudel and
Binod Bhattarai and
Ziheng Wang and
Guo Rui and
Melanie Schellenberg and
Jo{\~{a}}o L. Vila{\c{c}}a and
Tobias Czempiel and
Zhenkun Wang and
Debdoot Sheet and
Shrawan Kumar Thapa and
Max Berniker and
Patrick Godau and
Pedro Morais and
Sudarshan Regmi and
Thuy Nuong Tran and
Jaime C. Fonseca and
Jan{-}Hinrich N{\"{o}}lke and
Estev{\~{a}}o Lima and
Eduard Vazquez and
Lena Maier{-}Hein and
Nassir Navab and
Pietro Mascagni and
Barbara Seeliger and
Cristians Gonzalez and
Didier Mutter and
Nicolas Padoy},
title = {CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic
vision challenge for surgical action triplet detection},
journal = {CoRR},
volume = {abs/2302.06294},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06294},
doi = {10.48550/ARXIV.2302.06294},
eprinttype = {arXiv},
eprint = {2302.06294},
timestamp = {Mon, 30 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07985,
author = {Fu Luo and
Xi Lin and
Fei Liu and
Qingfu Zhang and
Zhenkun Wang},
title = {Neural Combinatorial Optimization with Heavy Decoder: Toward Large
Scale Generalization},
journal = {CoRR},
volume = {abs/2310.07985},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07985},
doi = {10.48550/ARXIV.2310.07985},
eprinttype = {arXiv},
eprint = {2310.07985},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12541,
author = {Fei Liu and
Xi Lin and
Zhenkun Wang and
Shunyu Yao and
Xialiang Tong and
Mingxuan Yuan and
Qingfu Zhang},
title = {Large Language Model for Multi-objective Evolutionary Optimization},
journal = {CoRR},
volume = {abs/2310.12541},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12541},
doi = {10.48550/ARXIV.2310.12541},
eprinttype = {arXiv},
eprint = {2310.12541},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-04853,
author = {Tianqi Xiang and
Wenjun Yue and
Yiqun Lin and
Jiewen Yang and
Zhenkun Wang and
Xiaomeng Li},
title = {DiffCMR: Fast Cardiac {MRI} Reconstruction with Diffusion Probabilistic
Models},
journal = {CoRR},
volume = {abs/2312.04853},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.04853},
doi = {10.48550/ARXIV.2312.04853},
eprinttype = {arXiv},
eprint = {2312.04853},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-04853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/DaiWX22,
author = {Weijing Dai and
Zhenkun Wang and
Ke Xue},
title = {System-in-package design using multi-task memetic learning and optimization},
journal = {Memetic Comput.},
volume = {14},
number = {1},
pages = {45--59},
year = {2022},
url = {https://doi.org/10.1007/s12293-021-00346-5},
doi = {10.1007/S12293-021-00346-5},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/memetic/DaiWX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/HanLGLLW22,
author = {Wencheng Han and
Hao Li and
Maoguo Gong and
Jianzhao Li and
Yiting Liu and
Zhenkun Wang},
title = {Multi-swarm particle swarm optimization based on {CUDA} for sparse
reconstruction},
journal = {Swarm Evol. Comput.},
volume = {75},
pages = {101153},
year = {2022},
url = {https://doi.org/10.1016/j.swevo.2022.101153},
doi = {10.1016/J.SWEVO.2022.101153},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/swevo/HanLGLLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangZDZLYZ22,
author = {Zhenkun Wang and
Hui{-}Ling Zhen and
Jingda Deng and
Qingfu Zhang and
Xijun Li and
Mingxuan Yuan and
Jia Zeng},
title = {Multiobjective Optimization-Aided Decision-Making System for Large-Scale
Manufacturing Planning},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {8},
pages = {8326--8339},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2021.3049712},
doi = {10.1109/TCYB.2021.3049712},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/WangZDZLYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/LiZW22,
author = {Genghui Li and
Qingfu Zhang and
Zhenkun Wang},
title = {Evolutionary Competitive Multitasking Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {2},
pages = {278--289},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2022.3141819},
doi = {10.1109/TEVC.2022.3141819},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/LiZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccis/MiaoHTCW22,
author = {Ziliang Miao and
Buwei He and
Hubocheng Tang and
Jixiang Chen and
Zhenkun Wang},
title = {Stacked Ensemble of Metamodels for Expensive Global Optimization},
booktitle = {8th {IEEE} International Conference on Cloud Computing and Intelligent
Systems, {CCIS} 2022, Chengdu, China, November 26-28, 2022},
pages = {538--542},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CCIS57298.2022.10016330},
doi = {10.1109/CCIS57298.2022.10016330},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccis/MiaoHTCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicai/LiLW22,
author = {Genghui Li and
Qingyan Li and
Zhenkun Wang},
editor = {Lu Fang and
Daniel Povey and
Guangtao Zhai and
Tao Mei and
Ruiping Wang},
title = {Adaptive Differential Evolution Algorithm with Multiple Gaussian Learning
Models},
booktitle = {Artificial Intelligence - Second {CAAI} International Conference,
{CICAI} 2022, Beijing, China, August 27-28, 2022, Revised Selected
Papers, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13606},
pages = {325--336},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20503-3\_26},
doi = {10.1007/978-3-031-20503-3\_26},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cicai/LiLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ChenLW22,
author = {Jixiang Chen and
Fu Luo and
Zhenkun Wang},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {Dynamic multi-objective ensemble of acquisition functions in batch
bayesian optimization},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion
Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},
pages = {479--482},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3520304.3529083},
doi = {10.1145/3520304.3529083},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/ChenLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11118,
author = {Jixiang Chen and
Fu Luo and
Zhenkun Wang},
title = {Dynamic Multi-objective Ensemble of Acquisition Functions in Batch
Bayesian Optimization},
journal = {CoRR},
volume = {abs/2206.11118},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11118},
doi = {10.48550/ARXIV.2206.11118},
eprinttype = {arXiv},
eprint = {2206.11118},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-01545,
author = {Ruihao Zheng and
Zhenkun Wang},
title = {A Generalized Scalarization Method for Evolutionary Multi-objective
Optimization},
journal = {CoRR},
volume = {abs/2212.01545},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.01545},
doi = {10.48550/ARXIV.2212.01545},
eprinttype = {arXiv},
eprint = {2212.01545},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-01545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-02560,
author = {Zhongju Yuan and
Zhenkun Wang and
Genghui Li},
title = {Cross-Domain Few-Shot Relation Extraction via Representation Learning
and Domain Adaptation},
journal = {CoRR},
volume = {abs/2212.02560},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.02560},
doi = {10.48550/ARXIV.2212.02560},
eprinttype = {arXiv},
eprint = {2212.02560},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-02560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/0002S0W0YWM21,
author = {Qiang He and
Lihong Sun and
Xingwei Wang and
Zhenkun Wang and
Min Huang and
Bo Yi and
Yuantian Wang and
Lianbo Ma},
title = {Positive opinion maximization in signed social networks},
journal = {Inf. Sci.},
volume = {558},
pages = {34--49},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.091},
doi = {10.1016/J.INS.2020.12.091},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/0002S0W0YWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/YangWLH21,
author = {Qite Yang and
Zhenkun Wang and
Jianping Luo and
Qiang He},
title = {Balancing performance between the decision space and the objective
space in multimodal multiobjective optimization},
journal = {Memetic Comput.},
volume = {13},
number = {1},
pages = {31--47},
year = {2021},
url = {https://doi.org/10.1007/s12293-021-00325-w},
doi = {10.1007/S12293-021-00325-W},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/memetic/YangWLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/GaoLZLW21,
author = {Weifeng Gao and
Genghui Li and
Qingfu Zhang and
Yuting Luo and
Zhenkun Wang},
title = {Solving Nonlinear Equation Systems by a Two-Phase Evolutionary Algorithm},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {51},
number = {9},
pages = {5652--5663},
year = {2021},
url = {https://doi.org/10.1109/TSMC.2019.2957324},
doi = {10.1109/TSMC.2019.2957324},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/GaoLZLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/YangWI21,
author = {Qite Yang and
Zhenkun Wang and
Hisao Ishibuchi},
editor = {Hisao Ishibuchi and
Qingfu Zhang and
Ran Cheng and
Ke Li and
Hui Li and
Handing Wang and
Aimin Zhou},
title = {It Is Hard to Distinguish Between Dominance Resistant Solutions and
Extremely Convex Pareto Optimal Solutions},
booktitle = {Evolutionary Multi-Criterion Optimization - 11th International Conference,
{EMO} 2021, Shenzhen, China, March 28-31, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12654},
pages = {3--14},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-72062-9\_1},
doi = {10.1007/978-3-030-72062-9\_1},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emo/YangWI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/WangD0Y21,
author = {Zhenkun Wang and
Jingda Deng and
Qingfu Zhang and
Qite Yang},
editor = {Hisao Ishibuchi and
Qingfu Zhang and
Ran Cheng and
Ke Li and
Hui Li and
Handing Wang and
Aimin Zhou},
title = {On the Parameter Setting of the Penalty-Based Boundary Intersection
Method in {MOEA/D}},
booktitle = {Evolutionary Multi-Criterion Optimization - 11th International Conference,
{EMO} 2021, Shenzhen, China, March 28-31, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12654},
pages = {413--423},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-72062-9\_33},
doi = {10.1007/978-3-030-72062-9\_33},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emo/WangD0Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LuoHYLWF20,
author = {Jianping Luo and
Xiongwen Huang and
Yun Yang and
Xia Li and
Zhenkun Wang and
Jiqiang Feng},
title = {A many-objective particle swarm optimizer based on indicator and direction
vectors for many-objective optimization},
journal = {Inf. Sci.},
volume = {514},
pages = {166--202},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2019.11.047},
doi = {10.1016/J.INS.2019.11.047},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LuoHYLWF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/XuCQWF20,
author = {Chen Xu and
Yiyuan Chai and
Sitian Qin and
Zhenkun Wang and
Jiqiang Feng},
title = {A neurodynamic approach to nonsmooth constrained pseudoconvex optimization
problem},
journal = {Neural Networks},
volume = {124},
pages = {180--192},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2019.12.015},
doi = {10.1016/J.NEUNET.2019.12.015},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/XuCQWF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LuoGOW19,
author = {Jianping Luo and
Abhishek Gupta and
Yew{-}Soon Ong and
Zhenkun Wang},
title = {Evolutionary Optimization of Expensive Multiobjective Problems With
Co-Sub-Pareto Front Gaussian Process Surrogates},
journal = {{IEEE} Trans. Cybern.},
volume = {49},
number = {5},
pages = {1708--1721},
year = {2019},
url = {https://doi.org/10.1109/TCYB.2018.2811761},
doi = {10.1109/TCYB.2018.2811761},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/LuoGOW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/WangOI19,
author = {Zhenkun Wang and
Yew{-}Soon Ong and
Hisao Ishibuchi},
title = {On Scalable Multiobjective Test Problems With Hardly Dominated Boundaries},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {23},
number = {2},
pages = {217--231},
year = {2019},
url = {https://doi.org/10.1109/TEVC.2018.2844286},
doi = {10.1109/TEVC.2018.2844286},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/WangOI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/WangOSGZ19,
author = {Zhenkun Wang and
Yew{-}Soon Ong and
Jianyong Sun and
Abhishek Gupta and
Qingfu Zhang},
title = {A Generator for Multiobjective Test Problems With Difficult-to-Approximate
Pareto Front Boundaries},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {23},
number = {4},
pages = {556--571},
year = {2019},
url = {https://doi.org/10.1109/TEVC.2018.2872453},
doi = {10.1109/TEVC.2018.2872453},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/WangOSGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/LiOGW19,
author = {Hao Li and
Yew{-}Soon Ong and
Maoguo Gong and
Zhenkun Wang},
title = {Evolutionary Multitasking Sparse Reconstruction: Framework and Case
Study},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {23},
number = {5},
pages = {733--747},
year = {2019},
url = {https://doi.org/10.1109/TEVC.2018.2881955},
doi = {10.1109/TEVC.2018.2881955},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/LiOGW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/WangZLIJ17,
author = {Zhenkun Wang and
Qingfu Zhang and
Hui Li and
Hisao Ishibuchi and
Licheng Jiao},
title = {On the use of two reference points in decomposition based multiobjective
evolutionary algorithms},
journal = {Swarm Evol. Comput.},
volume = {34},
pages = {89--102},
year = {2017},
url = {https://doi.org/10.1016/j.swevo.2017.01.002},
doi = {10.1016/J.SWEVO.2017.01.002},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/WangZLIJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/HaoLW17,
author = {Xingxing Hao and
Jing Liu and
Zhenkun Wang},
title = {An improved global replacement strategy for {MOEA/D} on many-objective
kanpsack problems},
booktitle = {13th {IEEE} Conference on Automation Science and Engineering, {CASE}
2017, Xi'an, China, August 20-23, 2017},
pages = {624--629},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/COASE.2017.8256172},
doi = {10.1109/COASE.2017.8256172},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/case/HaoLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GongWCMQWJ16,
author = {Maoguo Gong and
Yue Wu and
Qing Cai and
Wenping Ma and
A. Kai Qin and
Zhenkun Wang and
Licheng Jiao},
title = {Discrete particle swarm optimization for high-order graph matching},
journal = {Inf. Sci.},
volume = {328},
pages = {158--171},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2015.08.038},
doi = {10.1016/J.INS.2015.08.038},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/GongWCMQWJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangZZGJ16,
author = {Zhenkun Wang and
Qingfu Zhang and
Aimin Zhou and
Maoguo Gong and
Licheng Jiao},
title = {Adaptive Replacement Strategies for {MOEA/D}},
journal = {{IEEE} Trans. Cybern.},
volume = {46},
number = {2},
pages = {474--486},
year = {2016},
url = {https://doi.org/10.1109/TCYB.2015.2403849},
doi = {10.1109/TCYB.2015.2403849},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/WangZZGJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TamLWNCL16,
author = {Hiu{-}Hin Tam and
Man{-}Fai Leung and
Zhenkun Wang and
Sin Chun Ng and
Chi{-}Chung Cheung and
Andrew K. Lui},
title = {Improved adaptive global replacement scheme for {MOEA/D-AGR}},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {2153--2160},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7744054},
doi = {10.1109/CEC.2016.7744054},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/TamLWNCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/WangZL15,
author = {Zhenkun Wang and
Qingfu Zhang and
Hui Li},
title = {Balancing Convergence and Diversity by Using Two Different Reproduction
Operators in {MOEA/D:} Some Preliminary Work},
booktitle = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics,
Kowloon Tong, Hong Kong, October 9-12, 2015},
pages = {2849--2854},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SMC.2015.496},
doi = {10.1109/SMC.2015.496},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/WangZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/WangZGZ14,
author = {Zhenkun Wang and
Qingfu Zhang and
Maoguo Gong and
Aimin Zhou},
title = {A replacement strategy for balancing convergence and diversity in
{MOEA/D}},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {2132--2139},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900319},
doi = {10.1109/CEC.2014.6900319},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/WangZGZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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