Jintao Yan

Jintao Yan

Ph.D.

Dept. of Electronic Engineering, Tsinghua University

Biography

He received his bachelor’s degree from the University of Electronic Science and Technology of China. In Fall 2022, he joined NiuLab as a PhD student.

Research Interests

  • Federated Learning
  • Continual Learning
  • Optimization
  • Vehicular Networks

Publications

Conference Papers

2025

[Comput. Commun.] J. Yan , T. Chen , Y. Sun , Z. Nan , S. Zhou , Z. Niu , "On the Impact of Mobility in Asynchronous Federated Learning over Device-to-Device Networks" , in IEEE International Conference on Computer Communications (INFOCOM), Workshop on Pervasive Network Intelligence for 6G Networks, 2025

2024

[IEEE WCNC] J. Yan , Y. Han , Z. Nan , S. Zhou , "CPU-Utilization-Aware Scheduling for In-Vehicle Distributed Computing" , in IEEE Wireless Communications and Networking Conference (WCNC), 2024

2023

[ITC] T. Chen , J. Yan , Y. Sun , S. Zhou , D. Gunduz , Z. Niu , "Data-heterogeneous hierarchical federated learning with mobility" , in 35th International Teletraffic Congress (ITC-35), 2023
[IEEE SPAWC] J. Yan , Z. Nan , S. Zhou , "V2V-Assisted Timely Hierarchical Federated Learning" , in IEEE Signal Processing Advances in Wireless Communications, 2023

Journal Articles

2025

[IEEE TMC] Z. Nan , Y. Han , J. Yan , S. Zhou , Z. Niu , "Robust Task Offloading and Resource Allocation Under Imperfect Computing Capacity Information in Edge Intelligence Systems" , in IEEE Transactions on Mobile Computing, 2025
[IEEE TWC] J. Yan , T. Chen , Y. Sun , Z. Nan , S. Zhou , Z. Niu , "Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning" , in IEEE Transactions on Wireless Communications, 2025 PDF
[IEEE JSAC] J. Yan , Y. Sun , S. Zhou , Z. Niu , D. Gündüz , "SNAKE: Sequential Continual Learning for Knowledge Extension over Communication-Constrained Networks" , in IEEE Journal on Selected Areas in Communications, 2025
[IEEE TMC] J. Yan , Y. Sun , Z. Nan , S. Zhou , Z. Niu , "Mobility-Aware Asynchronous Federated Learning with Dynamic Sparsification" , in IEEE Transactions on Mobile Computing, 2025
[IEEE TVT] T. Chen , J. Yan , Y. Sun , S. Zhou , D. Gündüz , Z. Niu , "Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks" , in IEEE Transactions on Vehicular Technology, 2025 PDF
[IEEE TMC] T. Chen , J. Yan , Y. Sun , S. Zhou , D. Gündüz , Z. Niu , "FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning" , in IEEE Transactions on Mobile Computing, 2025 PDF

2023

[ZTE Commun.] J. Yan , T. Chen , B. Xie , Y. Sun , S. Zhou , Z. Niu , "Hierarchical Federated Learning: Architecture, Challenges, and Its Implementation in Vehicular Networks" , in ZTE Communications, 2023