Yuxuan Sun
Ph.D.
Dept. of Electronic Engineering, Tsinghua University
Biography
Yuxuan Sun graduated from Tianjin University in 2015 and was recommended for admission to the Ph.D. program in Communication and Information Systems at the Department of Electronic Engineering, Tsinghua University, that same year. She graduated in 2020.
Publications
Conference Papers
2023
[ITC]
"Data-Heterogeneous Hierarchical Federated Learning with Mobility"
,
in 35th International Teletraffic Congress (ITC-35),
2023
[IEEE VTC]
"MoRFF: Multi-View Object Detection for Connected Autonomous Driving under Communication and Localization Limitations"
,
in IEEE Vehicular Technology Conference,
2023
[IEEE ICC]
"MOB-FL: Mobility-Aware Federated Learning for Intelligent Connected Vehicles"
,
in IEEE International Conference on Communications,
2023
PDF
2022
[IEEE ICC]
"Time-Correlated Sparsification for Efficient Over-the-Air Model Aggregation in Wireless Federated Learning"
,
in IEEE International Conference on Communications,
2022
PDF
[IEEE ICC]
"Online V2X Scheduling for Raw-Level Cooperative Perception"
,
in IEEE International Conference on Communications,
2022
PDF
[ACCV]
"DOLPHINS: Dataset for collaborative perception enabled harmonious and interconnected self-driving"
,
in Asian Conference on Computer Vision,
2022
PDF
2021
[IEEE SPAWC]
"Device Scheduling and Resource Allocation for Federated Learning under Delay and Energy Constraints"
,
in IEEE Signal Processing Advances in Wireless Communications,
2021
2020
[IEEE ICC]
"Energy-Aware Analog Aggregation for Federated Learning with Redundant Data"
,
in IEEE International Conference on Communications,
2020
PDF
2019
[IEEE GLOBECOM]
"Heterogeneous Coded Computation across Heterogeneous Workers"
,
in IEEE Global Communications Conference,
2019
PDF
2018
[IEEE GLOBECOM]
"Task Replication for Vehicular Edge Computing: A Combinatorial Multi-Armed Bandit based Approach"
,
in IEEE Global Communications Conference,
2018
[IEEE ICC]
"Learning-based task offloading for vehicular cloud computing systems"
,
in IEEE International Conference on Communications,
2018
2017
[IEEE ICC]
"E2M2: Energy efficient mobility management in dense small cells with mobile edge computing"
,
in IEEE International Conference on Communications,
2017
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
[IEEE JSAC]
"Optimizing Task-Specific Timeliness With Edge-Assisted Scheduling for Status Update"
,
in IEEE Journal on Selected Areas in Communications,
2023
PDF
[IEEE Commun. Mag.]
"MEET: Mobility-Enhanced Edge inTelligence for Smart and Green 6G Networks"
,
in IEEE Communications Magazine,
2023
PDF
[IEEE TVT]
"MASS: Mobility-Aware Sensor Scheduling of Cooperative Perception for Connected Automated Driving"
,
in IEEE Transactions on Vehicular Technology,
2023
PDF
[IEEE TMC]
"A Predictive Frame Transmission Scheme for Cloud Gaming in Mobile Edge Cloudlet Systems"
,
in IEEE Transactions on Mobile Computing,
2023
2022
[IEEE JSAC]
"Dynamic Scheduling for Over-the-Air Federated Edge Learning With Energy Constraints"
,
in IEEE Journal on Selected Areas in Communications,
2022
[IEEE TSP]
"Coded Computation Across Shared Heterogeneous Workers with Communication Delay"
,
in IEEE Transactions on Signal Processing,
2022
PDF
[IEEE TSP]
"Coded Computation across Shared Heterogeneous Workers with Communication Delay"
,
in IEEE Transactions on Signal Processing,
2022
PDF
2021
[IEEE TWC]
"Distributed Task Replication for Vehicular Edge Computing: Performance Analysis and Learning-based Algorithm"
,
in IEEE Transactions on Wireless Communications,
2021
[IEEE Commun. Lett.]
"Coded Computation over Heterogeneous Workers with Random Task Arrivals"
,
in IEEE Communications Letters,
2021
[Entropy]
"A UoI-Optimal Policy for Timely Status Updates with Resource Constraint"
,
in Entropy,
2021
2020
[IEEE Commun. Mag.]
"Edge Learning with Timeliness Constraints: Challenges and Solutions"
,
in IEEE Communications Magazine,
2020
PDF
2019
[IEEE Commun. Mag.]
"Exploiting moving intelligence: Delay-optimized computation offloading in vehicular fog networks"
,
in IEEE Communications Magazine,
2019
PDF
[IEEE TVT]
"Adaptive learning-based task offloading for vehicular edge computing systems"
,
in IEEE Transactions on Vehicular Technology,
2019
PDF
2017
[IEEE JSAC]
"EMM: Energy-aware mobility management for mobile edge computing in ultra dense networks"
,
in IEEE Journal on Selected Areas in Communications,
2017
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