Yaodan Xu

Ph.D.

Dept. of Electronic Engineering, Tsinghua University

Biography

Yaodan Xu received the Ph.D. degree from Tsinghua University in 2026.

Research Interests

Edge Intelligence
Machine Learning Systems
Stochastic Network Optimization

Publications

Conference Papers

2026

[IEEE INFOCOM] Jialin Dong , Yaodan Xu , Tan Chen , Sheng Zhou , Zhisheng Niu , "Task Profiling and Draft Model Selection for Accelerating Distributed Speculative Decoding" , in IEEE INFOCOM 2026 - IEEE Conference on Computer Communications, 2026 DOI

2025

[IEEE ICC] Yaodan Xu , Sheng Zhou , Zhisheng Niu , "Joint Optimization of Offloading, Batching and DVFS for Multiuser Co-Inference" , in ICC 2025 - IEEE International Conference on Communications, 2025 DOI

2023

[IEEE VTC] Yaodan Xu , S. Zhou , Q. Cao , B. Zheng , Z. Xiong , Y. Ni , "Time-Triggered Reservation for Cooperative Random Access in Wireless LANs" , in IEEE Vehicular Technology Conference (VTC-Spring), 2023

[IEEE ICC] Yaodan Xu , J. Sun , S. Zhou , Z. Niu , "SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms" , in IEEE International Conference on Communications (ICC), 2023 PDF

Journal Articles

2025

[IEEE TPDS] Yaodan Xu , Sheng Zhou , Zhisheng Niu , "SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services" , in IEEE Transactions on Parallel and Distributed Systems, 2025 PDF DOI