Buyun Liang
Buyun Liang
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2023 USAPL Ivy League Cup
Body Weight: 74.15kg. Squat: 145kg; Bench Press: 107.5kg; Deadlift: 185kg. Total 437.5kg.
Video
2023 USA Powerlifting Central and Midwest Regional Championships
Body Weight: 80.25kg. Squat: 160kg; Bench Press: 112.5kg; Deadlift: 195kg. Total 467.5kg.
Video
Optimization for Adversarial Robustness Evaluations and Implications from the Solution Patterns
Empirical evaluation of deep learning models against adversarial perturbations entails solving nontrivial constrained optimization …
Hengyue Liang
,
Buyun Liang
,
Le Peng
,
Ying Cui
,
Tim Mitchell
,
Ju Sun
Paper
Implications of Solution Patterns on Adversarial Robustness
Empirical robustness evaluation (RE) of deep learning models against adversarial perturbations involves solving non-trivial constrained …
Hengyue Liang
,
Buyun Liang
,
Le Peng
,
Ying Cui
,
Tim Mitchell
,
Ju Sun
Paper
NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning
Optimizing nonconvex (NCVX) problems, especially nonsmooth and constrained ones, is an essential part of machine learning. However, it …
Buyun Liang
,
Tim Mitchell
,
Ju Sun
Paper
Poster
Optimization for Robustness Evaluation beyond ℓp Metrics
Empirical evaluation of neural network models against adversarial perturbations entail solving nontrivial constrained optimization …
Hengyue Liang
,
Buyun Liang
,
Ying Cui
,
Tim Mitchell
,
Ju Sun
Paper
Poster
2022 USA Powerlifting Minnesota Junior, Open & Master State Championships
Body Weight: 76.35kg. Squat: 157.5kg; Bench Press: 105kg; Deadlift: 180kg. Total 442.5kg.
Video
Robustness of Deep Learning in MRI Reconstruction
Improved the stability of deep learning model on MRI reconstruction with adversarial training
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