| Safe deep semi-supervised learning for unseen-class unlabeled data LZ Guo, ZY Zhang, Y Jiang, YF Li, ZH Zhou International conference on machine learning, 3897-3906, 2020 | 294 | 2020 |
| Learning from incomplete and inaccurate supervision ZY Zhang, P Zhao, Y Jiang, ZH Zhou Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 81 | 2019 |
| Learning with feature and distribution evolvable streams ZY Zhang, P Zhao, Y Jiang, ZH Zhou International Conference on Machine Learning, 11317-11327, 2020 | 63 | 2020 |
| Regularized content-aware tensor factorization meets temporal-aware location recommendation D Lian, Z Zhang, Y Ge, F Zhang, NJ Yuan, X Xie 2016 IEEE 16th international conference on data mining (ICDM), 1029-1034, 2016 | 28 | 2016 |
| Adapting to continuous covariate shift via online density ratio estimation YJ Zhang, ZY Zhang, P Zhao, M Sugiyama Advances in Neural Information Processing Systems 36, 29074-29113, 2023 | 25 | 2023 |
| Handling new class in online label shift YY Qian, Y Bai, ZY Zhang, P Zhao, ZH Zhou IEEE Transactions on Knowledge and Data Engineering, 2025 | 14 | 2025 |
| Generating chain-of-thoughts with a pairwise-comparison approach to searching for the most promising intermediate thought ZY Zhang, S Han, H Yao, G Niu, M Sugiyama arXiv preprint arXiv:2402.06918, 2024 | 8 | 2024 |
| Adaptive learning for weakly labeled streams ZY Zhang, YY Qian, YJ Zhang, Y Jiang, ZH Zhou Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 8 | 2022 |
| Test-time adaptation in non-stationary environments via adaptive representation alignment ZY Zhang, Z Xie, H Yao, M Sugiyama Advances in Neural Information Processing Systems 37, 94607-94632, 2024 | 5 | 2024 |
| On unsupervised prompt learning for classification with black-box language models ZY Zhang, J Zhang, H Yao, G Niu, M Sugiyama | 5 | 2024 |
| Learning with asynchronous labels YY Qian, ZY Zhang, P Zhao, ZH Zhou ACM Transactions on Knowledge Discovery from Data 18 (8), 1-27, 2024 | 3 | 2024 |
| Handling Varied Objectives by Online Decision Making L Ma, ZY Zhang, YX Ding, ZH Zhou Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 1 | 2024 |
| Learning from incomplete and inaccurate supervision ZY Zhang, P Zhao, Y Jiang, ZH Zhou IEEE Transactions on Knowledge and Data Engineering, 2021 | | 2021 |
Zhi-Hua ZhouNanjing UniversityVerified email at nju.edu.cn
