Xucheng Ye

Accelerating CNN Training by Pruning Activation Gradients

Junyu Luo, Xin Guo, Yiran Chen, 2020, ECCV.

Accelerating CNN Training by Sparsifying Activation Gradients pdf

Weisheng Zhao, Yiran Chen, Jianlei Yang, 2019, ArXiv.

SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training

Junyu Luo, Yiran Chen, Xingzhou Cheng, 2020, 2020 57th ACM/IEEE Design Automation Conference (DAC).

S2 Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks pdf

Weisheng Zhao, Xingzhou Cheng, Xucheng Ye, 2021, IEEE Transactions on Computers.

RoSearch: Search for Robust Student Architectures When Distilling Pre-trained Language Models pdf

Jianxin Li, Haoyi Zhou, Xucheng Ye, 2021, ArXiv.

FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update

Weisheng Zhao, Junyu Luo, Xucheng Ye, 2021, CIKM.