Publications

2024

  1. NeurIPS
    FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks
    Yuhang Yao, Weizhao Jin , Srivatsan Ravi , and 1 more author
    Advances in Neural Information Processing Systems, 2024
  2. NeurIPS
    Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking
    Mohammad Mahdi Kamani , Yuhang Yao, Hanjia Lyu , and 5 more authors
    Advances in Neural Information Processing Systems, 2024

2023

  1. FL-NeurIPS
    FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System
    Weizhao Jin , Yuhang Yao, Shanshan Han , and 4 more authors
    FL-NeurIPS Workshop, 2023
  2. IoTDI
    FedRule: Federated Rule Recommendation System with Graph Neural Networks
    Yuhang Yao, Mohammad Mahdi Kamani , Zhongwei Cheng , and 3 more authors
    In Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation , 2023

2022

  1. HotMobile
    A neural-based bandit approach to mobile crowdsourcing
    Shouxu Lin , Yuhang Yao, Pei Zhang , and 2 more authors
    In Proceedings of the 23rd Annual International Workshop on Mobile Computing Systems and Applications , 2022

2021

  1. AAAI
    Interpretable clustering on dynamic graphs with recurrent graph neural networks
    Yuhang Yao, and Carlee Joe-Wong
    In Proceedings of the AAAI Conference on Artificial Intelligence , 2021
  2. ICDM
    Gcn-se: Attention as explainability for node classification in dynamic graphs
    Yucai Fan , Yuhang Yao, and Carlee Joe-Wong
    In 2021 IEEE International Conference on Data Mining (ICDM) , 2021

2018

  1. TON
    GLP: A novel framework for group-level location promotion in geo-social networks
    Xudong Wu , Luoyi Fu , Yuhang Yao, and 3 more authors
    IEEE/ACM Transactions on Networking, 2018
  2. Modeling, analysis and validation of evolving networks with hybrid interactions
    Jiaqi Liu , Luoyi Fu , Yuhang Yao, and 3 more authors
    IEEE/ACM Transactions on Networking, 2018
  3. TNSE
    Core percolation in interdependent networks
    Jiapeng Zhang , Luoyi Fu , Shuhao Li , and 2 more authors
    IEEE Transactions on Network Science and Engineering, 2018