擎烛而走 虽千万里，吾往矣
v2026.06

Xun Yuan 袁迅

Incoming Assistant Professor, Tohoku University · Network Performance Evaluation & 6G

Sendai, Japan / Changsha, China
2456535090@qq.com
ORCID · Google Scholar · GitHub · Website

Summary

即将于 2026 年 6 月入职日本东北大学（Tohoku University）信息科学研究科 Kato Lab 担任助理教授（Assistant Professor）。 博士毕业于中南大学计算机学院（2022–2026,校长创新奖）,博士期间起在东北大学 Kato Lab 联合培养。 研究方向覆盖网络性能评估、因果推断、空天地一体化网络与 LLM 辅助的网络管理, 已在 IEEE TMC / TON / TWC / TETC / ICC 等会议期刊发表论文 7 篇,其中一作 3 篇, 合计引用 105+,h-index 3。

Education

Central South University · 中南大学
2022.09 – 2026.06
Ph.D. in Computer Science · School of Computer Science and Engineering · Changsha, China
  • Principal’s Innovation Award (校长创新奖)
Tohoku University · 日本东北大学
2024.03 – 2026.03
Visiting Research Student · Kato Laboratory, Graduate School of Information Sciences · Sendai, Japan
Huazhong University of Science and Technology · 华中科技大学
2020.09 – 2022.06
M.Eng. in Computer Science · School of Computer Science and Technology · Wuhan, China
  • Outstanding Graduate (优秀毕业生)
Huazhong University of Science and Technology · 华中科技大学
2015.09 – 2019.06
B.Eng. in Software Engineering · School of Software Engineering · Wuhan, China
  • Outstanding Graduate (优秀毕业生)

Appointments & Experience

Assistant Professor (Incoming) @ Tohoku University, Kato Lab
2026.06 – Present
Sendai, Japan
  • 即将担任日本东北大学信息科学研究科 Kato Lab 助理教授。
  • 研究方向：网络性能评估、空天地一体化网络、LLM 辅助的网络管理。
PythonPyTorchNS-3LLMCausal Inference
Visiting Research Student @ Tohoku University, Kato Lab
2024.03 – 2026.03
Sendai, Japan
  • 参与空天地一体化网络（SAGIN）多频段通信建模与性能分析。
  • 推进基于大语言模型的端到端网络健康管理 (MSADM) 系列工作。
PythonPyTorchNS-3LLM

Selected Publications

  1. Breakout Local Search for Load-Balanced Federated Learning in Multi-BS Networks M. Kato , X. Yuan , T. K. Rodrigues , F. Tang , M. Zhao , N. Kato . IEEE TETC, 2026 · doi:10.1109/TETC.2026.3667101
  2. MSADM: Large Language Model (LLM) Assisted End-to-End Network Health Management Based on Multi-Scale Semanticization F. Tang , X. Wang , X. Yuan , L. Luo , M. Zhao , T. Huang , N. Kato . IEEE TMC, 2026 · doi:10.1109/TMC.2026.3668817
  3. CiiNet: Self-Iterative Performance Optimization for Dynamic Networks Based on Causal Inference and Interpretable Evaluation X. Yuan , X. Wang , M. Kato , F. Tang , Y. Li , M. Zhao , N. Kato . IEEE TON, 2026 · doi:10.1109/TON.2025.3626551
  4. Performance Analysis of Space-Air-Ground Integrated Networks of FSO/THz/RF Multi-Band Communication S. Long , W. H. Wu , X. Yuan , M. Zhao , F. Tang , N. Kato . IEEE ICC, 2025 · doi:10.1109/ICC52391.2025.11161725
  5. MPITE: Multidimensional Performance Evaluator for Interpretable and Traceable Network Performance Evaluation X. Yuan , X. Wang , F. Tang , Q. Zhou , M. Zhao , N. Kato . IEEE TON, 2025 · doi:10.1109/TON.2025.3562348
  6. Joint Rate and Coverage Optimization for the THz/RF Multi-Band Communications of Space-Air-Ground Integrated Network in 6G X. Yuan , F. Tang , M. Zhao , N. Kato . IEEE TWC, 2024 · doi:10.1109/TWC.2023.3336016

Projects

decadeheart.github.io · link
2026
个人博客与学术主页,使用 Astro 5 重构。
  • 从旧 Hexo + NexT 5 站点迁移,迁出 7 篇文章为 Markdown
  • TypeScript + Content Collections,自动 sitemap 与 RSS
  • GitHub Actions 一键部署到 GitHub Pages
AstroTypeScriptGitHub Actions

Skills

Languages
Python · C/C++ · JavaScript/TypeScript · Go · MATLAB
Research
PyTorch · NS-3 / Network Simulators · Causal Inference · LLM Fine-tuning · Optimization
Engineering
Linux · Docker · Git · CI/CD · Vue / React
Languages (Human)
Chinese (Native) · English (Fluent) · Japanese (Intermediate)

Awards & Honors

  • 2024 Principal’s Innovation Award · 中南大学校长创新奖
  • 2022 Outstanding Graduate · 华中科技大学优秀毕业生（硕士）
  • 2019 Outstanding Graduate · 华中科技大学优秀毕业生（本科）