| Low Rank Mechanism for Optimizing Batch Queries under Differential Privacy G Yuan, Z Zhang, M Winslett, X Xiao, Y Yang, Z Hao Very Large Data Bases (VLDB) Conferences, 2012 | 108 | 2012 |
| High-quality exposure correction of underexposed photos Q Zhang, G Yuan, C Xiao, L Zhu, WS Zheng Proceedings of the 26th ACM international conference on Multimedia, 582-590, 2018 | 82 | 2018 |
| L0TV: A New Method for Image Restoration in the Presence of Impulse Noise G Yuan, B Ghanem IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 5369-5377, 2015 | 77 | 2015 |
| L0TV: A Sparse Optimization Method for Impulse Noise Image Restoration G Yuan, B Ghanem IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017 | 61 | 2017 |
| Binary optimization via mathematical programming with equilibrium constraints G Yuan, B Ghanem arXiv preprint arXiv:1608.04425, 2016 | 40 | 2016 |
| Optimizing Batch Linear Queries under Exact and Approximate Differential Privacy G Yuan, M Zhang, Zhenjie, Winslett, X Xiao, Y Yang, Z Hao ACM Transactions on Database Systems (TODS) 40 (2), 1-47, 2015 | 31 | 2015 |
| An Exact Penalty Method for Binary Optimization Based on MPEC Formulation G Yuan, B Ghanem AAAI Conference on Artificial Intelligence (AAAI), 2017 | 29 | 2017 |
| Sparsity constrained minimization via mathematical programming with equilibrium constraints G Yuan, B Ghanem arXiv preprint arXiv:1608.04430, 2016 | 29 | 2016 |
| Convex Optimization for Linear Query Processing under Approximate Differential Privacy G Yuan, Y Yang, Z Zhang, Z Hao ACM SIGKDD international conference on knowledge discovery and data mining (KDD), 2016 | 27* | 2016 |
| Multilevel thresholding for image segmentation through Bayesian particle swarm optimisation Y Jiang, Z Hao, G Yuan, Z Yang International Journal of Modelling, Identification and Control 15 (4), 267-276, 2012 | 16 | 2012 |
| A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem G Yuan, L Shen, WS Zheng IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 | 13 | 2019 |
| A Proximal Alternating Direction Method for Semi-Definite Rank Minimization G Yuan, B Ghanem AAAI Conference on Artificial Intelligence (AAAI), 2016 | 13 | 2016 |
| A Block Decomposition Algorithm for Sparse Optimization G Yuan, L Shen, WS Zheng Proceedings of the ACM SIGKDD International Conference on Knowledge …, 2020 | 10 | 2020 |
| A primal method for multiple kernel learning Z Hao, G Yuan, X Yang, Z Chen Neural Computing and Applications 23, 975-987, 2013 | 7 | 2013 |
| Low-rank quadratic semidefinite programming G Yuan, Z Zhang, B Ghanem, Z Hao Neurocomputing 106, 51-60, 2013 | 6 | 2013 |
| GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization L Shen, W Liu, G Yuan, S Ma International Conference on Machine Learning (ICML), 2017 | 5 | 2017 |
| A Coordinate-wise Optimization Algorithm for Sparse Inverse Covariance Selection G Yuan, H Tan, WS Zheng arXiv preprint arXiv:1711.07038, 2017 | 4 | 2017 |
| A hybrid method of combinatorial search and coordinate descent for discrete optimization G Yuan, L Shen, WS Zheng arXiv preprint arXiv:1706.06493, 2017 | 3 | 2017 |
| A Matrix Splitting Method for Composite Function Minimization G Yuan, WS Zheng, B Ghanem IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 | 3 | 2017 |
| BILGO: Bilateral greedy optimization for large scale semidefinite programming Z Hao, G Yuan, B Ghanem Neurocomputing 127, 247-257, 2014 | 3 | 2014 |
