Shengen Yan - Publications, H-index & Citations

Shengen Yan

tsinghua university

19H指数

66论文数

1.9K被引数

收录论文 7

发表时间

Proteus: Simulating the Performance of Distributed DNN Training

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2024-10-01

OAAI

Duan, Jiangfei; Li, Xiuhong; Xu, Ping; Zhang, Xingcheng; Yan, Shengen; Liang, Yun; Lin, Dahua

Astraea: A Fair Deep Learning Scheduler for Multi-Tenant GPU Clusters Astraea: 面向多租户GPU集群的公平深度学习调度器

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2022-11-01

OAAI

Ye, Zhisheng; Sun, Peng; Gao, Wei; Zhang, Tianwei; Wang, Xiaolin; Yan, Shengen; Luo, Yingwei

DIESEL plus : Accelerating Distributed Deep Learning Tasks on Image Datasets

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2022-05-01

PREAI

Wang, Lipeng; Luo, Qiong; Yan, Shengen

NeoFlow: A Flexible Framework for Enabling Efficient Compilation for High Performance DNN Training Neofflow: 为高性能DNN训练提供高效编译的灵活框架

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2021-01-01

OAAI

Zheng, Size; Chen, Renze; Jin, Yicheng; Wei, Anjiang; Wu, Bingyang; Li, Xiuhong; Yan, Shengen; Liang, Yun

Enabling Efficient Fast Convolution Algorithms on GPUs via MegaKernels 通过MegaKernels在gpu上实现高效的快速卷积算法

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2020-01-01

OAAI

Jia, Liancheng; Liang, Yun; Li, Xiuhong; Lu, Liqiang; Yan, Shengen

GradientFlow: Optimizing Network Performance for Large-Scale Distributed DNN Training GradientFlow: 优化大规模分布式DNN训练的网络性能

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2019-01-01

PREAI

Sun, Peng; Wen, Yonggang; Han, Ruobing; Feng, Wansen; Yan, Shengen

FlashDecoding++Next: High Throughput LLM Inference With Latency and Memory Optimization FlashDecoding++Next：通过延迟与内存优化的高吞吐量LLM推理

IEEE Transactions on Computers

IF3.8

PREAI

Guohao Dai; Ke Hong; Qiuli Mao; Xiuhong Li; Jiaming Xu; Haofeng Huang; Hongtu Xia; Xuefei Ning; Shengen Yan; Yun Liang; Yu Wang

研究方向