| Learning with Feature Evolvable Streams BJ Hou, L Zhang, ZH Zhou IEEE Transactions on Knowledge and Data Engineering 33 (6), 2602-2615, 2019 | 81 | 2019 |
| Learning with Feature Evolvable Streams BJ Hou, L Zhang, ZH Zhou Advances in Neural Information Processing Systems 30, 1417-1427, 2017 | 81 | 2017 |
| Learning with Interpretable Structure from Gated RNN BJ Hou, ZH Zhou IEEE transactions on neural networks and learning systems 31 (7), 2267-2279, 2020 | 72 | 2020 |
| Learning with interpretable structure from RNN BJ Hou, ZH Zhou arXiv preprint arXiv:1810.10708, 2018 | 34 | 2018 |
| Prediction with Unpredictable Feature Evolution BJ Hou, L Zhang, ZH Zhou IEEE Transactions on Neural Networks and Learning Systems, 2021 | 29 | 2021 |
| Storage Fit Learning with Feature Evolvable Streams BJ Hou, YH Yan, P Zhao, ZH Zhou Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2021) 35 …, 2020 | 22 | 2020 |
| Automated diagnosing primary open-angle glaucoma from fundus image by simulating human’s grading with deep learning M Lin, B Hou, L Liu, M Gordon, M Kass, F Wang, SH Van Tassel, Y Peng Scientific reports 12 (1), 14080, 2022 | 19 | 2022 |
| Online Learning in Variable Feature Spaces with Mixed Data FW Yi He, Jiaxian Dong, Bo-Jian Hou, Yu Wang ICDM 2021: IEEE International Conference on Data Minin, 181-190, 2021 | 13* | 2021 |
| Online bilevel optimization: Regret analysis of online alternating gradient methods LB Davoud Ataee Tarzanagh, Parvin Nazari, Bojian Hou, Li Shen arXiv preprint arXiv:2207.02829, 2024 | 8* | 2024 |
| Online deep learning from doubly-streaming data H Lian, JS Atwood, BJ Hou, J Wu, Y He Proceedings of the 30th ACM International Conference on Multimedia, 3185-3194, 2022 | 8 | 2022 |
| Deep Forest for Multiple Instance Learning J Ren, BJ Hou, YJ Jiang Journal of Computer Research and Development 56 (8), 1670, 2019 | 8 | 2019 |
| Heterogeneous autoencoder empowered by quadratic neurons JX Liao, BJ Hou, HC Dong, H Zhang, J Ma, J Sun, S Zhang, FL Fan arXiv preprint arXiv:2204.01707, 2022 | 5 | 2022 |
| Manifoldron: Direct space partition via manifold discovery D Wang, FL Fan, BJ Hou, H Zhang, Z Jia, B Zhou, R Lai, H Yu, F Wang arXiv preprint arXiv:2201.05279, 2022 | 5 | 2022 |
| Storage Fit Learning with Unlabeled Data BJ Hou, L Zhang, ZH Zhou Proceedings of the 26th International Joint Conference on Artificial …, 2017 | 5 | 2017 |
| Clinical evidence engine: proof-of-concept for a clinical-domain-agnostic decision support infrastructure B Hou, H Zhang, G Ladizhinsky, S Yang, V Kuleshov, F Wang, Q Yang arXiv preprint arXiv:2111.00621, 2021 | 4 | 2021 |
| Fairness-aware class imbalanced learning on multiple subgroups DA Tarzanagh, B Hou, B Tong, Q Long, L Shen Uncertainty in Artificial Intelligence, 2123-2133, 2023 | 3 | 2023 |
| Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served populations M Lin, Y Xiao, B Hou, T Wanyan, MM Sharma, Z Wang, F Wang, ... AMIA Summits on Translational Science Proceedings 2023, 370, 2023 | 3 | 2023 |
| Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access M Lin, B Hou, S Mishra, T Yao, Y Huo, Q Yang, F Wang, G Shih, Y Peng Computers in Biology and Medicine 159, 106962, 2023 | 2 | 2023 |
| Fair Canonical Correlation Analysis Z Zhou, D Ataee Tarzanagh, B Hou, B Tong, J Xu, Y Feng, Q Long, ... Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
| Distance-Weighted Sinkhorn Loss for Alzheimer’s Disease Classification Z Wang, Q Zhan, B Tong, S Yang, B Hou, H Huang, AJ Saykin, ... iScience, 2024 | | 2024 |
Zhi-Hua ZhouNanjing UniversityVerified email at nju.edu.cn
