李轩衡
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李轩衡,副教授,博士生导师,小米青年学者,大连市高端人才,大连市青年科技之星,大连理工大学星海骨干。主要从事电磁波探测与信息感知相关研究,包括X射线CT成像与检测、智能无线感知与识别等研究方向,在IEEE TMC、TWC、TIM等顶级期刊与IEEE INFOCOM、AAAI等顶级会议上发表论文70余篇。研究成果曾获全国颠覆性技术创新大赛智能网联新能源汽车锦标赛一等奖、辽宁省自然科学奖二等奖、IEEE GLOBECOM最佳论文奖、辽宁省自然科学学术成果奖二等奖、中国研究生电子设计竞赛全国一等奖、泛在智能感知技术创新应用大赛全国三等奖等奖项。主持国自然面上及青年项目、省级重点项目、企业委托项目等科研项目十余项。授权国家发明专利17项。担任Scientific Reports (Nature)、Wireless Networks (Springer) 等国际期刊编委,《集成技术》青年编委,多个顶级期刊审稿人和国际会议的TPC成员。


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招生:如果你对人工智能和信号处理感兴趣,如果你有足够的上进心和科研热情,如果你有积极的态度并愿意接受挑战,欢迎联系我!责任,活力,热情是我们的特点,期待同样的你加入!

 

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  • 近期代表性论文

[1] Yulong Zhang, Xuanheng Li*, Yi Sun, 3DVidar: A Single mmWave Radar Based 3D Vibration Sensing Method via Multi-Point Multi-Path Multi-Antenna Enhancement[J]. IEEE Transactions on Mobile Computing, 2026, To appear. (中科院1区,IF: 9.2)

[2] Sike Cheng, Xuanheng Li*, Xiangbo Lin, Haichuan Ding, Yi Sun, TSS-LCD: A Temporal-Spectral-Spatial Guided Latent Conditional Diffusion Model for Spectrum Prediction Under Incomplete Observations[J]. IEEE Transactions on Cognitive Communications and Networking, 2026, To appear. (中科院1区,IF: 7)

[3] Jingmin Lian, Xuanheng Li*, Zijun Zhang, Jianlong Yu, Yi Sun, A Customized Computed Tomography Image Segmentation Framework Based on Segment Anything Model for Power Battery Electrode[J]. Engineering Applications of Artificial Intelligence, 2026, 176: 114707. (中科院1区,IF: 8)

[4] Xuanheng Li*, Jianyu Wang, Yulong Zhang, Haichuan Ding, Jie Wang, Xianhao Chen, Contact-less Rotation Speed Measurement of Small-scale Rotors Based on mm-Wave Radar[J]. IEEE Transactions on Instrument and Measurement, 2026, 75: 8001614. (中科院2区, IF: 5.9)

[5] Zijun Zhang, Xuanheng Li*, Jingmin Lian, Jianlong Yu, Yi Sun, A Large Model Based Dual-Branch Network for Industrial Battery CT Image Segmentation[J]. IEEE Transactions on Instrument and Measurement, 2026, 75: 5001715. (中科院2区, IF: 5.9)

[6] Jianlong Yu, Xuanheng Li*, Zijun Zhang, Jingmin Lian, Yi Sun, BS-Mamba: A Battery-Specific Mamba Network for Robust Battery Electrode CT Image Segmentation[J]. Measurement, 2026, 259: 119496. (中科院2区, IF: 5.6)

[7] Jiahong Liu, Xuanheng Li*, Yi Sun. Two-View CT Reconstruction Based on A Noise Adaptive Regularization Guided Conditional Diffusion Model[J]. IEEE Transactions on Instrumentation and Measurement, 2025, 74: 4505112. (中科院2区, IF: 5.9) Code: https://github.com/Xlab2024/TWCT

[8] Yulong Zhang, Xuanheng Li*, Yi Sun. 3DVidar: A Contact-free 3D Vibration Sensing System Based on a Single mmWave Radar[C].IEEE Conference on Computer Communications (INFOCOM), London, United Kingdom, May 2025. (CCF-A类顶会,录取率18.6%)

[9] Sike Cheng, Xiangbo Lin, Xuanheng Li*, Jingjing Wang. Joint UAV Trajectory and RadCom Task Schedule for IVNs: A Game-Embedding Multi-Agent Deep Reinforcement Learning Approach[J]. IEEE Transactions on Wireless Communications, 2025, 24(1): 181-196.  (中科院1区, IF: 10.7)

[10] Lei Hou, Jiahong Liu, Xuanheng Li*, Yi Sun. Two-view Industrial CT Reconstruction Based on A Multiscale Conditional Latent Diffusion Network[J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73: 4509612. (中科院2区, IF: 5.9) Code: https://github.com/Xlab2024/TICT

[11] Can Jin, Xiangzhu Meng, Xuanheng Li*, Jie Wang, Miao Pan, Yuguang Fang. Rodar: Robust Gesture Recognition Based on mmWave Radar Under Human Activity Interference[J]. IEEE Transactions on Mobile Computing, 2024. (中科院1区, IF: 9.2) Code: http://github.com/Xlab2024/MvDeFormer 

[12] Xuchong Liu, Jianlong Yu, Yi Sun, Xuanheng Li*. Tiny Defect Oriented Single-view CT Reconstruction Based on a Hybrid Framework[J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73: 4502514. (中科院2区, IF: 5.9)

[13] Xuanheng Li*, Yulong Zhang, Haichuan Ding, Yuguang Fang. Intelligent Spectrum Sensing and Access with Partial Observation Based on Hierarchical Multi-Agent Deep Reinforcement Learning[J]. IEEE Transactions on Wireless Communications, 2024, 23(4): 3131-3145. (中科院1区, IF: 10.7)



  • 近期竞赛获奖

[1] 全国颠覆性技术创新大赛智能网联新能源汽车锦标赛,全国一等奖,2025

[2] 第二十届中国研究生电子设计竞赛,小米企业专项,东北赛区一等奖,全国三等奖,2025

[3] 第十九届中国研究生电子设计竞赛,TI企业专项,东北赛区一等奖,全国三等奖,2024

[4] 泛在智能感知技术创新应用大赛,全国三等奖,2024

[5] 第十八届中国研究生电子设计竞赛,东北赛区一等奖,2023

[6] 第十七届中国研究生电子设计竞赛,东北赛区一等奖,全国一等奖,2022



  • 我们的照片

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  • Education Background
  • Work Experience
2012-09 | 2018-01
  • 大连理工大学
  • 通信与信息系统
  • Doctoral Degree

2008-09 | 2012-06
  • 大连理工大学
  • 电子信息工程
  • Bachelor's Degree

  • Social Affiliations
  • Research Focus
No Content
Personal Information

Associate Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates

Gender:Male

Alma Mater:大连理工大学

Degree:Doctoral Degree

School/Department:信息与通信工程学院

Business Address:创新园大厦B409

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