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Buyun Liang 0001

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affiliation: University of Pennsylvania, Philadelphia, PA, USA
affiliation (2020 - 2023): University of Minnesota, Minneapolis, MN, USA

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2023
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  - conf/cvpr/LiangLSCM23
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Hengyue Liang, Buyun Liang, Ju Sun, Ying Cui, Tim Mitchell:
Implications of Solution Patterns on Adversarial Robustness. CVPR Workshops 2023: 2393-2400
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Hengyue Liang, Buyun Liang, Ying Cui, Tim Mitchell, Ju Sun:
Optimization for Robustness Evaluation Beyond ℓp Metrics. ICASSP 2023: 1-5
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  - journals/corr/abs-2303-13401
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Hengyue Liang, Buyun Liang, Le Peng, Ying Cui, Tim Mitchell, Ju Sun:
Optimization and Optimizers for Adversarial Robustness. CoRR abs/2303.13401 (2023)
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Bhargav Joshi, Taihui Li, Buyun Liang, Roger Rusack, Ju Sun:
Predicting the Future of the CMS Detector: Crystal Radiation Damage and Machine Learning at the LHC. CoRR abs/2303.15291 (2023)
2022
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Hengyue Liang, Buyun Liang, Ying Cui, Tim Mitchell, Ju Sun:
Optimization for Robustness Evaluation beyond 𝓁_p Metrics. CoRR abs/2210.00621 (2022)
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Buyun Liang, Tim Mitchell, Ju Sun:
NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning. CoRR abs/2210.00973 (2022)
2021
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  - journals/corr/abs-2111-13984
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Buyun Liang, Ju Sun:
NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning. CoRR abs/2111.13984 (2021)

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