| Personalized cross-silo federated learning on non-iid data Y Huang, L Chu, Z Zhou, L Wang, J Liu, J Pei, Y Zhang Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7865-7873, 2021 | 322 | 2021 |
| Sparse approximation via penalty decomposition methods Z Lu, Y Zhang SIAM Journal on Optimization 23 (4), 2448-2478, 2013 | 222* | 2013 |
| An augmented Lagrangian approach for sparse principal component analysis Z Lu, Y Zhang Mathematical programming 135 (1-2), 149-193, 2012 | 138 | 2012 |
| An efficient algorithm for ℓ 0 minimization in wavelet frame based image restoration B Dong, Y Zhang Journal of Scientific Computing 54 (2), 350-368, 2013 | 121 | 2013 |
| ℓ₀ Minimization for wavelet frame based image restoration Y Zhang, B Dong, Z Lu Mathematics of Computation 82 (282), 995-1015, 2013 | 107 | 2013 |
| Penalty decomposition methods for rank minimization Y Zhang, Z Lu Advances in neural information processing systems 24, 2011 | 94 | 2011 |
| Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study KM Pohl, EV Sullivan, T Rohlfing, W Chu, D Kwon, BN Nichols, Y Zhang, ... Neuroimage 130, 194-213, 2016 | 86 | 2016 |
| Robust counterfactual explanations on graph neural networks M Bajaj, L Chu, ZY Xue, J Pei, L Wang, PCH Lam, Y Zhang Advances in Neural Information Processing Systems 34, 5644-5655, 2021 | 55 | 2021 |
| An alternating direction method for finding Dantzig selectors Z Lu, TK Pong, Y Zhang Computational Statistics & Data Analysis 56 (12), 4037-4046, 2012 | 40 | 2012 |
| Simrod: A simple adaptation method for robust object detection R Ramamonjison, A Banitalebi-Dehkordi, X Kang, X Bai, Y Zhang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 39 | 2021 |
| Auto-split: a general framework of collaborative edge-cloud AI A Banitalebi-Dehkordi, N Vedula, J Pei, F Xia, L Wang, Y Zhang Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 35 | 2021 |
| Extracting patterns of morphometry distinguishing HIV associated neurodegeneration from mild cognitive impairment via group cardinality constrained classification Y Zhang, D Kwon, P EsmaeiliFiridouni, A Pfefferbaum, EV Sullivan, ... Human brain mapping 37 (12), 4523-4538, 2016 | 35 | 2016 |
| Logistic regression confined by cardinality-constrained sample and feature selection E Adeli, X Li, D Kwon, Y Zhang, KM Pohl IEEE transactions on pattern analysis and machine intelligence 42 (7), 1713-1728, 2019 | 33 | 2019 |
| Multi-Tissue Decomposition of Diffusion MRI Signals via Sparse-Group Estimation PT Yap, Y Zhang, D Shen IEEE Transactions on Image Processing 25 (9), 4340-4353, 2016 | 28 | 2016 |
| Data pricing in machine learning pipelines Z Cong, X Luo, J Pei, F Zhu, Y Zhang Knowledge and Information Systems, 1-39, 2022 | 27 | 2022 |
| Improving fairness for data valuation in horizontal federated learning Z Fan, H Fang, Z Zhou, J Pei, MP Friedlander, C Liu, Y Zhang 2022 IEEE 38th International Conference on Data Engineering (ICDE), 2440-2453, 2022 | 27 | 2022 |
| Fedfair: Training fair models in cross-silo federated learning L Chu, L Wang, Y Dong, J Pei, Z Zhou, Y Zhang arXiv preprint arXiv:2109.05662, 2021 | 27 | 2021 |
| Denoising of diffusion MRI data via graph framelet matching in xq space G Chen, B Dong, Y Zhang, W Lin, D Shen, PT Yap IEEE Transactions on Medical Imaging 38 (12), 2838-2848, 2019 | 26 | 2019 |
| Regularized low-rank approximation via iterative reweighted singular value minimization Z Lu, Y Zhang, J Lu Computational Optimization and Applications 68 (3), 619-642, 2017 | 21 | 2017 |
| Towards fair federated learning Z Zhou, L Chu, C Liu, L Wang, J Pei, Y Zhang Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 18 | 2021 |
Jian PeiArthur S. Pearse Distinguished Professor, Duke University在 cs.sfu.ca 的电子邮件经过验证
