论文成果

@article{Ren2026The,
  author = {Zhiyuan Ren and Xinke Jian and Wenchi Cheng and Kun Yang},
  title = {{The Landscape of Fairness: An Axiomatic and Predictive Framework for Network QoE Sensitivity}},
  year = {2026},
  journal = {IEEE Transactions on Network and Service Management},
  volume = {23},
  pages = {5322--5337},
  doi = {10.1109/tnsm.2026.3702766}
}

@article{Ren2026PacketLevel,
  author = {Zhiyuan Ren and Tao Zhang and Wenchi Cheng},
  title = {{Packet-Level In-Network Semantic Adaptation for Unstable Mobile Emergency Networks}},
  year = {2026},
  journal = {Electronics},
  volume = {15},
  number = {20},
  pages = {4641},
  doi = {10.3390/electronics15204641}
}

@article{Zhang2025Metareinforcement,
  author = {Peiying Zhang and Jiamin Liu and Zhiyuan Ren and Lizhuang Tan and Neeraj Kumar and Konstantin Igorevich Kostromitin},
  title = {{Meta-reinforcement learning driven model architecture and algorithm optimization in intelligent driving task offloading}},
  year = {2025},
  journal = {Computer Communications},
  volume = {242},
  pages = {108310},
  doi = {10.1016/j.comcom.2025.108310}
}

@article{Ma2025Enable,
  author = {Yucong Ma and Huiying Hou and Zhenyu Liu and Zhiyuan Ren and Zhihong Chen},
  title = {{Enable Membership Privacy-Preserving Group Signature Scheme}},
  year = {2025},
  journal = {International Journal of Security and Networks},
  volume = {1},
  number = {1},
  pages = {10069676},
  doi = {10.1504/ijsn.2025.10069676}
}

@article{Pan2024Resource,
  author = {Wu Min Pan and Na Lv and Bei Hou and Zhiyuan Ren},
  title = {{Resource Allocation and Outage Probability Optimization Method for Multi-Hop UAV Relay Network for Servicing Heterogeneous Users}},
  year = {2024},
  journal = {IEEE Transactions on Network Science and Engineering},
  volume = {11},
  number = {3},
  pages = {2769--2781},
  doi = {10.1109/tnse.2023.3348759}
}

@article{Ma2024LatencyConstrained,
  author = {Buyun Ma and Zhiyuan Ren and Wenchi Cheng and Jingqing Wang and Wei Zhang},
  title = {{Latency-Constrained Multi-User Efficient Task Scheduling in Large-Scale Internet of Vehicles}},
  year = {2024},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {23},
  number = {10},
  pages = {9821--9834},
  doi = {10.1109/tmc.2024.3367459}
}

@article{Ren2024Special,
  author = {Zhiyuan Ren and Chen Chen},
  title = {{Special Issue: Recent Advances in Intelligent Vehicular Networks and Communications}},
  year = {2024},
  journal = {Electronics},
  volume = {13},
  number = {15},
  pages = {3096},
  doi = {10.3390/electronics13153096}
}

@article{Hu2024Performance,
  author = {Jialin Hu and Zhiyuan Ren and Wenchi Cheng and Zhiliang Shuai and Li Zhao},
  title = {{Performance Analysis of Internet of Vehicles Mesh Networks Based on Actual Switch Models}},
  year = {2024},
  journal = {Electronics},
  volume = {13},
  number = {13},
  pages = {2605},
  doi = {10.3390/electronics13132605}
}

@article{Zheng2023Performance,
  author = {Shuya Zheng and Zhiyuan Ren and Wenchi Cheng and Hailin Zhang},
  title = {{Performance Analysis for Subgraph Isomorphism Based Embedding Service Function Chains}},
  year = {2023},
  journal = {IEEE Transactions on Network Science and Engineering},
  pages = {1--15},
  doi = {10.1109/tnse.2023.3247625}
}

@article{Ren2023Path,
  author = {Jijun Ren and Peng Zhu and Zhiyuan Ren},
  title = {{Path computing scheme with low-latency and low-power in hybrid cloud-fog network for IIoT}},
  year = {2023},
  journal = {China Communications},
  volume = {20},
  number = {8},
  pages = {1--16},
  doi = {10.23919/jcc.fa.2022-0705.202308}
}

@article{Wang2022CDMR,
  author = {Chen Wang and Zhiyuan Ren and Wenchi Cheng and Hailin Zhang},
  title = {{CDMR: Effective Computing-Dependent Multi-Path Routing Strategies in Satellite and Terrestrial Integrated Networks}},
  year = {2022},
  journal = {IEEE Transactions on Network Science and Engineering},
  volume = {9},
  number = {5},
  pages = {3715--3730},
  doi = {10.1109/tnse.2022.3178771}
}

@article{Lyu2022OAMSWIPT,
  author = {Runyu Lyu and Wenchi Cheng and Ba-Zhong Shen and Zhiyuan Ren and Hailin Zhang},
  title = {{OAM-SWIPT for IoE-Driven 6G}},
  year = {2022},
  journal = {IEEE Communications Magazine},
  volume = {60},
  number = {3},
  pages = {19--25},
  doi = {10.1109/mcom.001.2100704}
}

@article{ZHU2022WSN,
  author = {Peng ZHU and Jijun Ren and Zhiyuan Ren},
  title = {{WSN latency optimization based on path calculation method}},
  year = {2022},
  journal = {Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University},
  volume = {40},
  number = {6},
  pages = {1394--1403},
  doi = {10.1051/jnwpu/20224061394}
}

@article{Ma2022Traffic,
  author = {Buyun Ma and Zhiyuan Ren and Wenchi Cheng},
  title = {{Traffic Routing-Based Computation Offloading in Cybertwin-Driven Internet of Vehicles for V2X Applications}},
  year = {2022},
  journal = {IEEE Transactions on Vehicular Technology},
  volume = {71},
  number = {5},
  pages = {4551--4560},
  doi = {10.1109/tvt.2021.3134715}
}

@article{Ren2021zh,
  author = {任智源 and others},
  title = {{基于多维梯度的卫星集群高可靠协同计算方法}},
  year = {2021},
  journal = {中兴通讯技术},
  doi = {10.12142/ZTETJ.202105008}
}

@article{Hou2020Reliable,
  author = {Xiangwang Hou and Zhiyuan Ren and Jingjing Wang and Wenchi Cheng and Yong Ren and Kwang‐Cheng Chen and Hailin Zhang},
  title = {{Reliable Computation Offloading for Edge-Computing-Enabled Software-Defined IoV}},
  year = {2020},
  journal = {IEEE Internet of Things Journal},
  volume = {7},
  number = {8},
  pages = {7097--7111},
  doi = {10.1109/jiot.2020.2982292}
}

@article{Hou2020Distributed,
  author = {Xiangwang Hou and Zhiyuan Ren and Jingjing Wang and Shuya Zheng and Wenchi Cheng and Hailin Zhang},
  title = {{Distributed Fog Computing for Latency and Reliability Guaranteed Swarm of Drones}},
  year = {2020},
  journal = {IEEE Access},
  volume = {8},
  pages = {7117--7130},
  doi = {10.1109/access.2020.2964073}
}

@article{Chen2019DelayAware,
  author = {Chen Chen and Lei Liu and Tie Qiu and Dapeng Oliver Wu and Zhiyuan Ren},
  title = {{Delay-Aware Grid-Based Geographic Routing in Urban VANETs: A Backbone Approach}},
  year = {2019},
  journal = {IEEE/ACM Transactions on Networking},
  volume = {27},
  number = {6},
  pages = {2324--2337},
  doi = {10.1109/tnet.2019.2944595}
}

@article{Chen2019CVCG,
  author = {Chen Chen and Jinna Hu and Tie Qiu and Mohammed Atiquzzaman and Zhiyuan Ren},
  title = {{CVCG: Cooperative V2V-Aided Transmission Scheme Based on Coalitional Game for Popular Content Distribution in Vehicular Ad-Hoc Networks}},
  year = {2019},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {18},
  number = {12},
  pages = {2811--2828},
  doi = {10.1109/tmc.2018.2883312}
}

@article{Chen2018Drivers,
  author = {Chen Chen and Lei Liu and Tie Qiu and Zhiyuan Ren and Jinna Hu and Fang Ti},
  title = {{Driver’s Intention Identification and Risk Evaluation at Intersections in the Internet of Vehicles}},
  year = {2018},
  journal = {IEEE Internet of Things Journal},
  volume = {5},
  number = {3},
  pages = {1575--1587},
  doi = {10.1109/jiot.2017.2788848}
}

@article{Ren2018A,
  author = {Zhiyuan Ren and Zehuan Hu and Hailin Zhang},
  title = {{A High Efficiency Power Amplifier Method Using Signal Decomposition in OFDM Communication System}},
  year = {2018},
  journal = {IEEE Access},
  volume = {6},
  pages = {70248--70258},
  doi = {10.1109/access.2018.2880191}
}

@article{Chen2018A,
  author = {Chen Chen and Cong Wang and Hongyun Liu and Mingcheng Hu and Zhiyuan Ren},
  title = {{A novel AP selection scheme in software defined networking enabled WLAN}},
  year = {2018},
  journal = {Computers & Electrical Engineering},
  volume = {66},
  pages = {288--304},
  doi = {10.1016/j.compeleceng.2017.10.013}
}

@article{Chen2017An,
  author = {Chen Chen and Honghui Zhao and Tie Qiu and Mingcheng Hu and Hui Xian Han and Zhiyuan Ren},
  title = {{An efficient power saving polling scheme in the internet of energy}},
  year = {2017},
  journal = {Journal of Network and Computer Applications},
  volume = {89},
  pages = {48--61},
  doi = {10.1016/j.jnca.2017.01.002}
}

@article{Chen2017A,
  author = {Chen Chen and Tie Qiu and Jinna Hu and Zhiyuan Ren and Yang Zhou and Arun Kumar Sangaiah},
  title = {{A congestion avoidance game for information exchange on intersections in heterogeneous vehicular networks}},
  year = {2017},
  journal = {Journal of Network and Computer Applications},
  volume = {85},
  pages = {116--126},
  doi = {10.1016/j.jnca.2016.12.014}
}

@article{He2016A,
  author = {Xiuli He and Zhiyuan Ren and Chenhua Shi and Jian Fang},
  title = {{A novel load balancing strategy of software-defined cloud/fog networking in the Internet of Vehicles}},
  year = {2016},
  journal = {China Communications},
  volume = {13},
  number = {2},
  pages = {140--149},
  doi = {10.1109/cc.2016.7405730}
}

@article{Ren2016Distortioncharacteristic,
  author = {Zhiyuan Ren and Hsiao‐Hwa Chen and Wei‐Zen Chen},
  title = {{Distortion‐characteristic estimation predistorter for high efficiency power amplifiers}},
  year = {2016},
  journal = {IET Signal Processing},
  volume = {10},
  number = {9},
  pages = {1024--1030},
  doi = {10.1049/iet-spr.2016.0087}
}

@article{Ren2012A,
  author = {Zhiyuan Ren and Yongzhao Li and Hailin Zhang and Kun Han},
  title = {{A high power efficiency method using orthogonal signal decomposition in high PAPR system}},
  year = {2012},
  journal = {Science China Information Sciences},
  doi = {10.1007/s11432-012-4664-x}
}

@article{Ren2011A,
  author = {Zhiyuan Ren and Hailin Zhang},
  title = {{A novel distortion elimination method of power amplifier in wideband OFDM system}},
  year = {2011},
  journal = {Science China Information Sciences},
  volume = {55},
  number = {2},
  pages = {396--406},
  doi = {10.1007/s11432-011-4281-0}
}

@article{Ren2011zh,
  author = {Hailin Zhang and Zhiyuan Ren},
  title = {{一种宽带OFDM系统放大器的失真消除方法}},
  year = {2011},
  journal = {Scientia Sinica Informationis},
  volume = {41},
  number = {6},
  pages = {726--738},
  doi = {10.1360/zf2011-41-6-726}
}

@article{Ren2010A,
  author = {Zhiyuan Ren and Hailin Zhang and Kai Guo},
  title = {{A novel method for the improvement of power efficiency in high peak-to-average-power ratio communication systems}},
  year = {2010},
  journal = {Science China Information Sciences},
  volume = {53},
  number = {8},
  pages = {1697--1702},
  doi = {10.1007/s11432-010-4033-6}
}

@inproceedings{Jian2026A,
  author = {Xinke Jian and Zhiyuan Ren and Wenchi Cheng},
  title = {{A Copula-based Semantics-Structure Minimization Framework for QoS Guaranteed Wireless Communications}},
  year = {2026},
  booktitle = {ICC 2026 - IEEE International Conference on Communications},
  pages = {1--6},
  doi = {10.1109/icc59461.2026.11588192}
}

@inproceedings{Wang2025DOA,
  author = {Huan Wang and Zhiyuan Ren and Wei Guo},
  title = {{DOA Estimation Based on Complex-Valued Channel Attention Networks}},
  year = {2025},
  booktitle = {2025 IEEE 7th International Conference on Communications, Information System and Computer Engineering (CISCE)},
  pages = {329--333},
  doi = {10.1109/cisce65916.2025.11065234}
}

@inproceedings{Hu2024Finite,
  author = {Jialin Hu and Zhiyuan Ren and Wenchi Cheng},
  title = {{Finite State Machines-Based Path-Following Collaborative Computing Strategy for Emergency UAV Swarms}},
  year = {2024},
  booktitle = {ICC 2024 - IEEE International Conference on Communications},
  pages = {2598--2603},
  doi = {10.1109/icc51166.2024.10622739}
}

@inproceedings{Jian2024Directional,
  author = {Xinke Jian and Zhiyuan Ren and Wenchi Cheng and Jialin Hu},
  title = {{Directional Beam-Based Anti-interference Method for UAV Networks}},
  year = {2024},
  booktitle = {2024 International Conference on Future Communications and Networks (FCN)},
  pages = {1--6},
  doi = {10.1109/fcn64323.2024.10985145}
}

@inproceedings{Hu2023DOCF,
  author = {Jialin Hu and Zhiyuan Ren},
  title = {{DOCF: A Task-Agnostic Dispersed Collaborative Computing Framework for Aerospace Multi-Agent System}},
  year = {2023},
  booktitle = {2023 International Conference on Future Communications and Networks (FCN)},
  pages = {1--6},
  doi = {10.1109/fcn60432.2023.10543695}
}

@inproceedings{Ma2022ComputationDependent,
  author = {Buyun Ma and Zhiyuan Ren and Wei Guo and Wenchi Cheng and Hailin Zhang},
  title = {{Computation-Dependent Routing Based Low-Latency Decentralized Collaborative Computing Strategy for Satellite-Terrestrial Integrated Network}},
  year = {2022},
  booktitle = {2022 14th International Conference on Wireless Communications and Signal Processing (WCSP)},
  pages = {1--5},
  doi = {10.1109/wcsp55476.2022.10039422}
}

@inproceedings{Wang2021TimeExpanded,
  author = {Chen Wang and Zhiyuan Ren and Wenchi Cheng and Shuya Zheng and Hailin Zhang},
  title = {{Time-Expanded Graph-Based Dispersed Computing Policy for LEO Space Satellite Computing}},
  year = {2021},
  booktitle = {2021 IEEE Wireless Communications and Networking Conference (WCNC)},
  pages = {1--6},
  doi = {10.1109/wcnc49053.2021.9417247}
}

@inproceedings{Ma2021Credibility,
  author = {Buyun Ma and Zhiyuan Ren and Wenchi Cheng},
  title = {{Credibility Computation Offloading Based Task-Driven Routing Strategy for Emergency UAVs Network}},
  year = {2021},
  booktitle = {2021 IEEE Global Communications Conference (GLOBECOM)},
  doi = {10.1109/globecom46510.2021.9685572}
}

@inproceedings{Zheng2021Minimizing,
  author = {Shuya Zheng and Zhiyuan Ren and Wenchi Cheng and Hailin Zhang},
  title = {{Minimizing the Latency of Embedding Dependence-Aware SFCs into MEC Network via Graph Theory}},
  year = {2021},
  booktitle = {2021 IEEE Global Communications Conference (GLOBECOM)},
  pages = {1--6},
  doi = {10.1109/globecom46510.2021.9685945}
}

@inproceedings{Hou2020Latency,
  author = {Xiangwang Hou and Zhiyuan Ren and Jingjing Wang and Shuya Zheng and Hailin Zhang},
  title = {{Latency and Reliability Oriented Collaborative Optimization for Multi-UAV Aided Mobile Edge Computing System}},
  year = {2020},
  booktitle = {IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)},
  pages = {150--156},
  doi = {10.1109/infocomwkshps50562.2020.9163048}
}

@inproceedings{Zheng2020Optimal,
  author = {Shuya Zheng and Zhiyuan Ren and Xiangwang Hou and Hailin Zhang},
  title = {{Optimal Communication-Computing-Caching for Maximizing Revenue in UAV-Aided Mobile Edge Computing}},
  year = {2020},
  booktitle = {GLOBECOM 2020 - 2020 IEEE Global Communications Conference},
  pages = {1--6},
  doi = {10.1109/globecom42002.2020.9322229}
}

@inproceedings{Hou2019IIoTMEC,
  author = {Xiangwang Hou and Zhiyuan Ren and Kun Yang and Chen Chen and Hailin Zhang and Yao Xiao},
  title = {{IIoT-MEC: A Novel Mobile Edge Computing Framework for 5G-enabled IIoT}},
  year = {2019},
  booktitle = {2019 IEEE Wireless Communications and Networking Conference (WCNC)},
  pages = {1--7},
  doi = {10.1109/wcnc.2019.8885703}
}

@inproceedings{Hou2019Fog,
  author = {Xiangwang Hou and Zhiyuan Ren and Wenchi Cheng and Chen Chen and Hailin Zhang},
  title = {{Fog Based Computation Offloading for Swarm of Drones}},
  year = {2019},
  booktitle = {ICC 2019 - 2019 IEEE International Conference on Communications (ICC)},
  pages = {1--7},
  doi = {10.1109/icc.2019.8761932}
}

@inproceedings{Shi2018Ultralow,
  author = {Chenhua Shi and Zhiyuan Ren and Kun Yang and Chen Chen and Hailin Zhang and Yao Xiao and Xiangwang Hou},
  title = {{Ultra-low latency cloud-fog computing for industrial Internet of Things}},
  year = {2018},
  booktitle = {2018 IEEE Wireless Communications and Networking Conference (WCNC)},
  pages = {1--6},
  doi = {10.1109/wcnc.2018.8377192}
}

@inproceedings{Wang2018Combat,
  author = {Yiming Wang and Zhiyuan Ren and Hailin Zhang and Xiangwang Hou and Yao Xiao},
  title = {{“Combat Cloud-Fog” Network Architecture for Internet of Battlefield Things and Load Balancing Technology}},
  year = {2018},
  booktitle = {2018 IEEE International Conference on Smart Internet of Things (SmartIoT)},
  pages = {263--268},
  doi = {10.1109/smartiot.2018.00054}
}

@inproceedings{Liu2018An,
  author = {Lei Liu and Chen Chen and Zhiyuan Ren and Fei Richard Yu},
  title = {{An Intersection-Based Geographic Routing with Transmission Quality Guaranteed in Urban VANETs}},
  year = {2018},
  booktitle = {2018 IEEE International Conference on Communications (ICC)},
  pages = {1--6},
  doi = {10.1109/icc.2018.8422935}
}

@inproceedings{Liu2018A,
  author = {Lei Liu and Chen Chen and Zhiyuan Ren and Tie Qiu and Kun Yang},
  title = {{A Delay-Aware and Backbone-Based Geographic Routing for Urban VANETs}},
  year = {2018},
  booktitle = {2018 IEEE International Conference on Communications (ICC)},
  pages = {1--6},
  doi = {10.1109/icc.2018.8422378}
}

@inproceedings{Liu2018A,
  author = {Lei Liu and Chen Chen and Zhiyuan Ren and Tie Qiu and Houbing  Herbert Song},
  title = {{A Connectivity Aware Transmission Quality Guaranteed Geographic Routing in Urban Internet of Vehicles}},
  year = {2018},
  booktitle = {2018 IEEE International Conference on Communications (ICC)},
  pages = {1--6},
  doi = {10.1109/icc.2018.8422321}
}

@inproceedings{Xiao2017A,
  author = {Yao Xiao and Zhiyuan Ren and Hailin Zhang and Chen Chen and Chenhua Shi},
  title = {{A novel task allocation for maximizing reliability considering fault-tolerant in VANET real time systems}},
  year = {2017},
  booktitle = {2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)},
  pages = {1--7},
  doi = {10.1109/pimrc.2017.8292511}
}

@inproceedings{Shi2017Research,
  author = {Chenhua Shi and Zhiyuan Ren and Xiuli He},
  title = {{Research on Load Balancing for Software Defined Cloud-Fog Network in Real-Time Mobile Face Recognition}},
  year = {2017},
  booktitle = {Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering},
  pages = {121--131},
  doi = {10.1007/978-3-319-66628-0_12}
}

@inproceedings{Liu2017A,
  author = {Lei Liu and Chen Chen and Zhiyuan Ren and Chenhua Shi},
  title = {{A link transmission-quality based geographic routing in Urban VANETs}},
  year = {2017},
  booktitle = {2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)},
  pages = {1--6},
  doi = {10.1109/pimrc.2017.8292286}
}

@inproceedings{Chen2017A,
  author = {Chen Chen and Na Li and Yansong Li and Ronghui Hou and Zhiyuan Ren},
  title = {{A Data Dissemination Strategy in SDN Enabled Vehicular Networks}},
  year = {2017},
  booktitle = {Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering},
  pages = {302--313},
  doi = {10.1007/978-3-319-66628-0_29}
}

@inproceedings{Chen2017Incar,
  author = {Chen Chen and Cong Wang and Guoxian Zhang and Zhiyuan Ren and Jingjing Ma},
  title = {{In-car shopping: A data dissemination scheme for vehicular networks in urban areas}},
  year = {2017},
  booktitle = {2017 9th International Conference on Wireless Communications and Signal Processing (WCSP)},
  pages = {1--6},
  doi = {10.1109/wcsp.2017.8170877}
}

@inproceedings{Gao2017Optimal,
  author = {Ya Zhe Gao and Wenchi Cheng and Zhiyuan Ren and Hailin Zhang},
  title = {{Optimal Channel Selection and Power Control over D2D Communications Based Cognitive Radio Networks}},
  year = {2017},
  booktitle = {Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering},
  pages = {107--117},
  doi = {10.1007/978-3-319-66628-0_11}
}

@inproceedings{Chen2016Information,
  author = {Chen Chen and Jinna Hu and Jianfeng Zhang and Canding Sun and Liqiang Zhao and Zhiyuan Ren},
  title = {{Information Congestion Control on Intersections in VANETs: A Bargaining Game Approach}},
  year = {2016},
  booktitle = {2016 IEEE 83rd Vehicular Technology Conference (VTC Spring)},
  pages = {1--5},
  doi = {10.1109/vtcspring.2016.7504289}
}

@inproceedings{Feng2016UserOriented,
  author = {Jie Feng and Liqiang Zhao and Chen Chen and Zhiyuan Ren and Jianbo Du},
  title = {{User-Oriented Load Balance in Software-Defined Campus WLANs}},
  year = {2016},
  booktitle = {2016 IEEE 83rd Vehicular Technology Conference (VTC Spring)},
  pages = {1--5},
  doi = {10.1109/vtcspring.2016.7504523}
}

@inproceedings{Chen2015A,
  author = {Chen Chen and Xiaomin Liu and Hualin Qi and Liqiang Zhao and Zhiyuan Ren},
  title = {{A security enhancement and energy saving clustering scheme in smart grid sensor network}},
  year = {2015},
  booktitle = {2015 IEEE 16th International Conference on Communication Technology (ICCT)},
  pages = {848--855},
  doi = {10.1109/icct.2015.7399960}
}

@inproceedings{Chen2015A,
  author = {Hung-Kai Chen and Wei‐Zen Chen and Zhiyuan Ren},
  title = {{A 0.4V 53dB SNDR 250 MS/s time-based CT ΔΣ analog to digital converter}},
  year = {2015},
  booktitle = {2015 IEEE 11th International Conference on ASIC (ASICON)},
  pages = {1--4},
  doi = {10.1109/asicon.2015.7517109}
}

@inproceedings{Ren2012A,
  author = {Zhiyuan Ren and Danping Li and Yongzhao Li and Hailin Zhang},
  title = {{A Novel segmental linearization Power Amplifier in high peak-to-average-power ratio system}},
  year = {2012},
  booktitle = {2012 IEEE International Conference on Signal Processing, Communication and Computing (ICSPCC 2012)},
  pages = {573--577},
  doi = {10.1109/icspcc.2012.6335621}
}

@incollection{Fan2020Data,
  author = {Kai Fan and Xiang Ji and Xingni Zhou and Zhiyuan Ren and Yanzhuo Ma},
  title = {{Data processing – index and search technologies}},
  year = {2020},
  booktitle = {De Gruyter eBooks},
  pages = {287--350},
  doi = {10.1515/9783110676075-004}
}

@article{Ren2018Mobile,
  author = {Zhiyuan Ren and Chen Chen and Jun Fu},
  title = {{Mobile Edge Computing, Low Latency and High Reliability}},
  year = {2018},
  journal = {Encyclopedia of Wireless Networks},
  pages = {1--5},
  doi = {10.1007/978-3-319-32903-1_84-1}
}

@misc{Li2026InNetwork,
  author = {Yuehan Li and Zhiyuan Ren and Tao Zhang and Wenchi Cheng},
  title = {{In-Network Artificial Computing Enhanced Light Model-Switching for Emergency Communications Networks}},
  year = {2026},
  doi = {10.48550/arxiv.2605.10070}
}

@misc{Wang2026UtilityAware,
  author = {Jiayue Wang and Zhiyuan Ren and Tao Zhang and Wenchi Cheng},
  title = {{Utility-Aware Progressive Inference over UDP Packet Blocks for Emergency Communications}},
  year = {2026},
  doi = {10.48550/arxiv.2605.09933}
}

@misc{Ren2025A,
  author = {Zhiyuan Ren and Mingxuan Lu and Wenchi Cheng},
  title = {{A Uniqueness Theorem for Distributed Computation under Physical Constraint}},
  year = {2025},
  doi = {10.48550/arxiv.2509.11754}
}

@misc{Ren2025System,
  author = {Zhiyuan Ren and Zhiliang Shuai and Wenchi Cheng},
  title = {{System Relaxation for Interpretable and Adaptive Network Control}},
  year = {2025},
  doi = {10.48550/arxiv.2509.16984}
}

@misc{Ren2025Decoupling,
  author = {Zhiyuan Ren and Zhiliang Shuai and Wenchi Cheng and Kun Yang},
  title = {{Decoupling Structural Heterogeneity from Functional Fairness in Complex Networks: A Theoretical Framework based on the Imbalance Metric}},
  year = {2025},
  doi = {10.48550/arxiv.2508.06898}
}