publications.bib

@article{zhu2021federated,
  title={Federated learning on non-IID data: A survey},
  author={Zhu, Hangyu and Xu, Jinjin and Liu, Shiqing and Jin, Yaochu},
  journal={Neurocomputing},
  volume={465},
  pages={371--390},
  year={2021},
  publisher={Elsevier}
}

@inproceedings{liu2023end,
  title={End-to-end Pareto set prediction with graph neural networks for multi-objective facility location},
  author={Liu, Shiqing and Yan, Xueming and Jin, Yaochu},
  booktitle={International Conference on Evolutionary Multi-Criterion Optimization},
  pages={147--161},
  year={2023},
  organization={Springer}
}

@article{liu2022survey,
  title={A survey on computationally efficient neural architecture search},
  author={Liu, Shiqing and Zhang, Haoyu and Jin, Yaochu},
  journal={Journal of Automation and Intelligence},
  volume={1},
  number={1},
  pages={100002},
  year={2022},
  publisher={Elsevier}
}

@inproceedings{liu2023graph,
  title={Graph Q-learning Assisted Ant Colony Optimization for Vehicle Routing Problems with Time Windows},
  author={Liu, Shiqing and Yue, Peng and Jin, Yaochu},
  booktitle={Proceedings of the Companion Conference on Genetic and Evolutionary Computation},
  pages={7--8},
  year={2023}
}

@inproceedings{xin2018estimation,
  title={An estimation of distribution algorithm for multi-robot multi-point dynamic aggregation problem},
  author={Xin, Bin and Liu, Shiqing and Peng, Zhihong and Gao, Guanqiang},
  booktitle={2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},
  pages={775--780},
  year={2018},
  organization={IEEE}
}

@inproceedings{liu2023federated,
  title={Federated Bayesian Optimization for Privacy-Preserving Neural Architecture Search},
  author={Liu, Shiqing and Wang, Xilu and Jin, Yaochu},
  booktitle={2023 IEEE Congress on Evolutionary Computation (CEC)},
  pages={1--8},
  year={2023},
  organization={IEEE}
}

@article{liu2023edge,
  title={An Edge-Aware Graph Autoencoder Trained on Scale-Imbalanced Data for Travelling Salesman Problems},
  author={Liu, Shiqing and Yan, Xueming and Jin, Yaochu},
  journal={arXiv preprint arXiv:2310.06543},
  year={2023}
}

@inproceedings{zheng2023federated,
  title={Federated Graph Neural Networks with Bipartite Embedding for Multi-Objective Facility Location},
  author={Zheng, Zeqi and Wang, Ziqi and Yan, Xueming and Jin, Yaochu and Liu, Shiqing and Liu, Qiqi},
  booktitle={2023 5th International Conference on Data-driven Optimization of Complex Systems (DOCS)},
  pages={1--8},
  year={2023},
  organization={IEEE}
}