Yunchu Han
Ph.D.
Dept. of Electronic Engineering, Tsinghua University
Biography
Yunchu Han received the BE degree from the Department of Electronic Engineering, Tsinghua University, China, in 2023. He is currently working toward the PhD degree with the Network Integration for Ubiquitous Linkage and Broadband Laboratory, Department of Electronic Engineering, Tsinghua University. His research interests include mobile edge computing, green edge intelligence, energy-efficient DNN and LLM inference.
Research Interests
- Mobile Edge Computing
- Green Edge Intelligence
- DNN/LLM Inference
Publications
Conference Papers
2025
[IEEE GLOBECOM]
"Joint Memory Frequency and Computing Frequency Scaling for Energy-Efficient DNN Inference"
,
in IEEE Global Communications Conference (GLOBECOM),
2025
[IEEE ICC]
"DVFS-aware DNN Inference on GPUs: Latency Modeling and Performance Analysis"
,
in IEEE International Conference on Communications (ICC),
2025
2024
[IEEE WCNC]
"CPU-Utilization-Aware Scheduling for In-Vehicle Distributed Computing"
,
in IEEE Wireless Communications and Networking Conference (WCNC),
2024
Journal Articles
2026
[IEEE TMC]
"Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time"
,
in IEEE Transactions on Mobile Computing,
2026
2025
[IEEE TMC]
"Robust Task Offloading and Resource Allocation Under Imperfect Computing Capacity Information in Edge Intelligence Systems"
,
in IEEE Transactions on Mobile Computing,
2025
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