Xianyan Jia

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Temporal Databases

Top Venues

USENIX Annual Technical Conference

Publications

Ziji Shi, Le Jiang, Ang Wang, Jie Zhang, Xianyan Jia, Yong Li, Chencan Wu, Jialin Li, Wei Lin
TAP: Accelerating Large-Scale DNN Training Through Tensor Automatic Parallelisation. CoRR (2023)
Mingzhen Li, Wencong Xiao, Hailong Yang, Biao Sun, Hanyu Zhao, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Wei Lin, Depei Qian
EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs. SC (2023)
Xianyan Jia, Le Jiang, Ang Wang, Wencong Xiao, Ziji Shi, Jie Zhang, Xinyuan Li, Langshi Chen, Yong Li, Zhen Zheng, Xiaoyong Liu, Wei Lin
Whale: Efficient Giant Model Training over Heterogeneous GPUs. USENIX Annual Technical Conference (2022)
Mingzhen Li, Wencong Xiao, Biao Sun, Hanyu Zhao, Hailong Yang, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Depei Qian, Wei Lin
EasyScale: Accuracy-consistent Elastic Training for Deep Learning. CoRR (2022)
Junyang Lin, Rui Men, An Yang, Chang Zhou, Ming Ding, Yichang Zhang, Peng Wang, Ang Wang, Le Jiang, Xianyan Jia, Jie Zhang, Jianwei Zhang, Xu Zou, Zhikang Li, Xiaodong Deng, Jie Liu, Jinbao Xue, Huiling Zhou, Jianxin Ma, Jin Yu, Yong Li, Wei Lin, Jingren Zhou, Jie Tang, Hongxia Yang
M6: A Chinese Multimodal Pretrainer. CoRR (2021)
Minghui Qiu, Peng Li, Chengyu Wang, Haojie Pan, Ang Wang, Cen Chen, Xianyan Jia, Yaliang Li, Jun Huang, Deng Cai, Wei Lin
EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications. CIKM (2021)
An Yang, Junyang Lin, Rui Men, Chang Zhou, Le Jiang, Xianyan Jia, Ang Wang, Jie Zhang, Jiamang Wang, Yong Li, Di Zhang, Wei Lin, Lin Qu, Jingren Zhou, Hongxia Yang
Exploring Sparse Expert Models and Beyond. CoRR (2021)
Junyang Lin, An Yang, Jinze Bai, Chang Zhou, Le Jiang, Xianyan Jia, Ang Wang, Jie Zhang, Yong Li, Wei Lin, Jingren Zhou, Hongxia Yang
M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining. CoRR (2021)
Ang Wang, Xianyan Jia, Le Jiang, Jie Zhang, Yong Li, Wei Lin
Whale: A Unified Distributed Training Framework. CoRR (2020)
Qi Lu, Yan Wan, Xin Qiu, Xianyan Jia, Guoqiong Song, Zhongyuan Wu, Yang Wang, Yiheng Wang, Ding Ding, Bowen She, Yao Zhang, Jiao Wang, Yanzhang Wang, Zhichao Li, Shengsheng Huang, Cherry Li Zhang, Kai Huang, Yuhao Yang, Jason Jinquan Dai, Dongjie Shi
BigDL: A Distributed Deep Learning Framework for Big Data. SoCC (2019)
Jason Jinquan Dai, Yiheng Wang, Xin Qiu, Ding Ding, Yao Zhang, Yanzhang Wang, Xianyan Jia, Cherry Li Zhang, Yan Wan, Zhichao Li, Jiao Wang, Shengsheng Huang, Zhongyuan Wu, Yang Wang, Yuhao Yang, Bowen She, Dongjie Shi, Qi Lu, Kai Huang, Guoqiong Song
BigDL: A Distributed Deep Learning Framework for Big Data. SoCC (2019)
Xianyan Jia, Shutao Song, Wei He, Yangzihao Wang, Haidong Rong, Feihu Zhou, Liqiang Xie, Zhenyu Guo, Yuanzhou Yang, Liwei Yu, Tiegang Chen, Guangxiao Hu, Shaohuai Shi, Xiaowen Chu
Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes. CoRR (2018)
Jason Jinquan Dai, Yiheng Wang, Xin Qiu, Ding Ding, Yao Zhang, Yanzhang Wang, Xianyan Jia, Cherry Li Zhang, Yan Wan, Zhichao Li, Jiao Wang, Shengsheng Huang, Zhongyuan Wu, Yang Wang, Yuhao Yang, Bowen She, Dongjie Shi, Qi Lu, Kai Huang, Guoqiong Song
BigDL: A Distributed Deep Learning Framework for Big Data. CoRR (2018)
Xianyan Jia, Wynne Hsu, Mong-Li Lee
Target-Oriented Keyword Search over Temporal Databases. DEXA (1) (2016)
Lahari Poddar, Kishaloy Halder, Xianyan Jia
Sentiment Analysis for Twitter : Going Beyond Tweet Text. CoRR (2016)