| NCVX: A general-purpose optimization solver for constrained machine and deep learning B Liang, T Mitchell, J Sun NeurIPS Workshop on Optimization for Machine Learning (OPT 2022), 2022 | 7 | 2022 |
| Ncvx: A user-friendly and scalable package for nonconvex optimization in machine learning B Liang, T Mitchell, J Sun arXiv preprint arXiv:2111.13984, 2021 | 6 | 2021 |
| Optimization for Robustness Evaluation Beyond ℓp Metrics H Liang, B Liang, Y Cui, T Mitchell, J Sun ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 5* | 2023 |
| Optimization and optimizers for adversarial robustness H Liang, B Liang, L Peng, Y Cui, T Mitchell, J Sun arXiv preprint arXiv:2303.13401, 2023 | 2 | 2023 |
| Implications of Solution Patterns on Adversarial Robustness H Liang, B Liang, J Sun, Y Cui, T Mitchell CVPR Workshop of Adversarial Machine Learning on Computer Vision: Art of …, 2023 | 2 | 2023 |
| Large-scale molecular dynamics simulations of bubble collapse in water: Effects of system size, water model, and nitrogen JL Chen, JL Prelesnik, B Liang, Y Sun, M Bhatt, C Knight, K Mahesh, ... The Journal of Chemical Physics 159 (22), 2023 | 1 | 2023 |
| Effect of non-condensable gas on the thermophysical properties of bubbly water and on bubble collapse dynamics probed by molecular simulations JI Siepmann, JL Chen, B Liang, K Mahesh 33rd Symposium on Naval Hydrodynamics, Osaka, Japan, 2020 | 1* | 2020 |
Ju SunAssistant Professor, Computer Science & Engineering, University of Minnesota at Twin CitiesVerified email at umn.edu
