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Yongjun He
Yongjun He
Systems Group @ ETH Zurich
在 inf.ethz.ch 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
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Decentralized Training of Foundation Models in Heterogeneous Environments
B Yuan*, Y He*, JQ Davis, T Zhang, T Dao, B Chen, P Liang, C Ré, ...
Advances in Neural Information Processing Systems 35, 25464--25477, 2022
882022
Taurus database: how to be fast, available, and frugal in the cloud
A Depoutovitch, C Chen, J Chen, P Larson, S Lin, J Ng, W Cui, Q Liu, ...
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
492020
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
39*2022
CoroBase: coroutine-oriented main-memory database engine
Y He, J Lu, T Wang
Proceedings of the VLDB Endowment 14 (3), 431--444, 2020
372020
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
19*2022
Deeper: A data enrichment system powered by deep web
P Wang, Y He, R Shea, J Wang, E Wu
Proceedings of the 2018 International Conference on Management of Data, 1801 …, 2018
132018
Benchtemp: A general benchmark for evaluating temporal graph neural networks
Q Huang, X Wang, SX Rao, Z Han, Z Zhang, Y He, Q Xu, Y Zhao, Z Zheng, ...
2024 IEEE 40th International Conference on Data Engineering (ICDE), 4044-4057, 2024
82024
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native
Y Lu, S Bian, L Chen, Y He, Y Hui, M Lentz, B Li, F Liu, J Li, Q Liu, R Liu, ...
arXiv preprint arXiv:2401.12230, 2024
82024
Deferred Continuous Batching in Resource-Efficient Large Language Model Serving
Y He, Y Lu, G Alonso
Proceedings of the 4th Workshop on Machine Learning and Systems, 98-106, 2024
42024
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data
D Qi*, J Peng*, Y He*, J Wang
Proceedings 27th International Conference on Extending Database Technology …, 2024
32024
High-Performance In-Memory OLTP via Coroutine-to-Transaction
Y He
School of Computing Science, Faculty of Applied Sciences, Simon Fraser …, 2021
12021
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