| 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 | 36 | 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 |
| 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 |
| 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 | 24 | 2024 |
| 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 | 10 | 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 | 6 | 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 Medicineایمیل تأیید شده در pennmedicine.upenn.edu
