Xucheng Ye

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Heterogeneous Systems

Convolutional Neural Networks

Top Venues

Sci. China Inf. Sci.

Publications

Yulan Hu, Qingyang Li, Sheng Ouyang, Ge Chen, Kaihui Chen, Lijun Mei, Xucheng Ye, Fuzheng Zhang, Yong Liu
Towards Comprehensive Preference Data Collection for Reward Modeling. CoRR (2024)
Tailing Yuan, Yuliang Liu, Xucheng Ye, Shenglong Zhang, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang
Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Parallelism. USENIX ATC (2024)
Jia-Yi Fu, Lei Lin, Xiaoyang Gao, Pengli Liu, Zhengzong Chen, Zhirui Yang, Shengnan Zhang, Xue Zheng, Yan Li, Yuliang Liu, Xucheng Ye, Yiqiao Liao, Chao Liao, Bin Chen, Chengru Song, Junchen Wan, Zijia Lin, Fuzheng Zhang, Zhongyuan Wang, Di Zhang, Kun Gai
KwaiYiiMath: Technical Report. CoRR (2023)
Yinglin Zhao, Jianlei Yang, Bing Li, Xingzhou Cheng, Xucheng Ye, Xueyan Wang, Xiaotao Jia, Zhaohao Wang, Youguang Zhang, Weisheng Zhao
NAND-SPIN-based processing-in-MRAM architecture for convolutional neural network acceleration. Sci. China Inf. Sci. 66 (4) (2023)
Yinglin Zhao, Jianlei Yang, Bing Li, Xingzhou Cheng, Xucheng Ye, Xueyan Wang, Xiaotao Jia, Zhaohao Wang, Youguang Zhang, Weisheng Zhao
NAND-SPIN-Based Processing-in-MRAM Architecture for Convolutional Neural Network Acceleration. CoRR (2022)
Jianlei Yang, Wenzhi Fu, Xingzhou Cheng, Xucheng Ye, Pengcheng Dai, Weisheng Zhao
Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks. IEEE Trans. Computers 71 (6) (2022)
Xin Guo, Jianlei Yang, Haoyi Zhou, Xucheng Ye, Jianxin Li
RoSearch: Search for Robust Student Architectures When Distilling Pre-trained Language Models. CoRR (2021)
Junyu Luo, Jianlei Yang, Xucheng Ye, Xin Guo, Weisheng Zhao
FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update. CIKM (2021)
Jianlei Yang, Wenzhi Fu, Xingzhou Cheng, Xucheng Ye, Pengcheng Dai, Weisheng Zhao
S2Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks. CoRR (2021)
Junyu Luo, Jianlei Yang, Xucheng Ye, Xin Guo, Weisheng Zhao
FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update. CoRR (2021)
Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen
Accelerating CNN Training by Pruning Activation Gradients. ECCV (25) (2020)
Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. DAC (2020)
Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. CoRR (2020)
Xucheng Ye, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao
Accelerating CNN Training by Sparsifying Activation Gradients. CoRR (2019)