Danyang Xiao

Estimating and comparing entropies across written natural languages using PPM compression

Fritz Behr, Victoria Fossum, Michael Mitzenmacher et al. · 2003 · 27 citations

Translation Studies, Syntactic Parsing, Engineering +22

EvoGWP: Predicting Long-Term Changes in Cloud Workloads Using Deep Graph-Evolution Learning

Jialun Li, Jieqian Yao, Danyang Xiao et al. · IEEE Transactions on Parallel and Distributed Systems · 2024 · 19 citations

EGC: Entropy-based gradient compression for distributed deep learning

Danyang Xiao, Yuan Mei, Di Kuang et al. · Information Sciences · 2020 · 18 citations

Distributed Deep Learning, Engineering, Machine Learning +5

Mixing Activations and Labels in Distributed Training for Split Learning

Danyang Xiao, Chengang Yang, Weigang Wu · IEEE Transactions on Parallel and Distributed Systems · 2021 · 18 citations

Artificial Intelligence, Engineering, Machine Learning +21

FedVF: Personalized Federated Learning Based on Layer-wise Parameter Updates with Variable Frequency

Yuan Mei, Binbin Guo, Danyang Xiao et al. · 2021 · 15 citations

Artificial Intelligence, Incremental Learning, Engineering +16