秦志金 - 清华大学 - 电子工程系

个人简介

秦志金，清华大学电子工程系副教授，博士生导师，入选2021年国家级青年人才项目。2016-2022年期间曾分别任职于帝国理工学院、兰卡斯特大学、及伦敦玛丽女王大学。2022年8月加入清华大学。主要从事语义通信方向研究。发表高水平论文100余篇。担任IEEE JSAC语义通信专刊客座编辑、IEEE Transactions on Communications编辑等国际期刊编委，2020/2021 IEEE GLOBECOM、 2019/2022 IEEE VTC Fall 等会议symposium co-chair，2022/2023 IEEE ICC 语义通信Workshop联合主席。获2017年IEEE GLOBECOM最佳论文奖、2018年IEEE信号处理协会青年作者最佳论文奖、2021年IEEE通信学会通信信号处理青年成就奖、2022年IEEE通信学会Fred W. Ellersick Prize、及2023年IEEE ICC最佳论文奖等奖项。曾获荣誉 Best Paper Award, IEEE ICC, IEEE Communications Society(2023) Fred W. Ellersick Prize, IEEE Communications Society(2022) Early Achievement Award, IEEE Communications Society SPCC(2021) Young Author Best Paper Award, IEEE Signal Processing Society(2018) Best Paper Award, IEEE GLOBECOM, IEEE Communications Society(2017)

研究领域

语义通信

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Zhenzi Weng,Zhijin Qin,Xiaoming Tao,Chengkang Pan,Guangyi Liu,Geoffrey Ye Li.Deep Learning Enabled Semantic Communications with Speech Recognition and Synthesis[J].美国;IEEE Transaction on Wireless Communications,2023 Wenhan Shen,Zhijin Qin,Arumugam Nallanathan.Deep Learning for Super-Resolution Channel Estimation in Reconfigurable Intelligent Surface Aided Systems[J].美国;IEEE Transactions on Communications,2023 Wenjun Xu,Yimeng Zhang,Fengyu Wang,Zhijin Qin,Chenyao Liu,Ping Zhang.Semantic Communication for the Internet of Vehicles: A Multiuser Cooperative Approach[J].美国;IEEE Vehicular Technology Magazine,2023 Huiqiang Xie,Zhijin Qin,Xiaoming Tao,Khaled B. Letaief.Task-Oriented Multi-User Semantic Communications[J].美国;IEEE Journal on Selected Areas in Communications,2022 Stuart F. Gregson,Zhijin Qin,Clive G. Parini.Compressive Sensing in Massive MIMO Array Testing: A Practical Guide[J].美国;IEEE Transactions on Antennas and Propagation,2022 Xu Kang,Bin Song,Jie Guo,Zhijin Qin,Fei Richard Yu.Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems[J].美国;IEEE Transactions on Communications,2022 Zelin Ji,Zhijin Qin,Clive G. Parini.Reconfigurable Intelligent Surface Aided Cellular Networks With Device-to-Device Users[J].美国;IEEE Transactions on Communications,2022 Ping Zhang,Wenjun Xu,Hui Gao,Kai Niu,Xiaodong Xu,Xiaoqi Qin,Caixia Yuan,Zhijin Qin,Haitao Zhao,Jibo Wei,Fangwei Zhang.Toward Wisdom-Evolutionary and Primitive-Concise 6G: A New Paradigm of Semantic Communication Networks[J].美国;Engineering,2022 Huiqiang Xie,Zhijin Qin,Geoffrey Ye Li.Task-Oriented Multi-User Semantic Communications for VQA[J].美国;IEEE Wireless Communications Letters,2021 Zhijin Qin,Geoffrey Ye Li,Hao Ye.Federated Learning and Wireless Communications[J].美国;IEEE Wireless Communications,2021 Zhenzi Weng,Zhijin Qin.Semantic Communication Systems for Speech Transmission[J].美国;IEEE Journal on Selected Areas in Communications,2021 Huiqiang Xie,Zhijin Qin,Geoffrey Ye Li,Biing-Hwang Juang.Deep Learning Enabled Semantic Communication Systems[J].美国;IEEE Transactions on Signal Processing,2021 Fatma Benkhelifa,Zhijin Qin,Julie A. McCann.User Fairness in Energy Harvesting-Based LoRa Networks With Imperfect SF Orthogonality[J].美国;IEEE Transactions on Communications,2021 Waleed Ahsan,Wenqiang Yi,Zhijin Qin,Yuanwei Liu,Arumugam Nallanathan.Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach[J].美国;IEEE Transactions on Wireless Communications,2021 Huiqiang Xie,Zhijin Qin.A Lite Distributed Semantic Communication System for Internet of Things[J].美国;IEEE Journal on Selected Areas in Communications,2020 Zelin Ji,Adnan K. Kiani,Zhijin Qin,Rizwan Ahmad.Power Optimization in Device-to-Device Communications: A Deep Reinforcement Learning Approach With Dynamic Reward[J].美国;IEEE Wireless Communications Letters,2020 Chao Zhang,Yuanwei Liu,Wenqiang Yi,Zhijin Qin,Zhiguo Ding.Semi-Grant-Free NOMA: Ergodic Rates Analysis With Random Deployed Users[J].美国;IEEE Wireless Communications Letters,2020 Yongjun Xu,Zhijin Qin,Guan Gui,Haris Gacanin,Hikmet Sari,Fumiyuki Adachi.Energy Efficiency Maximization in NOMA Enabled Backscatter Communications With QoS Guarantee[J].美国;IEEE Wireless Communications Letters,2020 Jiakuo Zuo,Yuanwei Liu,Zhijin Qin,Naofal Al-Dhahir.Resource Allocation in Intelligent Reflecting Surface Assisted NOMA Systems[J].美国;IEEE Transactions on Communications,2020 Peizhe Liang,Jiancun Fan,Wenhan Shen,Zhijin Qin,Geoffrey Ye Li.Deep Learning and Compressive Sensing-Based CSI Feedback in FDD Massive MIMO Systems[J].美国;IEEE Transactions on Vehicular Technology,2020 Binbin Su,Zhijin Qin,Qiang Ni.Energy Efficient Uplink Transmissions in LoRa Networks[J].美国;IEEE Transactions on Communications,2020 Huailong Shen,Wenqiang Yi,Zhijin Qin,Yuanwei Liu,Fei Li,Arumugam Nallanathan.Coverage Analysis of mmWave Networks With Cooperative NOMA Systems[J].美国;IEEE Communications Letters,2020 Zhijin Qin,Geoffrey Ye Li.Pathway to Intelligent Radio[J].美国;IEEE Wireless Communications,2020 Di Wu,Xin Huang,Xiaofeng Xie,Xiang Nie,Lichun Bao,Zhijin Qin.LEDGE: Leveraging Edge Computing for Resilient Access Management of Mobile IoT[J].美国;IEEE Transactions on Mobile Computing,2019 Zhijin Qin,Xiangwei Zhou,Lin Zhang,Yue Gao,Ying-Chang Liang,Geoffrey Ye Li.20 Years of Evolution From Cognitive to Intelligent Communications[J].美国;IEEE Transactions on Cognitive Communications and Networking,2019 Ning Gao,Zhijin Qin,Xiaojun Jing,Qiang Ni,Shi Jin.Anti-Intelligent UAV Jamming Strategy via Deep Q-Networks[J].美国;IEEE Transactions on Communications,2019 Zhijin Qin,Yuanwei Liu,Geoffrey Ye Li,Julie A. McCann.Performance Analysis of Clustered LoRa Networks[J].美国;IEEE Transactions on Vehicular Technology,2019 Ning Gao,Zhijin Qin,Xiaojun Jing.Pilot Contamination Attack Detection and Defense Strategy in Wireless Communications[J].美国;IEEE Signal Processing Letters,2019 Fangyu Cui,Yunlong Cai,Zhijin Qin,Minjian Zhao,Geoffrey Ye Li.Multiple Access for Mobile-UAV Enabled Networks: Joint Trajectory Design and Resource Allocation[J].美国;IEEE Transactions on Communications,2019 Zhijin Qin,Hao Ye,Geoffrey Ye Li,Biing-Hwang Fred Juang.Deep Learning in Physical Layer Communications[J].美国;IEEE Wireless Communications,2019 Fangyu Cui,Zhijin Qin,Yunlong Cai,Minjian Zhao,Geoffrey Ye Li.Rethinking Outage Constraints for Resource Management in NOMA Networks[J].美国;IEEE Journal of Selected Topics in Signal Processing,2019 Yuanwei Liu,Zhijin Qin,Yunlong Cai,Yue Gao,Geoffrey Ye Li,Arumugam Nallanathan.UAV Communications Based on Non-Orthogonal Multiple Access[J].美国;IEEE Wireless Communications,2019 Zhijin Qin,Frank Y. Li,Geoffrey Ye Li,Julie A. McCann,Qiang Ni.Low-Power Wide-Area Networks for Sustainable IoT[J].美国;IEEE Wireless Communications,2019 Xiaolan Liu,Zhijin Qin,Yue Gao,Julie A. McCann.Resource Allocation in Wireless Powered IoT Networks[J].美国;IEEE Internet of Things Journal,2019 Fengrui Shi,Zhijin Qin,Di Wu,Julie A. McCann.Effective Truth Discovery and Fair Reward Distribution for Mobile Crowdsensing[J].美国;Pervasive and Mobile Computing,2018 Qiyu Hu,Yunlong Cai,Guanding Yu,Zhijin Qin,Minjian Zhao,Geoffrey Ye Li.Joint Offloading and Trajectory Design for UAV-Enabled Mobile Edge Computing Systems[J].美国;IEEE Internet of Things Journal,2018 Zhijin Qin,Xinwei Yue,Yuanwei Liu,Zhiguo Ding,Arumugam Nallanathan.User Association and Resource Allocation in Unified NOMA Enabled Heterogeneous Ultra Dense Networks[J].美国;IEEE Communications Magazine,2018 Zhijin Qin,Jiancun Fan,Yuanwei Liu,Yue Gao,Geoffrey Ye Li.Sparse Representation for Wireless Communications: A Compressive Sensing Approach[J].美国;IEEE Signal Processing Magazine,2018 Xinwei Yue,Zhijin Qin,Yuanwei Liu,Shaoli Kang,Yue Chen.A Unified Framework for Non-Orthogonal Multiple Access[J].美国;IEEE Transactions on Communications,2018 Yuanwei Liu,Zhijin Qin,Maged Elkashlan,Zhiguo Ding,Arumugam Nallanathan,Lajos Hanzo.Nonorthogonal Multiple Access for 5G and Beyond[J].美国;Proceedings of the IEEE,2017 Yunlong Cai,Zhijin Qin,Fangyu Cui,Geoffrey Ye Li,Julie A. McCann.Modulation and Multiple Access for 5G Networks[J].美国;IEEE Communications Surveys & Tutorials,2017 Zhijin Qin,Yue Gao,Mark D. Plumbley.Malicious User Detection Based on Low-Rank Matrix Completion in Wideband Spectrum Sensing[J].美国;IEEE Transactions on Signal Processing,2017 Yuanwei Liu,Zhijin Qin,Maged Elkashlan,Arumugam Nallanathan,Julie A. McCann.Non-orthogonal Multiple Access in Hybrid Heterogeneous Networks[J].美国;IEEE Journal on Selected Areas in Communications,2017 Yuanwei Liu,Zhijin Qin,Maged Elkashlan,Yue Gao,Lajos Hanzo.Enhancing the Physical Layer Security of Non-Orthogonal Multiple Access in Large-Scale Networks[J].美国;IEEE Transactions on Wireless Communications,2017 Zhijin Qin,Yuanwei Liu,Yue Gao,Maged Elkashlan,Arumugam Nallanathan.Wireless Powered Cognitive Radio Networks With Compressive Sensing and Matrix Completion[J].美国;IEEE Transactions on Communications,2016 Yue Gao,Zhijin Qin,Zhiyong Feng,Qixun Zhang,Oliver Holland,Mischa Dohler.Scalable and Reliable IoT Enabled by Dynamic Spectrum Management for M2M in LTE-A[J].美国;IEEE Internet of Things Journal,2016 Zhijin Qin,Yue Gao,Mark D. Plumbley,Clive G. Parini.Wideband Spectrum Sensing on Real-Time Signals at Sub-Nyquist Sampling Rates in Single and Cooperative Multiple Nodes[J].美国;IEEE Transactions on Signal Processing,2015 Zhijin Qin,Yue Gao,Clive G. Parini.Data-Assisted Low Complexity Compressive Spectrum Sensing on Real-Time Signals Under Sub-Nyquist Rate[J].美国;IEEE Transactions on Wireless Communications,2015

学术兼职

Associate Editor, IEEE Communications Letters Associate Editor, IEEE Transactions on Cognitive Communications and Networking Guest Editor, IEEE JSAC Special Issue on "Beyond Transmitting Bits: Context, Semantics and Task-Oriented Communications" Area Editor, IEEE JSAC Series on Machine Learning for Communications and Networking Associate Editor, IEEE Transactions on Communications