| Symmetric Cross Entropy for Robust Learning with Noisy Labels Y Wang, X Ma, Z Chen, Y Luo, Y Jinfeng, B James International Conference on Computer Vision, 2019, 2019 | 567 | 2019 |
| Fast stochastic AUC maximization with O (1/n)-convergence rate M Liu, X Zhang, Z Chen, W Xiaoyu, T Yang Proceedings of the 35th International Conference on Machine Learning 80 …, 2018 | 55 | 2018 |
| Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions Z Chen, T Yang, J Yi, B Zhou, E Chen Seventh International Conference on Learning Representations, 2019 | 48 | 2019 |
| Adam revisited: a weighted past gradients perspective H Zhong, Z Chen, C Qin, Z Huang, VW Zheng, T Xu, E Chen Frontiers of Computer Science 14, 1-16, 2020 | 31 | 2020 |
| SADAGRAD: Strongly Adaptive Stochastic Gradient Methods Z Chen, Y Xu, E Chen, T Yang Proceedings of the 35th International Conference on Machine Learning 80, 913-921, 2018 | 30 | 2018 |
| Katalyst: Boosting Convex Katayusha for Non-Convex Problems with a Large Condition Number Z Chen, Y Xu, H Hu, T Yang Proceedings of the 36th International Conference on Machine Learning, 2019 | 11* | 2019 |
| Joint semantic domain alignment and target classifier learning for unsupervised domain adaptation DD Chen, Y Wang, J Yi, Z Chen, ZH Zhou arXiv preprint arXiv:1906.04053, 2019 | 5 | 2019 |
| Stochastic Continuous Submodular Maximization: Boosting via Non-oblivious Function Q Zhang, Z Deng, Z Chen, Y Yang International Conference on Machine Learning, 2022 | 4 | 2022 |
| Aligned matrix completion: Integrating consistency and independency in multiple domains L Xu, Z Chen, Q Zhou, E Chen, NJ Yuan, X Xie 2016 IEEE 16th International Conference on Data Mining (ICDM), 529-538, 2016 | 3 | 2016 |
| Online Primal-Dual Algorithms For Stochastic Resource Allocation Problems Y Chen, Z Deng, Z Chen, Y Zhou, Y Chen, H Hu arXiv preprint arXiv:2203.16818, 2022 | 2 | 2022 |
| Selecting social media responses to news: A convex framework based on data reconstruction Z Chen, L Xu, E Chen, B Chang, Z Wang, Y Li Proceedings of the 2015 SIAM International Conference on Data Mining, 541-549, 2015 | 2 | 2015 |
| An Online Algorithm for Chance Constrained Resource Allocation Y Chen, Z Deng, Y Zhou, Z Chen, Y Chen, H Hu ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback Q Zhang, Z Deng, Z Chen, K Zhou, H Hu, Y Yang International Conference on Artificial Intelligence and Statistics, 3515-3537, 2023 | 1 | 2023 |
| Efficient Rank Minimization via Solving Non-convexPenalties by Iterative Shrinkage-Thresholding Algorithm Z Chen arXiv preprint arXiv:1809.05292, 2018 | 1 | 2018 |
| Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization Q Zhang, Z Deng, X Jian, Z Chen, H Hu, Y Yang arXiv preprint arXiv:2208.08681, 2022 | | 2022 |
| Online Allocation Problem with Two-sided Resource Constraints: Fairness and Provable Guarantees Q Zhang, W Ye, Z Chen, H Hu, E Chen, Y Yang arXiv preprint arXiv:2112.13964, 2021 | | 2021 |
