个人信息Personal Information
副教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:信息与通信工程学院
办公地点:创新园大厦B409
电子邮箱:xhli@dlut.edu.cn
个人简介Personal Profile
李轩衡,副教授,博士生导师,信息与通信工程学院院长助理,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。近年来主要从事X射线CT成像与检测、毫米波雷达智能无线感知、无人机空地一体化网络等方向,在IEEE TMC、IEEE TWC、IEEE TCOM、IEEE TIM、IEEE INFOCOM等顶级期刊与会议上发表论文60余篇,累积被引940余次。研究成果曾获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等奖项。授权国家发明专利11项。主持国家级、省部级、企业委托项目等科研项目14项。担任Wireless Networks (Springer) 等国际期刊编辑,多个顶级期刊审稿人和国际会议的TPC成员,与美国休斯敦大学、香港城市大学、香港大学、北京理工大学、大连海事大学等国内外高校有着深入的科研合作。
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!
头脑风暴的我们 潜心实验的我们 热爱生活的我们
课题组近期成果
P. Jia, X. Li*, T. Zhu, R. Wu, X. Lin, Y. Sun. Multi-fingered Hand Grasps with Visuo-Tactile Fusion via Multi-Agent Deep Reinforcement Learning[C]. Accepted by AAAI Conference on Artificial Intelligence, 2025. (CCF-A类顶会,录取率23.4%)
Y. Zhang, X. Li*, Y. Sun. 3DVidar: A Contact-free 3D Vibration Sensing System Based on a Single mmWave Radar[C]. Accepted by IEEE International Conference on Computer Communications (INFOCOM), 2025. (CCF-A类顶会,录取率18.6%)
S. Cheng, X. Lin, X. Li*, J. Wang. Joint UAV Trajectory and RadCom Task Schedule for IVNs: A Game-Embedding Multi-Agent Deep Reinforcement Learning Approach[J]. Accepted by IEEE Transactions on Wireless Communications, 2024. (Top, 中科院1区, JCR Q1, IF: 8.9)
L. Hou, J. Liu, X. Li*, Y. Sun. Two-view Industrial CT Reconstruction Based on A Multiscale Conditional Latent Diffusion Network[J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73: 4509612. (Top, 中科院2区, JCR Q1, IF: 5.6)
Code: https://github.com/Xlab2024/TICT
C. Jin, X. Meng, X. Li*, J. Wang, M. Pan, Y. Fang. Rodar: Robust Gesture Recognition Based on mmWave Radar Under Human Activity Interference[J]. IEEE Transactions on Mobile Computing, 2024. (Top, 中科院2区, JCR Q1, IF: 7.7)
Code: http://github.com/Xlab2024/MvDeFormer
X. Liu, J. Yu, Y. Sun, X. Li*. Tiny Defect Oriented Single-view CT Reconstruction Based on a Hybrid Framework[J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73: 4502514. (Top, 中科院2区, JCR Q1, IF: 5.6)
X. Li, J. Liu, X. Chen, J. Wang, M. Pan. Caching on the Sky: A Multiagent Federated Reinforcement Learning Approach for UAV-Assisted Edge Caching[J]. IEEE Internet of Things Journal, 2024, 11(17): 28213-28226. (Top, 中科院1区, JCR Q1, IF: 8.2)
X. Li, Y. Zhang, H. Ding, Y. 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. (Top, 中科院1区, JCR Q1, IF: 8.9)
X. Li, X. Du, N. Zhao, X. Wang. Computing over the Sky: Joint UAV Trajectory and Task Offloading Scheme Based on Optimization-Embedding Multi-Agent Deep Reinforcement Learning[J]. IEEE Transactions on Communications, 2024, 72(3): 1355-1369. (Top, 中科院2区, JCR Q1, IF: 7.2)
课题组近期比赛获奖
第十九届中国研究生电子设计竞赛,东北赛区一等奖、全国三等奖,2024
泛在智能感知技术创新应用大赛三等奖,2024
第十八届中国研究生电子设计竞赛,东北赛区一等奖,2023
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
课题组照片