Wencong Xiao
South China University of Technology(CN)
Publications by Year
Research Areas
Advanced Neural Network Applications, Cloud Computing and Resource Management, Stochastic Gradient Optimization Techniques, Parallel Computing and Optimization Techniques, Topic Modeling
Most-Cited Works
- → KV-Direct(2017)186 cited
- → Efficient and Effective Sparse LSTM on FPGA with Bank-Balanced Sparsity(2019)179 cited
- → Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training\n Workloads(2019)118 cited
- → G ra M(2015)118 cited
- → An empirical study on program failures of deep learning jobs(2020)95 cited
- → SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization(2019)82 cited
- → Balanced Sparsity for Efficient DNN Inference on GPU(2019)80 cited
- Multi-tenant GPU Clusters for Deep Learning Workloads: Analysis and Implications(2018)
- TUX 2 : distributed graph computation for machine learning(2017)