Learning with multiclass AUC: Theory and algorithms Z Yang, Q Xu, S Bao, X Cao, Q Huang IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), 7747 …, 2021 | 55 | 2021 |
When all we need is a piece of the pie: A generic framework for optimizing two-way partial AUC Z Yang, Q Xu, S Bao, Y He, X Cao, Q Huang International Conference on Machine Learning, 11820-11829, 2021 | 22 | 2021 |
Optimizing Two-way Partial AUC with an End-to-end Framework Z Yang, Q Xu, S Bao, Y He, X Cao, Q Huang IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 | 11 | 2022 |
Collaborative preference embedding against sparse labels S Bao, Q Xu, K Ma, Z Yang, X Cao, Q Huang Proceedings of the 27th ACM International Conference on Multimedia, 2079-2087, 2019 | 9 | 2019 |
The minority matters: A diversity-promoting collaborative metric learning algorithm S Bao, Q Xu, Z Yang, Y He, X Cao, Q Huang Advances in Neural Information Processing Systems 35, 2451-2464, 2022 | 6 | 2022 |
Rethinking collaborative metric learning: Toward an efficient alternative without negative sampling S Bao, Q Xu, Z Yang, X Cao, Q Huang IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (1), 1017-1035, 2022 | 6 | 2022 |
Adauc: End-to-end adversarial auc optimization against long-tail problems W Hou, Q Xu, Z Yang, S Bao, Y He, Q Huang International Conference on Machine Learning, 8903-8925, 2022 | 4 | 2022 |
Auc-oriented domain adaptation: From theory to algorithm Z Yang, Q Xu, S Bao, P Wen, Y He, X Cao, Q Huang IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 2 | 2023 |
Asymptotically unbiased instance-wise regularized partial auc optimization: Theory and algorithm H Shao, Q Xu, Z Yang, S Bao, Q Huang Advances in Neural Information Processing Systems 35, 38667-38679, 2022 | 2 | 2022 |
Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic Perturbations Z Yang, Q Xu, W Hou, S Bao, Y He, X Cao, Q Huang IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 1 | 2023 |