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 | 88 | 2022 |
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 | 49 | 2020 |
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 | 37 | 2020 |
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 | 13 | 2018 |
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 | 8 | 2024 |
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 | 8 | 2024 |
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 | 4 | 2024 |
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 | 3 | 2024 |
High-Performance In-Memory OLTP via Coroutine-to-Transaction Y He School of Computing Science, Faculty of Applied Sciences, Simon Fraser …, 2021 | 1 | 2021 |