| 2024 | DSN | Privacy Leakage from Logits Attack and its Defense in Federated Distillation. | Danyang Xiao, Diying Yang, Jialun Li, Xu Chen, Weigang Wu |
| 2024 | HPCC | FedLOC: A Layer Output Based Compression Algorithm for Federated Learning. | Peng Ouyang, Danyang Xiao, Jieying Zhou, Weigang Wu |
| 2023 | APWEB | HoME: Homogeneity-Mining-Based Embedding Towards Detecting Illicit Transactions on Bitcoin. | Zitian Chen, Guang Li, Danyang Xiao, Weigang Wu, Jieying Zhou |
| 2023 | IPCCC | Bi-level Sampling: Improved Clients Selection in Heterogeneous Settings for Federated Learning. | Danyang Xiao, Congcong Zhan, Jialun Li, Weigang Wu |
| 2022 | IJCNN | EFL-WP: Federated Learning-Based Workload Prediction in Inter-Cloud Environments. | Danyang Xiao, Bokai Cao, Weigang Wu |
| 2021 | APWEB | PFL-MoE: Personalized Federated Learning Based on Mixture of Experts. | Binbin Guo, Yuan Mei, Danyang Xiao, Weigang Wu |
| 2021 | IPCCC | FedVF: Personalized Federated Learning Based on Layer-wise Parameter Updates with Variable Frequency. | Yuan Mei, Binbin Guo, Danyang Xiao, Weigang Wu |
| 2020 | ICPP | Dual-Way Gradient Sparsification for Asynchronous Distributed Deep Learning. | Zijie Yan, Danyang Xiao, Mengqiang Chen, Jieying Zhou, Weigang Wu |
| 2019 | HPCC | Entropy-Based Gradient Compression for Distributed Deep Learning. | Di Kuang, Mengqiang Chen, Danyang Xiao, Weigang Wu |
| 2018 | AAAI | A Semi-Supervised Network Embedding Model for Protein Complexes Detection. | Wei Zhao, Jia Zhu, Min Yang, Danyang Xiao, Gabriel Pui Cheong Fung, Xiaojun Chen |
| 2016 | APWEB | PCMiner: An Extensible System for Analysing and Detecting Protein Complexes. | Danyang Xiao, Jia Zhu, Yong Tang, Lingxiao Chen, Jingmin Wei |
| 2016 | CSCWD | A novel feature selection strategy for friends recommendation. | Rui Ding, Jia Zhu, Yong Tang, Xueqin Lin, Danyang Xiao, Haoye Dong |