Liuyihan Song

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 6

Top Topics

Classification Scheme

Avoid Overfitting

Highly Scalable

Top Venues

Proc. VLDB Endow.

Publications

Kang Zhao, Liuyihan Song, Yingya Zhang, Pan Pan, Yinghui Xu, Rong Jin
ANN Softmax: Acceleration of Extreme Classification Training. Proc. VLDB Endow. 15 (1) (2021)
Liuyihan Song, Pan Pan, Kang Zhao, Hao Yang, Yiming Chen, Yingya Zhang, Yinghui Xu, Rong Jin
Large-Scale Training System for 100-Million Classification at Alibaba. CoRR (2021)
Liuyihan Song, Kang Zhao, Pan Pan, Yu Liu, Yingya Zhang, Yinghui Xu, Rong Jin
Communication Efficient SGD via Gradient Sampling With Bayes Prior. CVPR (2021)
Jianbo Dong, Shaochuang Wang, Fei Feng, Zheng Cao, Heng Pan, Lingbo Tang, Pengcheng Li, Hao Li, Qianyuan Ran, Yiqun Guo, Shanyuan Gao, Xin Long, Jie Zhang, Yong Li, Zhisheng Xia, Liuyihan Song, Yingya Zhang, Pan Pan, Guohui Wang, Xiaowei Jiang
ACCL: Architecting Highly Scalable Distributed Training Systems With Highly Efficient Collective Communication Library. IEEE Micro 41 (5) (2021)
Liuyihan Song, Pan Pan, Kang Zhao, Hao Yang, Yiming Chen, Yingya Zhang, Yinghui Xu, Rong Jin
Large-Scale Training System for 100-Million Classification at Alibaba. KDD (2020)
Jianbo Dong, Zheng Cao, Tao Zhang, Jianxi Ye, Shaochuang Wang, Fei Feng, Li Zhao, Xiaoyong Liu, Liuyihan Song, Liwei Peng, Yiqun Guo, Xiaowei Jiang, Lingbo Tang, Yin Du, Yingya Zhang, Pan Pan, Yuan Xie
EFLOPS: Algorithm and System Co-Design for a High Performance Distributed Training Platform. HPCA (2020)
Liuyihan Song, Lei Xie, Huifang Chen, Kuang Wang
A feedback-based secrecy coding scheme using polar code over wiretap channels. WCSP (2014)