| 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 | 944 | 2021 |
| Sparse approximation via penalty decomposition methods Z Lu, Y Zhang SIAM Journal on Optimization 23 (4), 2448-2478, 2013 | 264* | 2013 |
| 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 | 175 | 2021 |
| An augmented Lagrangian approach for sparse principal component analysis Z Lu, Y Zhang Mathematical programming 135 (1-2), 149-193, 2012 | 164 | 2012 |
| 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 | 134 | 2021 |
| An Efficient Algorithm for ℓ0 Minimization in Wavelet Frame Based Image Restoration B Dong, Y Zhang Journal of Scientific Computing 54 (2), 350-368, 2013 | 125 | 2013 |
| ℓ₀ Minimization for wavelet frame based image restoration Y Zhang, B Dong, Z Lu Mathematics of Computation 82 (282), 995-1015, 2013 | 115 | 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 | 109 | 2016 |
| Nl4opt competition: Formulating optimization problems based on their natural language descriptions R Ramamonjison, T Yu, R Li, H Li, G Carenini, B Ghaddar, S He, ... NeurIPS 2022 competition track, 189-203, 2023 | 105 | 2023 |
| 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 | 104 | 2022 |
| Penalty decomposition methods for rank minimization Y Zhang, Z Lu Advances in Neural Information Processing Systems 24, 2011 | 104 | 2011 |
| 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 | 90 | 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 65 (3), 529-539, 2022 | 80 | 2022 |
| 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 | 74 | 2021 |
| Divprune: Diversity-based visual token pruning for large multimodal models SR Alvar, G Singh, M Akbari, Y Zhang Proceedings of the Computer Vision and Pattern Recognition Conference, 9392-9401, 2025 | 72 | 2025 |
| 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 | 72 | 2021 |
| 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 | 66 | 2021 |
| 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 | 56 | 2022 |
| 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 | 55 | 2019 |
| An alternating direction method for finding Dantzig selectors Z Lu, TK Pong, Y Zhang Computational Statistics & Data Analysis 56 (12), 4037-4046, 2012 | 46 | 2012 |
Zirui ZhouHuawei Technologies CanadaVerified email at huawei.com
