| Asynchronous parallel stochastic gradient for nonconvex optimization X Lian, Y Huang, Y Li, J Liu Advances in Neural Information Processing Systems, 2737-2745, 2015 | 573 | 2015 |
| A comprehensive linear speedup analysis for asynchronous stochastic parallel optimization from zeroth-order to first-order X Lian, H Zhang, CJ Hsieh, Y Huang, J Liu Advances in Neural Information Processing Systems, 3054-3062, 2016 | 124 | 2016 |
| Asynchronous Parallel Empirical Variance Guided Algorithms for the Thresholding Bandit Problem J Zhong, Y Huang, J Liu arXiv preprint arXiv:1704.04567, 2017 | 19 | 2017 |
| CHI: A contemporaneous health index for degenerative disease monitoring using longitudinal measurements Y Huang, Q Meng, H Evans, W Lober, Y Cheng, X Qian, J Liu, S Huang Journal of biomedical informatics 73, 115-124, 2017 | 10 | 2017 |
| On benefits of selection diversity via bilevel exclusive sparsity H Yang, Y Huang, L Tran, J Liu, S Huang Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 8 | 2016 |
| Exclusive sparsity norm minimization with random groups via cone projection Y Huang, J Liu arXiv preprint arXiv:1510.07925, 2015 | 6 | 2015 |
