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
2023
[ITC]
"Data-Heterogeneous Hierarchical Federated Learning with Mobility"
,
in 35th International Teletraffic Congress (ITC-35),
2023
[IEEE SPAWC]
"V2V-Assisted Timely Hierarchical Federated Learning"
,
in IEEE Signal Processing Advances in Wireless Communications,
2023
Journal Articles
2025
[IEEE JSAC]
"SNAKE: Sequential Continual Learning for Knowledge Extension over Communication-Constrained Networks"
,
in IEEE Journal on Selected Areas in Communications,
2025
2023
[ZTE Commun.]
"Hierarchical Federated Learning: Architecture, Challenges, and its Implementation in Vehicular Networks"
,
in ZTE Communications,
2023
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