Danyang Xiao

26 papers A* 1A 1B 2C 3Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decentralized Federated Distillation With Protected Pruned Models in Few Global Epochs.
IEEE Trans. Dependable Secur. Comput.
Danyang Xiao, Jialun Li, Xuan Mo, Weigang Wu, Jiannong Cao
2025 J jnl
Convergence Analysis of Asynchronous Federated Learning with Gradient Compression for Non-Convex Optimization.
CoRR
Diying Yang, Yingwei Hou, Danyang Xiao, Weigang Wu
2025 J jnl
Integrated and Fungible Scheduling of Deep Learning Workloads Using Multi-Agent Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst.
Jialun Li, Danyang Xiao, Diying Yang, Xuan Mo, Weigang Wu
2024 J jnl
EvoGWP: Predicting Long-Term Changes in Cloud Workloads Using Deep Graph-Evolution Learning.
IEEE Trans. Parallel Distributed Syst.
Jialun Li, Jieqian Yao, Danyang Xiao, Diying Yang, Weigang Wu
2024 A conf
Privacy Leakage from Logits Attack and its Defense in Federated Distillation.
DSN
Danyang Xiao, Diying Yang, Jialun Li, Xu Chen, Weigang Wu
2023 C conf
Bi-level Sampling: Improved Clients Selection in Heterogeneous Settings for Federated Learning.
IPCCC
Danyang Xiao, Congcong Zhan, Jialun Li, Weigang Wu
2023 — conf
FedCME: Client Matching and Classifier Exchanging to Handle Data Heterogeneity in Federated Learning.
MSN
Jun Nie, Danyang Xiao, Lei Yang, Weigang Wu
2023 J jnl
FedCME: Client Matching and Classifier Exchanging to Handle Data Heterogeneity in Federated Learning.
CoRR
Jun Nie, Danyang Xiao, Lei Yang, Weigang Wu
2023 — conf
HoME: Homogeneity-Mining-Based Embedding Towards Detecting Illicit Transactions on Bitcoin.
APWeb-WAIM (1)
Zitian Chen, Guang Li, Danyang Xiao, Weigang Wu, Jieying Zhou
2023 J jnl
Learning Scheduling Policies for Co-Located Workloads in Cloud Datacenters.
IEEE Trans. Cloud Comput.
Jialun Li, Danyang Xiao, Jieqian Yao, Yujie Long, Weigang Wu
2022 B conf
EFL-WP: Federated Learning-Based Workload Prediction in Inter-Cloud Environments.
IJCNN
Danyang Xiao, Bokai Cao, Weigang Wu
2022 J jnl
Efficient DNN training based on backpropagation parallelization.
Computing
Danyang Xiao, Chengang Yang, Weigang Wu
2022 J jnl
Iteration number-based hierarchical gradient aggregation for distributed deep learning.
J. Supercomput.
Danyang Xiao, Xinxin Li, Jieying Zhou, Yunfei Du, Weigang Wu
2022 J jnl
Mixing Activations and Labels in Distributed Training for Split Learning.
IEEE Trans. Parallel Distributed Syst.
Danyang Xiao, Chengang Yang, Weigang Wu
2022 J jnl
RTGA: Robust ternary gradients aggregation for federated learning.
Inf. Sci.
Chengang Yang, Danyang Xiao, Bokai Cao, Weigang Wu
2021 J jnl
EGC: Entropy-based gradient compression for distributed deep learning.
Inf. Sci.
Danyang Xiao, Yuan Mei, Di Kuang, Mengqiang Chen, Binbin Guo, Weigang Wu
2021 C conf
FedVF: Personalized Federated Learning Based on Layer-wise Parameter Updates with Variable Frequency.
IPCCC
Yuan Mei, Binbin Guo, Danyang Xiao, Weigang Wu
2021 — conf
PFL-MoE: Personalized Federated Learning Based on Mixture of Experts.
APWeb/WAIM (1)
Binbin Guo, Yuan Mei, Danyang Xiao, Weigang Wu
2020 B conf
Dual-Way Gradient Sparsification for Asynchronous Distributed Deep Learning.
ICPP
Zijie Yan, Danyang Xiao, Mengqiang Chen, Jieying Zhou, Weigang Wu
2020 J jnl
PFL-MoE: Personalized Federated Learning Based on Mixture of Experts.
CoRR
Binbin Guo, Yuan Mei, Danyang Xiao, Weigang Wu, Ye Yin, Hongli Chang
2019 — conf
Entropy-Based Gradient Compression for Distributed Deep Learning.
HPCC/SmartCity/DSS
Di Kuang, Mengqiang Chen, Danyang Xiao, Weigang Wu
2018 A* conf
A Semi-Supervised Network Embedding Model for Protein Complexes Detection.
AAAI
Wei Zhao, Jia Zhu, Min Yang, Danyang Xiao, Gabriel Pui Cheong Fung, Xiaojun Chen
2018 J jnl
GA-ADE: a novel approach based on graph algorithm to improves the detection of adverse drug events.
Multim. Tools Appl.
Xingcheng Wu, Jia Zhu, Danyang Xiao, Xueqin Lin, Rui Ding
2017 — conf
Implementation of Academic News Recommendation System Based on User Profile and Message Semantics.
ISICA (1)
Weiling Li, Yong Tang, Guohua Chen, Danyang Xiao, Chengzhe Yuan
2016 C conf
A novel feature selection strategy for friends recommendation.
CSCWD
Rui Ding, Jia Zhu, Yong Tang, Xueqin Lin, Danyang Xiao, Haoye Dong
2016 — conf
PCMiner: An Extensible System for Analysing and Detecting Protein Complexes.
APWeb (2)
Danyang Xiao, Jia Zhu, Yong Tang, Lingxiao Chen, Jingmin Wei