Binhang Yuan(袁彬航)
Binhang Yuan(袁彬航)
Postdoc, ETH Zurich
Потвърден имейл адрес: inf.ethz.ch - Начална страница
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
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
A Federated Learning Framework for Healthcare IoT devices
B Yuan, S Ge, W Xing
arXiv preprint arXiv:2005.05083, 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
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
Distributed Learning of Fully Connected Neural Networks using Independent Subnet Training
B Yuan, CR Wolfe, C Dun, Y Tang, A Kyrillidis, C Jermaine
Effective video retargeting with jittery assessment
B Yan, B Yuan, B Yang
IEEE transactions on multimedia 16 (1), 272-277, 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
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
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
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
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
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
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
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
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
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
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
Abridging source code
B Yuan, V Murali, C Jermaine
Proceedings of the ACM on Programming Languages 1 (OOPSLA), 1-26, 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
Системата не може да изпълни операцията сега. Опитайте отново по-късно.
Статии 1–20