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Distributed Numerical and Machine Learning Computations via Two-Phase Execution of Aggregated Join Trees.

D. Jankov, B. Yuan, S. Luo, и C. Jermaine. Proc. VLDB Endow., 14 (7): 1228-1240 (2021)

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Fang Yuan

Jing Yuan

Li Yuan

Lei Yuan

Xiugan Yuan

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Efficient flow scheduling in distributed deep learning training with echelon formation.R. Pan, Y. Lei, J. Li, Z. Xie, B. Yuan, и Y. Xia. HotNets, стр. 93-100. ACM, (2022)Diagnosing Cardiac Abnormalities from 12-Lead Electrocardiograms Using Enhanced Deep Convolutional Neural Networks.B. Yuan, и W. Xing. MLMECH/CVII-STENT@MICCAI, том 11794 из Lecture Notes in Computer Science, стр. 36-44. Springer, (2019)FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU.Y. Sheng, L. Zheng, B. Yuan, Z. Li, M. Ryabinin, B. Chen, P. Liang, C. Ré, I. Stoica, и C. Zhang. ICML, том 202 из Proceedings of Machine Learning Research, стр. 31094-31116. PMLR, (2023)Bayesian Hierarchical Model for Change Point Detection in Multivariate Sequences.H. Jin, G. Yin, B. Yuan, и F. Jiang. Technometrics, 64 (2): 177-186 (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, и Z. Gao. SIGMOD Rec., 49 (1): 43-50 (2020)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, J. Jiang и 4 other автор(ы). Proc. VLDB Endow., 15 (4): 804-813 (2021)Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra.S. Luo, D. Jankov, B. Yuan, и C. Jermaine. SIGMOD Conference, стр. 1222-1234. ACM, (2021)Generating a 3D Normative Infant Cranial Model.B. Yuan, R. Goldman, E. Wang, O. Olorunnipa, и D. Khechoyan. ICCS, том 80 из Procedia Computer Science, стр. 988-998. Elsevier, (2016)Serving Deep Learning Models from Relational Databases.L. Zhou, Q. Lin, K. Chowdhury, S. Masood, A. Eichenberger, H. Min, A. Sim, J. Wang, Y. Wang, K. Wu и 2 other автор(ы). EDBT, стр. 717-724. OpenProceedings.org, (2024)Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model.X. Du, Z. Yu, S. Gao, D. Pan, Y. Cheng, Z. Ma, R. Yuan, X. Qu, J. Liu, T. Zheng и 6 other автор(ы). CoRR, (2024)

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