Yongjun He

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Ce ZhangTogether AIVerified email at together.xyz
Christopher RéComputer Science, Stanford UniversityVerified email at cs.stanford.edu
Beidi ChenCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Binhang Yuan（袁彬航）Hong Kong University of Science and TechnologyVerified email at ust.hk
Tri DaoPrinceton University, Together AIVerified email at princeton.edu
Percy LiangAssociate Professor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Per-Ake LarsonUniversity of WaterlooVerified email at acm.org
Tianzheng WangAssistant Professor, Simon Fraser UniversityVerified email at sfu.ca
Jiannan WangAssociate Professor, Simon Fraser UniversityVerified email at sfu.ca
Ryan SheaSimon Fraser UniversityVerified email at sfu.ca
Eugene WuColumbia UniversityVerified email at cs.columbia.edu
Jiawei JiangWuhan UniversityVerified email at whu.edu.cn
Yao LuMicrosoft ResearchVerified email at microsoft.com
Jianguo WangPurdue UniversityVerified email at purdue.edu
Minjia ZhangUniversity of Illinois at Urbana-ChampaginVerified email at illinois.edu
Qizhen ZhangUniversity of TorontoVerified email at cs.toronto.edu
Danyang ZhuoDuke UniversityVerified email at duke.edu
Tianyi ZhouAssistant Professor of Computer Science, University of Maryland, College ParkVerified email at umiacs.umd.edu
Matthew LentzAssistant Professor, Duke UniversityVerified email at cs.duke.edu
Ji LiuMetaVerified email at meta.com

Yongjun He

ETH Zurich

Verified email at inf.ethz.ch - Homepage

Machine Learning Systems Data Management


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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	46	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	41	2020
CoroBase: Coroutine-Oriented Main-Memory Database Engine Y He, J Lu, T Wang Proceedings of the VLDB Endowment 14 (3), 431–444, 2020	26	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	23*	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	12	2018
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	11*	2022
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	1	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
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		2024
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks Q Huang, J Jiang, XS Rao, C Zhang, Z Han, Z Zhang, X Wang, Y He, Q Xu, ... arXiv preprint arXiv:2308.16385, 2023		2023

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