| Learning with Feature Evolvable Streams BJ Hou, L Zhang, ZH Zhou IEEE Transactions on Knowledge and Data Engineering 33 (6), 2602-2615, 2019 | 95 | 2019 |
| Learning with Feature Evolvable Streams BJ Hou, L Zhang, ZH Zhou Advances in Neural Information Processing Systems 30, 1417-1427, 2017 | 95 | 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 | 94 | 2020 |
| Prediction with Unpredictable Feature Evolution BJ Hou, L Zhang, ZH Zhou IEEE Transactions on Neural Networks and Learning Systems, 2021 | 37 | 2021 |
| 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 | 33 | 2022 |
| Learning with interpretable structure from RNN BJ Hou, ZH Zhou arXiv preprint arXiv:1810.10708 10, 2018 | 33 | 2018 |
| DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature D Li, S Yang, Z Tan, JY Baik, S Yun, J Lee, A Chacko, B Hou, ... arXiv preprint arXiv:2405.04819, 2024 | 28 | 2024 |
| 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 | 25 | 2020 |
| 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 | 15* | 2021 |
| 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 | 13 | 2022 |
| 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 | 11* | 2024 |
| 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 | 11 | 2023 |
| 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 | 7 | 2022 |
| Storage Fit Learning with Unlabeled Data BJ Hou, L Zhang, ZH Zhou Proceedings of the 26th International Joint Conference on Artificial …, 2017 | 6 | 2017 |
| Manifoldron: Direct space partition via manifold discovery D Wang, FL Fan, BJ Hou, H Zhang, Z Jia, B Zhang, R Lai, H Yu, F Wang IEEE Transactions on Neural Networks and Learning Systems, 2024 | 5 | 2024 |
| 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 | 5 | 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 | 5 | 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, 3675-3705, 2023 | 4 | 2023 |
| Revisiting detr pre-training for object detection Y Ma, W Liang, B Chen, Y Hao, B Hou, X Yue, C Zhang, Y Yuan arXiv preprint arXiv:2308.01300, 2023 | 4 | 2023 |
Li ShenProfessor of Informatics and Radiology, University of Pennsylvania Perelman School of Medicine在 pennmedicine.upenn.edu 的电子邮件经过验证
Zhi-Hua ZhouNanjing University在 nju.edu.cn 的电子邮件经过验证
Davoud Ataee TarzanaghUniversity of Pennsylvania在 upenn.edu 的电子邮件经过验证
Boning TongUniversity of Pennsylvania在 seas.upenn.edu 的电子邮件经过验证Qi LongProfessor, University of Pennsylvania在 upenn.edu 的电子邮件经过验证
Mingquan LinAssistant Professor at University of Minnesota在 umn.edu 的电子邮件经过验证
Yifan PengAssociate Professor at Weill Cornell Medicine在 med.cornell.edu 的电子邮件经过验证
Yi HeWilliam & Mary, Assistant Professor of Data Science在 wm.edu 的电子邮件经过验证
Feng-Lei FanResearch Assistant Professor, The Chinese University of Hong Kong在 math.cuhk.edu.hk 的电子邮件经过验证
Peng ZhaoNanjing University在 lamda.nju.edu.cn 的电子邮件经过验证
Yu-Hu YanNanjing University在 lamda.nju.edu.cn 的电子邮件经过验证
Volodymyr KuleshovCornell Tech在 stanford.edu 的电子邮件经过验证