| Learning with Feature Evolvable Streams BJ Hou, L Zhang, ZH Zhou IEEE Transactions on Knowledge and Data Engineering 33 (6), 2602-2615, 2019 | 118 | 2019 |
| Learning with Feature Evolvable Streams BJ Hou, L Zhang, ZH Zhou Advances in Neural Information Processing Systems 30, 1417-1427, 2017 | 118 | 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 | 105 | 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 | 70 | 2024 |
| Prediction with Unpredictable Feature Evolution BJ Hou, L Zhang, ZH Zhou IEEE Transactions on Neural Networks and Learning Systems, 2021 | 54 | 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 | 44 | 2022 |
| Learning with interpretable structure from RNN BJ Hou, ZH Zhou arXiv preprint arXiv:1810.10708 10, 2018 | 34 | 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 | 33 | 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 | 30* | 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 | 21 | 2022 |
| Mentalchat16k: A benchmark dataset for conversational mental health assistance J Xu, T Wei, B Hou, P Orzechowski, S Yang, R Jin, R Paulbeck, ... Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and …, 2025 | 20 | 2025 |
| 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 | 19 | 2023 |
| 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 | 15* | 2024 |
| Restoring calibration for aligned large language models: A calibration-aware fine-tuning approach J Xiao, B Hou, Z Wang, R Jin, Q Long, WJ Su, L Shen arXiv preprint arXiv:2505.01997, 2025 | 13 | 2025 |
| Deep Clustering Survival Machines with Interpretable Expert Distributions B Hou, H Li, Z Jiao, Z Zhou, H Zheng, Y Fan ISBI, 2023 | 11 | 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 | 10 | 2023 |
| Knowledge-driven feature selection and engineering for genotype data with large language models J Lee, S Yang, JY Baik, X Liu, Z Tan, D Li, Z Wen, B Hou, D Duong-Tran, ... AMIA Summits on Translational Science Proceedings 2025, 250, 2025 | 9 | 2025 |
| Interpretable deep clustering survival machines for alzheimer’s disease subtype discovery B Hou, Z Wen, J Bao, R Zhang, B Tong, S Yang, J Wen, Y Cui, JH Moore, ... Medical image analysis 97, 103231, 2024 | 9 | 2024 |
| 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 | 8 | 2024 |
| Fine-tuning attention modules only: Enhancing weight disentanglement in task arithmetic R Jin, B Hou, J Xiao, W Su, L Shen arXiv preprint arXiv:2407.07089, 2024 | 8 | 2024 |
Li ShenProfessor of Informatics, Radiology and CIS, University of PennsylvaniaVerified email at pennmedicine.upenn.edu
