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@inproceedings{DBLP:conf/nips/YangLLC23,
  author       = {Lin Yang and
                  Junlong Lyu and
                  Wenlong Lyu and
                  Zhitang Chen},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Efficient Robust Bayesian Optimization for Arbitrary Uncertain inputs},
  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/868f2f9a9950f7b0538b3ce7eb4c8eb8-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YangLLC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2301-12640,
  author       = {Junlong Lyu and
                  Zhitang Chen and
                  Wenlong Lyu and
                  Jianye Hao},
  title        = {Reweighted Interacting Langevin Diffusions: an Accelerated Sampling
                  Methodfor Optimization},
  journal      = {CoRR},
  volume       = {abs/2301.12640},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.12640},
  doi          = {10.48550/ARXIV.2301.12640},
  eprinttype    = {arXiv},
  eprint       = {2301.12640},
  timestamp    = {Wed, 01 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-12640.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2306-05704,
  author       = {Lin Liu and
                  Mingming Zhao and
                  Shanxin Yuan and
                  Wenlong Lyu and
                  Wengang Zhou and
                  Houqiang Li and
                  Yanfeng Wang and
                  Qi Tian},
  title        = {Exploring Effective Mask Sampling Modeling for Neural Image Compression},
  journal      = {CoRR},
  volume       = {abs/2306.05704},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.05704},
  doi          = {10.48550/ARXIV.2306.05704},
  eprinttype    = {arXiv},
  eprint       = {2306.05704},
  timestamp    = {Tue, 31 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-05704.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2308-04660,
  author       = {Wenlong Lyu and
                  Shoubo Hu and
                  Jie Chuai and
                  Zhitang Chen},
  title        = {Efficient Bayesian Optimization with Deep Kernel Learning and Transformer
                  Pre-trained on Multiple Heterogeneous Datasets},
  journal      = {CoRR},
  volume       = {abs/2308.04660},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.04660},
  doi          = {10.48550/ARXIV.2308.04660},
  eprinttype    = {arXiv},
  eprint       = {2308.04660},
  timestamp    = {Tue, 22 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-04660.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2310-20145,
  author       = {Lin Yang and
                  Junlong Lyu and
                  Wenlong Lyu and
                  Zhitang Chen},
  title        = {Efficient Robust Bayesian Optimization for Arbitrary Uncertain inputs},
  journal      = {CoRR},
  volume       = {abs/2310.20145},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.20145},
  doi          = {10.48550/ARXIV.2310.20145},
  eprinttype    = {arXiv},
  eprint       = {2310.20145},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-20145.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jair/Cowen-RiversLTW22,
  author       = {Alexander I. Cowen{-}Rivers and
                  Wenlong Lyu and
                  Rasul Tutunov and
                  Zhi Wang and
                  Antoine Grosnit and
                  Ryan{-}Rhys Griffiths and
                  Alexandre Max Maraval and
                  Jianye Hao and
                  Jun Wang and
                  Jan Peters and
                  Haitham Bou{-}Ammar},
  title        = {{HEBO:} An Empirical Study of Assumptions in Bayesian Optimisation},
  journal      = {J. Artif. Intell. Res.},
  volume       = {74},
  pages        = {1269--1349},
  year         = {2022},
  url          = {https://doi.org/10.1613/jair.1.13643},
  doi          = {10.1613/JAIR.1.13643},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jair/Cowen-RiversLTW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iccad/FengLCYYH22,
  author       = {Chang Feng and
                  Wenlong Lyu and
                  Zhitang Chen and
                  Junjie Ye and
                  Mingxuan Yuan and
                  Jianye Hao},
  editor       = {Tulika Mitra and
                  Evangeline F. Y. Young and
                  Jinjun Xiong},
  title        = {Batch Sequential Black-Box Optimization with Embedding Alignment Cells
                  for Logic Synthesis},
  booktitle    = {Proceedings of the 41st {IEEE/ACM} International Conference on Computer-Aided
                  Design, {ICCAD} 2022, San Diego, California, USA, 30 October 2022
                  - 3 November 2022},
  pages        = {56:1--56:9},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3508352.3549363},
  doi          = {10.1145/3508352.3549363},
  timestamp    = {Tue, 06 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccad/FengLCYYH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2106-03609,
  author       = {Antoine Grosnit and
                  Rasul Tutunov and
                  Alexandre Max Maraval and
                  Ryan{-}Rhys Griffiths and
                  Alexander I. Cowen{-}Rivers and
                  Lin Yang and
                  Lin Zhu and
                  Wenlong Lyu and
                  Zhitang Chen and
                  Jun Wang and
                  Jan Peters and
                  Haitham Bou{-}Ammar},
  title        = {High-Dimensional Bayesian Optimisation with Variational Autoencoders
                  and Deep Metric Learning},
  journal      = {CoRR},
  volume       = {abs/2106.03609},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.03609},
  eprinttype    = {arXiv},
  eprint       = {2106.03609},
  timestamp    = {Thu, 10 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-03609.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2012-03826,
  author       = {Alexander I. Cowen{-}Rivers and
                  Wenlong Lyu and
                  Zhi Wang and
                  Rasul Tutunov and
                  Jianye Hao and
                  Jun Wang and
                  Haitham Bou{-}Ammar},
  title        = {{HEBO:} Heteroscedastic Evolutionary Bayesian Optimisation},
  journal      = {CoRR},
  volume       = {abs/2012.03826},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.03826},
  eprinttype    = {arXiv},
  eprint       = {2012.03826},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-03826.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dac/ZhangLYYZ0H19,
  author       = {Shuhan Zhang and
                  Wenlong Lyu and
                  Fan Yang and
                  Changhao Yan and
                  Dian Zhou and
                  Xuan Zeng and
                  Xiangdong Hu},
  title        = {An Efficient Multi-fidelity Bayesian Optimization Approach for Analog
                  Circuit Synthesis},
  booktitle    = {Proceedings of the 56th Annual Design Automation Conference 2019,
                  {DAC} 2019, Las Vegas, NV, USA, June 02-06, 2019},
  pages        = {64},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3316781.3317765},
  doi          = {10.1145/3316781.3317765},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dac/ZhangLYYZ0H19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/date/ZhangLYYZ019,
  author       = {Shuhan Zhang and
                  Wenlong Lyu and
                  Fan Yang and
                  Changhao Yan and
                  Dian Zhou and
                  Xuan Zeng},
  editor       = {J{\"{u}}rgen Teich and
                  Franco Fummi},
  title        = {Bayesian Optimization Approach for Analog Circuit Synthesis Using
                  Neural Network},
  booktitle    = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
                  {DATE} 2019, Florence, Italy, March 25-29, 2019},
  pages        = {1463--1468},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.23919/DATE.2019.8714788},
  doi          = {10.23919/DATE.2019.8714788},
  timestamp    = {Mon, 30 Sep 2024 15:20:52 +0200},
  biburl       = {https://dblp.org/rec/conf/date/ZhangLYYZ019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1912-00392,
  author       = {Shuhan Zhang and
                  Wenlong Lyu and
                  Fan Yang and
                  Changhao Yan and
                  Dian Zhou and
                  Xuan Zeng and
                  Xiangdong Hu},
  title        = {An Efficient Multi-fidelity Bayesian Optimization Approach for Analog
                  Circuit Synthesis},
  journal      = {CoRR},
  volume       = {abs/1912.00392},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.00392},
  eprinttype    = {arXiv},
  eprint       = {1912.00392},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-00392.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1912-00402,
  author       = {Shuhan Zhang and
                  Wenlong Lyu and
                  Fan Yang and
                  Changhao Yan and
                  Dian Zhou and
                  Xuan Zeng},
  title        = {Bayesian Optimization Approach for Analog Circuit Synthesis Using
                  Neural Network},
  journal      = {CoRR},
  volume       = {abs/1912.00402},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.00402},
  eprinttype    = {arXiv},
  eprint       = {1912.00402},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-00402.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tcas/LyuXYYHZZ18,
  author       = {Wenlong Lyu and
                  Pan Xue and
                  Fan Yang and
                  Changhao Yan and
                  Zhiliang Hong and
                  Xuan Zeng and
                  Dian Zhou},
  title        = {An Efficient Bayesian Optimization Approach for Automated Optimization
                  of Analog Circuits},
  journal      = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
  volume       = {65-I},
  number       = {6},
  pages        = {1954--1967},
  year         = {2018},
  url          = {https://doi.org/10.1109/TCSI.2017.2768826},
  doi          = {10.1109/TCSI.2017.2768826},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcas/LyuXYYHZZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tvlsi/ZhangLLYZZPZ18,
  author       = {Ye Zhang and
                  Wenlong Lyu and
                  Wai{-}Shing Luk and
                  Fan Yang and
                  Hai Zhou and
                  Dian Zhou and
                  David Z. Pan and
                  Xuan Zeng},
  title        = {Cut Redistribution and Insertion for Advanced 1-D Layout Design via
                  Network Flow Optimization},
  journal      = {{IEEE} Trans. Very Large Scale Integr. Syst.},
  volume       = {26},
  number       = {9},
  pages        = {1613--1626},
  year         = {2018},
  url          = {http://doi.ieeecomputersociety.org/10.1109/TVLSI.2018.2828603},
  doi          = {10.1109/TVLSI.2018.2828603},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tvlsi/ZhangLLYZZPZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dac/Lyu0YZ018,
  author       = {Wenlong Lyu and
                  Fan Yang and
                  Changhao Yan and
                  Dian Zhou and
                  Xuan Zeng},
  title        = {Multi-objective bayesian optimization for analog/RF circuit synthesis},
  booktitle    = {Proceedings of the 55th Annual Design Automation Conference, {DAC}
                  2018, San Francisco, CA, USA, June 24-29, 2018},
  pages        = {11:1--11:6},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3195970.3196078},
  doi          = {10.1145/3195970.3196078},
  timestamp    = {Wed, 16 Oct 2019 14:14:54 +0200},
  biburl       = {https://dblp.org/rec/conf/dac/Lyu0YZ018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/Lyu0YZ018,
  author       = {Wenlong Lyu and
                  Fan Yang and
                  Changhao Yan and
                  Dian Zhou and
                  Xuan Zeng},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Batch Bayesian Optimization via Multi-objective Acquisition Ensemble
                  for Automated Analog Circuit Design},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {3312--3320},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/lyu18a.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:30 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/Lyu0YZ018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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