| 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 | 720 | 2021 |
| Sparse approximation via penalty decomposition methods Z Lu, Y Zhang SIAM Journal on Optimization 23 (4), 2448-2478, 2013 | 253* | 2013 |
| An augmented Lagrangian approach for sparse principal component analysis Z Lu, Y Zhang Mathematical programming 135 (1-2), 149-193, 2012 | 157 | 2012 |
| 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 | 132 | 2021 |
| An Efficient Algorithm for ℓ 0 Minimization in Wavelet Frame Based Image Restoration B Dong, Y Zhang Journal of Scientific Computing 54, 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 | 112 | 2013 |
| 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 | 101 | 2016 |
| Penalty decomposition methods for rank minimization Y Zhang, Z Lu Advances in Neural Information Processing Systems 24, 2011 | 101 | 2011 |
| 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 | 94 | 2021 |
| 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 | 75 | 2022 |
| Facing small and biased data dilemma in drug discovery with enhanced federated learning approaches Z Xiong, Z Cheng, X Lin, C Xu, X Liu, D Wang, X Luo, Y Zhang, H Jiang, ... Science China Life Sciences, 1-11, 2021 | 61 | 2021 |
| 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 | 61 | 2021 |
| Data pricing in machine learning pipelines Z Cong, X Luo, J Pei, F Zhu, Y Zhang Knowledge and Information Systems 64 (6), 1417-1455, 2022 | 60 | 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 | 57 | 2021 |
| 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 | 56 | 2021 |
| 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 | 48 | 2019 |
| Fair and efficient contribution valuation for vertical federated learning Z Fan, H Fang, Z Zhou, J Pei, MP Friedlander, Y Zhang arXiv preprint arXiv:2201.02658, 2022 | 47 | 2022 |
| An alternating direction method for finding Dantzig selectors Z Lu, TK Pong, Y Zhang Computational Statistics & Data Analysis 56 (12), 4037-4046, 2012 | 42 | 2012 |
| 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 | 36 | 2016 |
| 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 | 32 | 2019 |
Zirui ZhouHuawei Technologies Canada確認したメール アドレス: huawei.com
