| Holistic Evaluation of Language Models P Liang, R Bommasani, T Lee, D Tsipras, D Soylu, M Yasunaga, Y Zhang, ... arXiv preprint arXiv:2211.09110, 2022 | 99 | 2022 |
| Declarative Recursive Computation on an RDBMS: or, Why You Should Use a Database For Distributed Machine Learning D Jankov, S Luo, B Yuan, Z Cai, J Zou, C Jermaine, ZJ Gao ACM SIGMOD Record 49 (1), 43-50, 2020 | 64 | 2020 |
| A Federated Learning Framework for Healthcare IoT devices B Yuan, S Ge, W Xing arXiv preprint arXiv:2005.05083, 2020 | 45 | 2020 |
| Tensor Relational Algebra for Distributed Machine Learning System Design B Yuan, D Jankov, J Zou, Y Tang, D Bourgeois, C Jermaine Proceedings of the VLDB Endowment 14 (8), 1338-1350, 2021 | 26* | 2021 |
| Waveletfcnn: A deep time series classification model for wind turbine blade icing detection B Yuan, C Wang, F Jiang, M Long, PS Yu, Y Liu arXiv preprint arXiv:1902.05625 3, 2019 | 26 | 2019 |
| Distributed Learning of Fully Connected Neural Networks using Independent Subnet Training B Yuan, CR Wolfe, C Dun, Y Tang, A Kyrillidis, C Jermaine | 20* | 2022 |
| Effective video retargeting with jittery assessment B Yan, B Yuan, B Yang IEEE transactions on multimedia 16 (1), 272-277, 2013 | 19 | 2013 |
| PlinyCompute: A platform for high-performance, distributed, data-intensive tool development J Zou, RM Barnett, T Lorido-Botran, S Luo, C Monroy, S Sikdar, ... Proceedings of the 2018 International Conference on Management of Data, 1189 …, 2018 | 18 | 2018 |
| BAGUA: Scaling up Distributed Learning with System Relaxations S Gan, X Lian, R Wang, J Chang, C Liu, H Shi, S Zhang, X Li, T Sun, ... arXiv preprint arXiv:2107.01499, 2021 | 15 | 2021 |
| Persia: An open, hybrid system scaling deep learning-based recommenders up to 100 trillion parameters X Lian, B Yuan, X Zhu, Y Wang, Y He, H Wu, L Sun, H Lyu, C Liu, X Dong, ... Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 13* | 2022 |
| High-throughput Generative Inference of Large Language Models with a Single GPU Y Sheng, L Zheng, B Yuan, Z Li, M Ryabinin, DY Fu, Z Xie, B Chen, ... arXiv preprint arXiv:2303.06865, 2023 | 10 | 2023 |
| Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra S Luo, D Jankov, B Yuan, C Jermaine Proceedings of the 2021 International Conference on Management of Data, 1222 …, 2021 | 10 | 2021 |
| Lachesis: Automatic Partitioning for UDF-Centric Analytics J Zou, A Das, P Barhate, A Iyengar, B Yuan, D Jankov, C Jermaine Proceedings of the VLDB Endowment 14 (8), 1262-1275, 2021 | 10* | 2021 |
| Decentralized training of foundation models in heterogeneous environments B Yuan, Y He, J Davis, T Zhang, T Dao, B Chen, PS Liang, C Re, C Zhang Advances in Neural Information Processing Systems 35, 25464-25477, 2022 | 8 | 2022 |
| Distributed Numerical and Machine Learning Computations via Two-Phase Execution of Aggregated Join Trees D Jankov, B Yuan, S Luo, C Jermaine Proceedings of the VLDB Endowment 14 (7), 1228--1240, 2021 | 7 | 2021 |
| Diagnosing cardiac abnormalities from 12-lead electrocardiograms using enhanced deep convolutional neural networks B Yuan, W Xing Machine Learning and Medical Engineering for Cardiovascular Health and …, 2019 | 7 | 2019 |
| Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees J Wang, B Yuan, L Rimanic, Y He, T Dao, B Chen, C Ré, C Zhang Advances in Neural Information Processing Systems 35, 19215-19230, 2022 | 5* | 2022 |
| Peridynamic analysis of dynamic fracture behaviors in FGMs with different gradient directions M Kou, J Bi, B Yuan, Y Wang Structural Engineering and Mechanics, An Int'l Journal 75 (3), 339-356, 2020 | 5 | 2020 |
| Abridging source code B Yuan, V Murali, C Jermaine Proceedings of the ACM on Programming Languages 1 (OOPSLA), 1-26, 2017 | 5 | 2017 |
| A new metric to assess temporal coherence for video retargeting K Li, B Yan, B Yuan Optoelectronic Imaging and Multimedia Technology III 9273, 607-612, 2014 | 5 | 2014 |
Chris JermaineAssociate Professor of Computer Science, Rice UniversityПотвърден имейл адрес: cs.rice.edu
