Danyang Xiao
Hong Kong Polytechnic University(HK)University of Science and Technology Beijing(CN)
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Stochastic Gradient Optimization Techniques, Recommender Systems and Techniques, Cryptography and Data Security, Advanced Neural Network Applications
Most-Cited Works
- → Estimating and comparing entropies across written natural languages using PPM compression(2003)27 cited
- → Mixing Activations and Labels in Distributed Training for Split Learning(2021)20 cited
- → EvoGWP: Predicting Long-Term Changes in Cloud Workloads Using Deep Graph-Evolution Learning(2024)20 cited
- → Autophagy-driven neutrophil extracellular traps: The dawn of sepsis(2022)19 cited
- → EGC: Entropy-based gradient compression for distributed deep learning(2020)18 cited
- → FedVF: Personalized Federated Learning Based on Layer-wise Parameter Updates with Variable Frequency(2021)15 cited
- → PFL-MoE: Personalized Federated Learning Based on Mixture of Experts(2021)12 cited
- → Dual-Way Gradient Sparsification for Asynchronous Distributed Deep Learning(2020)8 cited
- → Aminopeptidase MNP-1 triggers intestine protease production by activating daf-16 nuclear location to degrade pore-forming toxins in Caenorhabditis elegans(2023)8 cited
- → RTGA: Robust ternary gradients aggregation for federated learning(2022)8 cited