| A robust ensemble-deep learning model for COVID-19 diagnosis based on an integrated CT scan images database M Maftouni, ACC Law, B Shen, ZJK Grado, Y Zhou, NA Yazdi IIE annual conference. Proceedings, 632-637, 2021 | 89 | 2021 |
| Self-scalable tanh (stan): Multi-scale solutions for physics-informed neural networks R Gnanasambandam, B Shen, J Chung, X Yue, Z Kong IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (12 …, 2023 | 34* | 2023 |
| Anomaly detection in additive manufacturing processes using supervised classification with imbalanced sensor data based on generative adversarial network J Chung, B Shen, ZJ Kong Journal of Intelligent Manufacturing 35 (5), 2387-2406, 2024 | 33 | 2024 |
| Reinforcement learning-based defect mitigation for quality assurance of additive manufacturing J Chung, B Shen, ACC Law, ZJ Kong Journal of Manufacturing Systems 65, 822-835, 2022 | 33 | 2022 |
| In situ melt pool measurements for laser powder bed fusion using multi sensing and correlation analysis R Wang, D Garcia, RR Kamath, C Dou, X Ma, B Shen, H Choo, K Fezzaa, ... Scientific reports 12 (1), 13716, 2022 | 28 | 2022 |
| Robust tensor decomposition based background/foreground separation in noisy videos and its applications in additive manufacturing B Shen, RR Kamath, H Choo, Z Kong IEEE Transactions on Automation Science and Engineering 20 (1), 583-596, 2022 | 24 | 2022 |
| Clustered discriminant regression for high-dimensional data feature extraction and its applications in healthcare and additive manufacturing B Shen, W Xie, ZJ Kong IEEE Transactions on Automation Science and Engineering 18 (4), 1998-2010, 2020 | 24 | 2020 |
| Towards Uncovering How Large Language Model Works: An Explainability Perspective H Zhao, F Yang, B Shen, H Lakkaraju, M Du arXiv preprint arXiv:2402.10688v2, 2024 | 22* | 2024 |
| Super resolution for multi-sources image stream data using smooth and sparse tensor completion and its applications in data acquisition of additive manufacturing B Shen, R Wang, ACC Law, R Kamath, H Choo, Z Kong Technometrics 64 (1), 2-17, 2021 | 20 | 2021 |
| Multi-task Gaussian process upper confidence bound for hyperparameter tuning and its application for simulation studies of additive manufacturing B Shen, R Gnanasambandam, R Wang, ZJ Kong IISE Transactions 55 (5), 496-508, 2022 | 19 | 2022 |
| Smooth robust tensor completion for background/foreground separation with missing pixels: novel algorithm with convergence guarantee B Shen, W Xie, Z Kong The Journal of Machine Learning Research 23 (1), 9757-9796, 2022 | 16 | 2022 |
| Deep Gaussian process for enhanced Bayesian optimization and its application in additive manufacturing R Gnanasambandam, B Shen, ACC Law, C Dou, Z Kong IISE Transactions 57 (4), 423-436, 2025 | 6 | 2025 |
| Beyond single concept vector: Modeling concept subspace in llms with gaussian distribution H Zhao, H Zhao, B Shen, A Payani, F Yang, M Du arXiv preprint arXiv:2410.00153, 2024 | 4 | 2024 |
| A mask-guided attention deep learning model for COVID-19 diagnosis based on an integrated CT scan images database M Maftouni, B Shen, ACC Law, NA Yazdi, F Hadavand, F Ghiasvand, ... IISE Transactions on Healthcare Systems Engineering 13 (2), 132-149, 2023 | 4 | 2023 |
| A novel sparse Bayesian learning and its application to fault diagnosis for multistation assembly systems J Chung, B Shen, Z Kong IISE Transactions 56 (1), 84-97, 2023 | 3 | 2023 |
| On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee C Li, J Chung, B Cai, H Wang, X Zhou, B Shen arXiv preprint arXiv:2303.06815, 2024 | 2 | 2024 |
| Predicting Metabolic Rate for Firefighting Activities with Worn Loads using a Heart Rate Sensor and Machine Learning M Marena, N Ratnakumar, R Jones, X Zhou, S Das, B Shen 2023 IEEE 19th International Conference on Body Sensor Networks (BSN), 1-4, 2023 | 2 | 2023 |
| Active defect discovery: A human-in-the-loop learning method B Shen, Z Kong IISE Transactions 56 (6), 638-651, 2023 | 2 | 2023 |
| Robust tensor principal component analysis: Exact recovery via deterministic model B Shen arXiv preprint arXiv:2008.02211, 2020 | 2 | 2020 |
| Deep Computer Vision for Solar Physics Big Data: Opportunities and Challenges [Vision Paper] B Shen, M Marena, C Li, Q Li, H Jiang, M Du, J Xu, H Wang 2024 IEEE International Conference on Big Data (BigData), 1860-1864, 2024 | 1* | 2024 |
