Han Yu

Research interests

Publications

• Privacy and Robustness in Federated Learning: Attacks and Defenses

  IEEE Transactions on Neural Networks and Learning Systems · 2022 · https://doi.org/10.1109/tnnls.2022.3216981

• STMGCN: Mobile Edge Computing-Empowered Vessel Trajectory Prediction Using Spatio-Temporal Multigraph Convolutional Network

  IEEE Transactions on Industrial Informatics · 2022 · https://doi.org/10.1109/tii.2022.3165886

• A systematic literature review of the capabilities and performance metrics of supply chain resilience

  International Journal of Production Research · 2020 · https://doi.org/10.1080/00207543.2020.1785034

• Threats to Federated Learning

  Lecture notes in computer science · 2020 · https://doi.org/10.1007/978-3-030-63076-8_1

• FedVision: An Online Visual Object Detection Platform Powered by Federated Learning

  Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · https://doi.org/10.1609/aaai.v34i08.7021

• Threats to Federated Learning: A Survey

  arXiv (Cornell University) · 2020 · https://doi.org/10.48550/arxiv.2003.02133

• A Fairness-aware Incentive Scheme for Federated Learning

  Proceedings of the AAAI/ACM Conference on AI Ethics and Society · 2020 · https://doi.org/10.1145/3375627.3375840

• Federated Learning

  Synthesis lectures on artificial intelligence and machine learning · 2020 · https://doi.org/10.1007/978-3-031-01585-4

• Federated Learning

  Synthesis lectures on artificial intelligence and machine learning · 2019 · https://doi.org/10.2200/s00960ed2v01y201910aim043

• Incentive Design for Efficient Federated Learning in Mobile Networks: A Contract Theory Approach

  Journal · 2019 · https://doi.org/10.1109/vts-apwcs.2019.8851649

• A Survey of Zero-Shot Learning

  ACM Transactions on Intelligent Systems and Technology · 2019 · https://doi.org/10.1145/3293318

• Visual Domain Adaptation with Manifold Embedded Distribution Alignment

  Journal · 2018 · https://doi.org/10.1145/3240508.3240512

• Building Ethics into Artificial Intelligence

  Journal · 2018 · https://doi.org/10.24963/ijcai.2018/779

Current projects

No projects listed.