Available connectivity analysis under free flow state in VANETs. - Chen Chen 006; Lei Liu 031; Xiaobo Du; Xiaolu Wei; Changxing Pei (EURASIP J. Wirel. Commun. Netw., 2012)

Improving Driving Safety Based on Safe Distance Design in Vehicular Sensor Networks. - Chen Chen 006; Lei Liu 031; Xiaobo Du; Qingqi Pei; Xiangmo Zhao (Int. J. Distributed Sens. Networks, 2012)

A Novel Power-Saving Scheduling Scheme in Large Scale Smart-Grid Networks. - Chen Chen 006; Lei Liu 031; Mingcheng Hu; Qingqi Pei; Li Cong; Shengda Wang (ChinaCom (2), 2016)

A bio-inspired geographic routing in VANETs. - Chen Chen 006; Lei Liu 031; Ning Zhang 007; Shengda Wang (ICITE, 2016)

A link transmission-quality based geographic routing in Urban VANETs. - Lei Liu 031; Chen Chen 006; Zhiyuan Ren; Chenhua Shi (PIMRC, 2017)

Latency estimation based on traffic density for video streaming in the internet of vehicles. - Chen Chen 006; Xiaomin Liu; Tie Qiu 001; Lei Liu 031; Arun Kumar Sangaiah (Comput. Commun., 2017)

A Connectivity Aware Transmission Quality Guaranteed Geographic Routing in Urban Internet of Vehicles. - Lei Liu 031; Chen Chen 006; Zhiyuan Ren; Tie Qiu 001; Houbing Song (ICC, 2018)

A Delay-Aware and Backbone-Based Geographic Routing for Urban VANETs. - Lei Liu 031; Chen Chen 006; Zhiyuan Ren; Tie Qiu 001; Kun Yang 001 (ICC, 2018)

An Intersection-Based Geographic Routing with Transmission Quality Guaranteed in Urban VANETs. - Lei Liu 031; Chen Chen 006; Zhiyuan Ren; F. Richard Yu (ICC, 2018)

GAS: A Group Acknowledgement Strategey in Internet of Vehicles. - Chen Chen 006; Tingting Xiao; Tie Qiu 001; Honghui Zhao; Lei Liu 031; Jinghua Lv (SmartIoT, 2018)

An Adaptive Geographic Routing Protocol Based on Quality of Transmission in Urban VANETs. - Xiang Li; Chen Chen 006; Zheng Wang; Lei Liu 031; Jinghua Lv (SmartIoT, 2018)

Popular Content Distribution Scheme with Cooperative Transmission Based on Coalitional Game in VANETs. - Jinna Hu; Chen Chen 006; Lei Liu 031 (WPMC, 2018)

Driver's Intention Identification and Risk Evaluation at Intersections in the Internet of Vehicles. - Chen Chen 006; Lei Liu 031; Tie Qiu 001; Zhiyuan Ren; Jinna Hu; Fang Ti (IEEE Internet Things J., 2018)

TMED: A Spider-Web-Like Transmission Mechanism for Emergency Data in Vehicular Ad Hoc Networks. - Tie Qiu 001; Xin Wang 038; Chen Chen 006; Mohammed Atiquzzaman; Lei Liu 031 (IEEE Trans. Veh. Technol., 2018)

A data dissemination scheme based on clustering and probabilistic broadcasting in VANETs. - Lei Liu 031; Chen Chen 006; Tie Qiu 001; Mengyuan Zhang 006; Siyu Li; Bin Zhou (Veh. Commun., 2018)

An Artificial Intelligence Perspective on Mobile Edge Computing. - Zhuang Chen 001; Qian He; Lei Liu 031; Dapeng Lan; Hwei-Ming Chung; Zhifei Mao (SmartIoT, 2019)

An Efficient and Reliable QoF Routing for Urban VANETs With Backbone Nodes. - Lei Liu 031; Chen Chen 006; Bin Wang 031; Yang Zhou 032; Qingqi Pei (IEEE Access, 2019)

ASGR: An Artificial Spider-Web-Based Geographic Routing in Heterogeneous Vehicular Networks. - Chen Chen 006; Lei Liu 031; Tie Qiu 001; Kun Yang 001; Fengkui Gong; Houbing Song (IEEE Trans. Intell. Transp. Syst., 2019)

Delay-Aware Grid-Based Geographic Routing in Urban VANETs: A Backbone Approach. - Chen Chen 006; Lei Liu 031; Tie Qiu 001; Dapeng Oliver Wu; Zhiyuan Ren (IEEE/ACM Trans. Netw., 2019)

GAS: A group acknowledgment strategy for popular content distribution in Internet of vehicle. - Chen Chen 006; Tingting Xiao; Honghui Zhao; Lei Liu 031; Qingqi Pei (Veh. Commun., 2019)

Decentralized Incentive Mechanism for Cooperative Content Dissemination in Vehicular Networks. - Jinna Hu; Chen Chen 006; Lin Cai 001; Lei Liu 031 (GLOBECOM, 2020)

Deep Reinforcement Learning for Intelligent Migration of Fog Services in Smart Cities. - Dapeng Lan; Amir Taherkordi; Frank Eliassen; Zhuang Chen 001; Lei Liu 031 (ICA3PP (2), 2020)

BS-IoT: Blockchain Based Software Defined Network Framework for Internet of Things. - Lei Liu 031; Wei Feng; Chen Chen 006; Yuru Zhang; Dapeng Lan; Xiaoming Yuan 002; Sahil Vashisht (INFOCOM Workshops, 2020)

Deep Reinforcement Learning for Computation Offloading and Caching in Fog-Based Vehicular Networks. - Dapeng Lan; Amir Taherkordi; Frank Eliassen; Lei Liu 031 (MASS, 2020)

Towards Distributed Privacy-Preserving Prediction. - Lingjuan Lyu; Yee Wei Law; Kee Siong Ng; Shibei Xue; Jun Zhao 007; Mengmeng Yang 002; Lei Liu 031 (SMC, 2020)

Delay-Optimized V2V-Based Computation Offloading in Urban Vehicular Edge Computing and Networks. - Chen Chen 006; Lanlan Chen; Lei Liu 031; Shunfan He; Xiaoming Yuan 002; Dapeng Lan; Zhuang Chen 001 (IEEE Access, 2020)

A Scalable and Secure Consensus Scheme Based on Proof of Stake in Blockchain. - Fayuan Zhu; Jie Yin; Lei Liu 031; Jie Feng 004; Zhangquan Wang (BlockSys, 2021)

Task Scheduling and Resource Management in MEC-Enabled Computing Networks. - Jie Feng 004; Wenjing Zhang 002; Lei Liu 031; Jianbo Du; Ming Xiao 001; Qingqi Pei (MONAMI, 2021)

A federated fog-cloud framework for data processing and orchestration: a case study in smart cities. - Dapeng Lan; Yu Liu 011; Amir Taherkordi; Frank Eliassen; Stéphane Delbruel; Lei Liu 031 (SAC, 2021)

Aerial Computing Offloading by Distributed Deep Learning in Collaborative Satellite-terrestrial Networks. - Haofei Li; Chen Chen 006; Cong Li; Lei Liu 031; Guan Gui 001 (WCSP, 2021)

Service Characteristics-Oriented Joint Optimization of Radio and Computing Resource Allocation in Mobile-Edge Computing. - Jie Feng 004; Lei Liu 031; Qingqi Pei; Fen Hou; Tingting Yang 001; Jinsong Wu 001 (IEEE Internet Things J., 2021)

Blockchain-Enabled Secure Data Sharing Scheme in Mobile-Edge Computing: An Asynchronous Advantage Actor-Critic Learning Approach. - Lei Liu 031; Jie Feng 004; Qingqi Pei; Chen Chen 006; Yang Ming 001; Bodong Shang; Mianxiong Dong (IEEE Internet Things J., 2021)

Vehicular Edge Computing and Networking: A Survey. - Lei Liu 031; Chen Chen 006; Qingqi Pei; Sabita Maharjan; Yan Zhang 002 (Mob. Networks Appl., 2021)

Recent Advances in Blockchain and Artificial Intelligence Integration: Feasibility Analysis, Research Issues, Applications, Challenges, and Future Work. - Zhonghua Zhang; Xifei Song; Lei Liu 031; Jie Yin; Yu Wang 017; Dapeng Lan (Secur. Commun. Networks, 2021)

Computation Rate Maximization for Intelligent Reflecting Surface Enhanced Wireless Powered Mobile Edge Computing Networks. - Sun Mao; Ning Zhang 007; Lei Liu 031; Jinsong Wu 001; Mianxiong Dong; Kaoru Ota; Tang Liu 001; Die Wu (IEEE Trans. Veh. Technol., 2021)

Intelligent Reflecting Surface Enhanced D2D Cooperative Computing. - Sun Mao; Xiaoli Chu; Qingqing Wu 001; Lei Liu 031; Jie Feng 004 (IEEE Wirel. Commun. Lett., 2021)

Secure mmWave C-V2X Communications Using Cooperative Jamming. - Mingjie Yang; Ying Ju; Lei Liu 031; Qingqi Pei; Keping Yu; Joel J. P. C. Rodrigues (GLOBECOM, 2022)

Learning Based and Physical-layer Assisted Secure Computation Offloading in Vehicular Spectrum Sharing Networks. - Ying Ju; Yuchao Chen; Zhiwei Cao; Haoyu Wang 015; Lei Liu 031; Qingqi Pei; Neeraj Kumar 001 (INFOCOM Workshops, 2022)

DRL-based Beam Allocation in Relay-aided Multi-user MmWave Vehicular Networks. - Ying Ju; Haoyu Wang 015; Yuchao Chen; Lei Liu 031; Tong-Xing Zheng; Qingqi Pei; Ming Xiao 001 (INFOCOM Workshops, 2022)

Joint design of beamforming and trajectory for integrated sensing and communication drone networks. - Ying Ju; Yulong Tu; Tong-Xing Zheng; Lei Liu 031; Qingqi Pei; Arpit Bhardwaj; Keping Yu (DroneCom@MobiCom, 2022)

Orbital collaborative learning in 6G space-air-ground integrated networks. - Ming Zhao; Chen Chen 006; Lei Liu 031; Dapeng Lan; Shaohua Wan 001 (Neurocomputing, 2022)

Task Partitioning and Orchestration on Heterogeneous Edge Platforms: The Case of Vision Applications. - Dapeng Lan; Amir Taherkordi; Frank Eliassen; Lei Liu 031; Stéphane Delbruel; Schahram Dustdar; Yang Yang 001 (IEEE Internet Things J., 2022)

Resisting Malicious Eavesdropping: Physical Layer Security of mmWave MIMO Communications in Presence of Random Blockage. - Haoyu Wang 015; Ying Ju; Ning Zhang 007; Qingqi Pei; Lei Liu 031; Mianxiong Dong; Victor C. M. Leung (IEEE Internet Things J., 2022)

Dynamic Virtual Network Embedding Algorithm Based on Graph Convolution Neural Network and Reinforcement Learning. - Peiying Zhang 001; Chao Wang 093; Neeraj Kumar 001; Weishan Zhang; Lei Liu 031 (IEEE Internet Things J., 2022)

Distributed collaboration and anti-interference optimization in edge computing for IoT. - Yuhuai Peng; Chenlu Wang; Qiming Li; Lei Liu 031; Keping Yu (J. Parallel Distributed Comput., 2022)

Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network. - Chao Wang 093; Lei Liu 031; Chunxiao Jiang; Shangguang Wang; Peiying Zhang 001; Shigen Shen (IEEE J. Sel. Top. Signal Process., 2022)

A model-based collaborate filtering algorithm based on stacked AutoEncoder. - Miao Yu 006; Tianqi Quan; Qinglong Peng; Xu Yu 001; Lei Liu 031 (Neural Comput. Appl., 2022)

Energy-Efficient Cooperative Communication and Computation for Wireless Powered Mobile-Edge Computing. - Sun Mao; Jinsong Wu 001; Lei Liu 031; Dapeng Lan; Amir Taherkordi (IEEE Syst. J., 2022)

Energy-Aware Relay Optimization and Power Allocation in Multiple Unmanned Aerial Vehicles Aided Satellite-Aerial-Terrestrial Networks. - Yongpeng Shi; Jinsong Wu 001; Lei Liu 031; Dapeng Lan; Amir Taherkordi (IEEE Syst. J., 2022)

Connectivity Probability Analysis for Green Cooperative Cognitive Vehicular Networks. - Xuan Li; Ruiwei Zhou; Tianqing Zhou; Lei Liu 031; Keping Yu (IEEE Trans. Green Commun. Netw., 2022)

On Message Authentication Channel Capacity Over a Wiretap Channel. - Dajiang Chen; Shaoquan Jiang; Ning Zhang 007; Lei Liu 031; Kim-Kwang Raymond Choo (IEEE Trans. Inf. Forensics Secur., 2022)

Intelligent Security Performance Prediction for IoT-Enabled Healthcare Networks Using an Improved CNN. - Lingwei Xu; Xinpeng Zhou; Ye Tao 002; Lei Liu 031; Xu Yu 001; Neeraj Kumar 001 (IEEE Trans. Ind. Informatics, 2022)

A Privacy-Preserving Cross-Domain Healthcare Wearables Recommendation Algorithm Based on Domain-Dependent and Domain-Independent Feature Fusion. - Xu Yu 001; Dingjia Zhan; Lei Liu 031; Hongwu Lv; Lingwei Xu; Junwei Du (IEEE J. Biomed. Health Informatics, 2022)

Routing With Traffic Awareness and Link Preference in Internet of Vehicles. - Chen Chen 006; Lei Liu 031; Tie Qiu 001; Jiange Jiang; Qingqi Pei; Houbing Song (IEEE Trans. Intell. Transp. Syst., 2022)

Toward Physical Layer Security and Efficiency for SAGIN: A WFRFT-Based Parallel Complex-Valued Spectrum Spreading Approach. - Xiaojie Fang; Zhaopeng Du; Xinyu Yin; Lei Liu 031; Xuejun Sha; Hongli Zhang 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Vehicle Selection and Resource Optimization for Federated Learning in Vehicular Edge Computing. - Huizi Xiao; Jun Zhao 007; Qingqi Pei; Jie Feng 004; Lei Liu 031; Weisong Shi (IEEE Trans. Intell. Transp. Syst., 2022)

Space-Air-Ground Integrated Multi-Domain Network Resource Orchestration Based on Virtual Network Architecture: A DRL Method. - Peiying Zhang 001; Chao Wang 093; Neeraj Kumar 001; Lei Liu 031 (IEEE Trans. Intell. Transp. Syst., 2022)

Data Dissemination for Industry 4.0 Applications in Internet of Vehicles Based on Short-term Traffic Prediction. - Chen Chen 006; Lei Liu 031; Shaohua Wan 001; Xiaozhe Hui; Qingqi Pei (ACM Trans. Internet Techn., 2022)

Min-Max Cost Optimization for Efficient Hierarchical Federated Learning in Wireless Edge Networks. - Jie Feng 004; Lei Liu 031; Qingqi Pei; Keqin Li 001 (IEEE Trans. Parallel Distributed Syst., 2022)

Reconfigurable Intelligent Surface-Assisted Secure Mobile Edge Computing Networks. - Sun Mao; Lei Liu 031; Ning Zhang 007; Mianxiong Dong; Jun Zhao 007; Jinsong Wu 001; Victor C. M. Leung (IEEE Trans. Veh. Technol., 2022)

A Fractional Integral and Fractal Dimension-Based Deep Learning Approach for Pavement Crack Detection in Transportation Service Management. - Ting Cao; Lei Liu 031; Kan Wang; Junhuai Li (IEEE Trans. Netw. Serv. Manag., 2022)

Joint Optimization of Service Migration and Resource Management for Vehicular Edge Computing. - Dapeng Lan; Amir Taherkordi; Frank Eliassen; Lei Liu 031; Xiaoming Yuan 002 (DCOSS-IoT, 2023)

A Reinforcement Learning-based DAG Tasks Scheduling in Edge-Cloud Collaboration Systems. - Xifei Song; Lei Liu 031; Junqi Fu; Xueyao Zhang; Jie Feng 004; Qingqi Pei (GLOBECOM, 2023)

Secure Terahertz Indoor Communications Using Blockage Feature-Based Artificial Noise in 6G. - Suheng Tian; Ying Ju; Lei Liu 031; Qingqi Pei; Ning Zhang 007; Celimuge Wu; Shahid Mumtaz (GLOBECOM, 2023)

Energy Efficient Secure Offloading in NOMA-aided Vehicular Networks Using A3C Learning. - Ying Ju; Zhiwei Cao; Yuchao Chen; Lei Liu 031; Qingqi Pei; Shahid Mumtaz (ICC, 2023)

Secure mmWave Vehicular Communications with DRL-Based Joint Relay and Jammer Selection. - Ying Ju; Zipeng Gao; Lei Liu 031; Qingqi Pei; Keping Yu; Joel J. P. C. Rodrigues (ICC, 2023)

An Improved DBSCAN and Multi-Agent Based Task Offloading Mechanism for 6G-Enabled Internet of Vehicles. - Xiaoming Yuan 002; Jiayu Yang; Wenyuan Zhang; Ning Zhang 007; Lei Liu 031; Zhe Chen (ICC, 2023)

Trustworthy and Load-Balancing Routing Scheme for Satellite Services with Multi-Agent DRL. - Jiaxin Song; Ying Ju; Lei Liu 031; Qingqi Pei; Celimuge Wu; Mian Ahmad Jan; Shahid Mumtaz (INFOCOM Workshops, 2023)

Blockage-Based Cooperative Jamming for Secure Terahertz Transmissions in Indoor Networks. - Suheng Tian; Ying Ju; Mingjie Yang; Lei Liu 031; Jie Feng 004; Qingqi Pei; Mian Ahmad Jan; Celimuge Wu (VTC Fall, 2023)

Blockchain-Aided Privacy-Preserving Medical Data Sharing Scheme for E-Healthcare System. - Jingwei Liu; Yue Fan; Rong Sun; Lei Liu 031; Celimuge Wu; Shahid Mumtaz (IEEE Internet Things J., 2023)

SmartDID: A Novel Privacy-Preserving Identity Based on Blockchain for IoT. - Jie Yin; Yang Xiao 014; Qingqi Pei; Ying Ju; Lei Liu 031; Ming Xiao 001; Celimuge Wu (IEEE Internet Things J., 2023)

GCWCN: 6G-Based Global Coverage Wireless Communication Network Architecture. - Chao Wang 093; Peiying Zhang 001; Neeraj Kumar 001; Lei Liu 031; Tingting Yang 001 (IEEE Netw., 2023)

Computation Offloading for Edge Computing in RIS-Assisted Symbiotic Radio Systems. - Bin Li 010; Zhen Qian; Lei Liu 031; Yuan Wu 001; Dapeng Lan; Celimuge Wu (IEEE Trans. Netw. Sci. Eng., 2023)

Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme. - Yuru Zhang; Chen Chen 006; Lei Liu 031; Dapeng Lan; Hongbo Jiang 001; Shaohua Wan 001 (IEEE Trans. Netw. Sci. Eng., 2023)

Intelligent Reflecting Surface-Assisted Low-Latency Federated Learning Over Wireless Networks. - Sun Mao; Lei Liu 031; Ning Zhang 007; Jie Hu 001; Kun Yang 001; F. Richard Yu; Victor C. M. Leung (IEEE Internet Things J., 2023)

Mobility-Aware Multi-Hop Task Offloading for Autonomous Driving in Vehicular Edge Computing and Networks. - Lei Liu 031; Ming Zhao; Miao Yu 006; Mian Ahmad Jan; Dapeng Lan; Amirhosein Taherkordi (IEEE Trans. Intell. Transp. Syst., 2023)

Resource Scheduling for Intelligent Reflecting Surface-Assisted Full-Duplex Wireless-Powered Communication Networks With Phase Errors. - Sun Mao; Lei Liu 031; Ning Zhang 007; Jie Hu 001; Kun Yang 001; Mianxiong Dong; Kaoru Ota (IEEE Internet Things J., 2023)

A Cooperative Vehicle-Infrastructure System for Road Hazards Detection With Edge Intelligence. - Chen Chen 006; Guorun Yao; Lei Liu 031; Qingqi Pei; Houbing Song; Schahram Dustdar (IEEE Trans. Intell. Transp. Syst., 2023)

Joint Secure Offloading and Resource Allocation for Vehicular Edge Computing Network: A Multi-Agent Deep Reinforcement Learning Approach. - Ying Ju; Yuchao Chen; Zhiwei Cao; Lei Liu 031; Qingqi Pei; Ming Xiao 001; Kaoru Ota; Mianxiong Dong; Victor C. M. Leung (IEEE Trans. Intell. Transp. Syst., 2023)

A MEC Offloading Strategy Based on Improved DQN and Simulated Annealing for Internet of Behavior. - Xiaoming Yuan 002; Hansen Tian; Zedan Zhang; Zheyu Zhao; Lei Liu 031; Arun Kumar Sangaiah; Keping Yu (ACM Trans. Sens. Networks, 2023)

Multilevel Federated Learning-Based Intelligent Traffic Flow Forecasting for Transportation Network Management. - Lei Liu 031; Yuxing Tian; Chinmay Chakraborty; Jie Feng 004; Qingqi Pei; Li Zhen; Keping Yu (IEEE Trans. Netw. Serv. Manag., 2023)

Speeding at the Edge: An Efficient and Secure Redactable Blockchain for IoT-Based Smart Grid Systems. - Youshui Lu; Xiaojun Tang; Lei Liu 031; F. Richard Yu; Schahram Dustdar (IEEE Internet Things J., 2023)

Nested Hash Access With Post Quantum Encryption for Mission-Critical IoT Communications. - Dongyang Xu; Lei Liu 031; Ning Zhang 007; Mianxiong Dong; Victor C. M. Leung; James A. Ritcey (IEEE Internet Things J., 2023)

CPAHP: Conditional Privacy-Preserving Authentication Scheme With Hierarchical Pseudonym for 5G-Enabled IoV. - Jingwei Liu; Chuntian Peng; Rong Sun; Lei Liu 031; Ning Zhang 007; Schahram Dustdar; Victor C. M. Leung (IEEE Trans. Veh. Technol., 2023)

Random Beam Switching: A Physical Layer Key Generation Approach to Safeguard mmWave Electronic Devices. - Ying Ju; Guoxue Zou; Haowen Bai; Lei Liu 031; Qingqi Pei; Celimuge Wu; Sattam Al Otaibi (IEEE Trans. Consumer Electron., 2023)

FlexEdge: Digital Twin-Enabled Task Offloading for UAV-Aided Vehicular Edge Computing. - Bin Li 010; Wancheng Xie; Yinghui Ye; Lei Liu 031; Zesong Fei (IEEE Trans. Veh. Technol., 2023)

A Proactive Stable Scheme for Vehicular Collaborative Edge Computing. - Jianhang Liu; Ning Liu; Lei Liu 031; Shibao Li; Hailong Zhu; Peiying Zhang 001 (IEEE Trans. Veh. Technol., 2023)

World State Attack to Blockchain Based IoV and Efficient Protection With Hybrid RSUs Architecture. - Zhen Gao 005; Dongbin Zhang; Jiuzhi Zhang; Lei Liu 031; Dusit Niyato; Victor C. M. Leung (IEEE Trans. Intell. Transp. Syst., 2023)

Temporal Correlation Characteristics of Air-to-Ground Wireless Channel With UAV Wobble. - Xiaobo Yang; Daosen Zhai; Ruonan Zhang 001; Lei Liu 031; F. Richard Yu; Victor C. M. Leung (IEEE Trans. Intell. Transp. Syst., 2023)

On Vehicular Ad-Hoc Networks With Full-Duplex Radios: An End-to-End Delay Perspective. - Momiao Zhou; Lei Liu 031; Yanshi Sun; Kan Wang; Mianxiong Dong; Mohammed Atiquzzaman; Schahram Dustdar (IEEE Trans. Intell. Transp. Syst., 2023)

A Covert Jamming Scheme Against an Intelligent Eavesdropper in Cooperative Cognitive Radio Networks. - Yingkun Wen; Lei Liu 031; Junhuai Li; Xiangwang Hou; Ning Zhang 007; Mianxiong Dong; Mohammed Atiquzzaman; Kan Wang; Yan Huo (IEEE Trans. Veh. Technol., 2023)

Exploring the performance of the DL-based OTFS detection scheme in Internet of vehicles. - Yi Gong 002; Qingyu Li; Lei Liu 031; Fanke Meng; Xiangwang Hou; Zhan Xu (Veh. Commun., 2023)

QoE Fairness Resource Allocation in Digital Twin-Enabled Wireless Virtual Reality Systems. - Jie Feng 004; Lei Liu 031; Xiangwang Hou; Qingqi Pei; Celimuge Wu (IEEE J. Sel. Areas Commun., 2023)

SDSS: Secure Data Sharing Scheme for Edge Enabled IoV Networks. - Jingwei Liu; Yating Li 003; Rong Sun; Lei Liu 031; Ning Zhang 007; F. Richard Yu; Victor C. M. Leung (IEEE Trans. Intell. Transp. Syst., 2023)

Asynchronous Deep Reinforcement Learning for Collaborative Task Computing and On-Demand Resource Allocation in Vehicular Edge Computing. - Lei Liu 031; Jie Feng 004; Xuanyu Mu; Qingqi Pei; Dapeng Lan; Ming Xiao 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Joint Optimization of Security Strength and Resource Allocation for Computation Offloading in Vehicular Edge Computing. - Huizi Xiao; Jun Zhao 007; Jie Feng 004; Lei Liu 031; Qingqi Pei; Weisong Shi (IEEE Trans. Wirel. Commun., 2023)

Multi-RIS Intelligent Collaboration Empowered Secure MmWave D2D Communication. - Jiawei Hu; Ying Ju; Haoyu Wang 015; Lei Liu 031; Qingqi Pei; Yinbo Guo; Celimuge Wu (GLOBECOM, 2024)

Orbital Edge Computing for Remote Sensing Task Offloading in 6G Satellite Networks. - Haofei Li; Chen Chen 006; Fan Jin; Ci He; Celimuge Wu; Lei Liu 031; Qingqi Pei (GLOBECOM, 2024)

Learning-based Big Data Sharing Incentive in Mobile AIGC Networks. - Jinbo Wen; Yang Zhang 025; Yulin Chen; Weifeng Zhong; Xumin Huang; Lei Liu 031; Dusit Niyato (GLOBECOM, 2024)

Secure mmWave-NOMA Multi-BS Vehicular Communications Using Cooperative Jamming. - Yiting Yan; Ying Ju; Jiawei Hu; Lei Liu 031; Qingqi Pei; Kok-Lim Alvin Yau; Celimuge Wu; Ning Zhang 007 (GLOBECOM, 2024)

Heterogeneous Computation and Resource Allocation for Wireless Edge AI. - Zongjie Zhou; Jie Feng 004; Lei Liu 031; Jinkai Wang; Qingqi Pei (GLOBECOM, 2024)

Quality-aware Client Selection and Resource Optimization for Federated Learning in Computing Networks. - Yanyan Liao; Jie Feng 004; Zongjie Zhou; Bodong Shang; Lei Liu 031; Qingqi Pei (ICC, 2024)

Ensemble Learning-based Traffic Classification with Small-Scale Datasets for Wireless Networks. - Xiaorong Wang; Wenting Wei; Xiaoshan Yu 001; Danyang Zheng; Neeraj Kumar 001; Lei Liu 031 (INFOCOM (Workshops), 2024)

Scalable Blockchain-empowered Distributed Computation Offloading: A Deep Reinforcement Learning Approach. - Feng Xu; Zitong Zhao; Lei Liu 031; Xiaoming Yuan 002; Qingqi Pei (INFOCOM (Workshops), 2024)

An Efficient Lightweight Satellite Image Classification Model with Improved MobileNetV3. - Xiaoteng Yang; Lei Liu 031; Xifei Song; Jie Feng 004; Qingqi Pei; Xiaoming Yuan 002; Jianqiao Li (INFOCOM (Workshops), 2024)

Accurate Water Gauge Detection by Image Data Augmentation Using Erase-Copy-Paste. - Guorong Ye; Chen Chen 006; Yang Zhou 032; Hao Wang 003; Lei Liu 031; Qingqi Pei (INFOCOM (Workshops), 2024)

Secure Beamforming and Obstacle Avoidance Trajectory Design for UAV-Assisted ISAC. - Xiaolong Xu 001; Ying Ju; Yulong Tu; Lei Liu 031; Yi Gong 002; Jianbo Du; Kok-Lim Alvin Yau (MobiCom, 2024)

A Cluster-Based Platoon Formation Scheme for Realistic Automated Vehicle Platooning. - Ziye Liu; Chen Chen 006; Qizhong Zhang; Zhiyi Wang; Yoong Choon Chang; Lei Liu 031; Qingqi Pei; Shaohua Wan 001 (NPC (1), 2024)

UAV-RIS-Aided Energy-Efficient and QoS-Aware Emergency Communications Based on DRL. - Jiawei Hu; Ying Ju; Haoyu Wang 015; Lei Liu 031; Qingqi Pei; Yu Gang Shee; Xiaojie Zhu; Celimuge Wu (VTC Fall, 2024)

Secure NOMA-Assisted Multi-User mmWave Vehicular Communications Using Artificial Noise. - Yiting Yan; Ying Ju; Suheng Tian; Lei Liu 031; Jie Feng 004; Jianbo Du; Qingqi Pei; Celimuge Wu (VTC Spring, 2024)

Service Placement and Trajectory Design for Heterogeneous Tasks in Multi-UAV Cooperative Computing Networks. - Bin Li 010; Rongrong Yang; Lei Liu 031; Celimuge Wu (CoRR, 2024)

Variational autoencoder-based neural network model compression. - Liang Cheng; Peiyuan Guan; Amir Taherkordi; Lei Liu 031; Dapeng Lan (CoRR, 2024)

Trajectory Design and Resource Allocation for Multi-UAV-Assisted Sensing, Communication, and Edge Computing Integration. - Sicong Peng; Bin Li 002; Lei Liu 031; Zesong Fei; Dusit Niyato (CoRR, 2024)

An intelligent resource allocation strategy with slicing and auction for private edge cloud systems. - Yuhuai Peng; Jing Wang 227; Xiongang Ye; Fazlullah Khan; Ali Kashif Bashir; Bandar Alshawi; Lei Liu 031; Marwan Omar (Future Gener. Comput. Syst., 2024)

Digital twin-assisted service function chaining in multi-domain computing power networks with multi-agent reinforcement learning. - Kan Wang; Peng Yuan; Mian Ahmad Jan; Fazlullah Khan; Thippa Reddy Gadekallu; Saru Kumari; Hao Pan; Lei Liu 031 (Future Gener. Comput. Syst., 2024)

A Dual-Scale Transformer-Based Remaining Useful Life Prediction Model in Industrial Internet of Things. - Junhuai Li; Kan Wang; Xiangwang Hou; Dapeng Lan; Yunwen Wu; Huaijun Wang; Lei Liu 031; Shahid Mumtaz (IEEE Internet Things J., 2024)

Joint Data Allocation and LSTM-Based Server Selection With Parallelized Federated Learning in LEO Satellite IoT Networks. - Pengxiang Qin; Dongyang Xu; Lei Liu 031; Mianxiong Dong; Shahid Mumtaz; Mohsen Guizani (IEEE Trans. Netw. Sci. Eng., 2024)

Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain. - Youshui Lu; Bowen Cai 004; Xiaojun Tang; Lei Liu 031; Jun Du 001; Shui Yu 001; Mohammed Atiquzzaman; Schahram Dustdar (IEEE Trans. Serv. Comput., 2024)

Deterministic Scheduling and Reliable Routing for Smart Ocean Services in Maritime Internet of Things: A Cross-Layer Approach. - Chenlu Wang; Yuhuai Peng; Jingjing Wu 003; Lei Liu 031; Shahid Mumtaz; Mianxiong Dong; Mohsen Guizani (IEEE Trans. Serv. Comput., 2024)

Physical Layer Security in Full-Duplex Millimeter Wave Communication Systems. - Ying Ju; Wenhui Liu; Mingjie Yang; Lei Liu 031; Qingqi Pei; Ning Zhang 007; Kaoru Ota; Mianxiong Dong; Victor C. M. Leung (IEEE Trans. Veh. Technol., 2024)

Verkle-Accumulator-Based Stateless Transaction Validation (VA-STV) Scheme for the Blockchain-Based IoT Network. - Zhaohui Guo; Zhen Gao 005; Qiang Liu 011; Lei Liu 031; Mianxiong Dong; Ning Zhang 007; Mohammed Atiquzzaman (IEEE Internet Things J., 2024)

Robust Computation Offloading and Trajectory Optimization for Multi-UAV-Assisted MEC: A Multiagent DRL Approach. - Bin Li 010; Rongrong Yang; Lei Liu 031; Junyi Wang 002; Ning Zhang 007; Mianxiong Dong (IEEE Internet Things J., 2024)

On-Demand Centralized Resource Allocation for IoT Applications: AI-Enabled Benchmark. - Ran Zhang; Lei Liu 031; Mianxiong Dong; Kaoru Ota (Sensors, 2024)

Blockchain-Based Distributed Collaborative Computing for Vehicular Digital Twin Network. - Lei Liu 031; Junqi Fu; Jie Feng 004; Guopeng Wang; Qingqi Pei; Schahram Dustdar (IEEE Netw., 2024)

NOMA-Assisted Secure Offloading for Vehicular Edge Computing Networks With Asynchronous Deep Reinforcement Learning. - Ying Ju; Zhiwei Cao; Yuchao Chen; Lei Liu 031; Qingqi Pei; Shahid Mumtaz; Mianxiong Dong; Mohsen Guizani (IEEE Trans. Intell. Transp. Syst., 2024)

Reliability-Security Tradeoff Analysis in mmWave Ad Hoc-based CPS. - Ying Ju; Mingjie Yang; Chinmay Chakraborty; Lei Liu 031; Qingqi Pei; Ming Xiao 001; Keping Yu (ACM Trans. Sens. Networks, 2024)

Reputation Management for Consensus Mechanism in Vehicular Edge Metaverse. - Lei Liu 031; Jie Feng 004; Celimuge Wu; Chen Chen 006; Qingqi Pei (IEEE J. Sel. Areas Commun., 2024)

Joint Beamforming and Reflecting Design for IRS-Aided Wireless Powered Over-the-Air Computation and Communication Networks. - Sun Mao; Ning Zhang 007; Lei Liu 031; Tang Liu 001; Jie Hu 001; Kun Yang 001; Dusit Niyato (IEEE Trans. Commun., 2024)

Federated Generative Artificial Intelligence Empowered Traffic Flow Prediction Under Vehicular Computing Power Networks. - Yujie Ye; Zitong Zhao; Lei Liu 031; Jie Feng 004; Jun Du 001; Qingqi Pei (IEEE Internet Things Mag., 2024)

A Web Knowledge-Driven Multimodal Retrieval Method in Computational Social Systems: Unsupervised and Robust Graph Convolutional Hashing. - Youxiang Duan; Ning Chen 011; Ali Kashif Bashir; Mohammad Dahman Alshehri; Lei Liu 031; Peiying Zhang 001; Keping Yu (IEEE Trans. Comput. Soc. Syst., 2024)

A Comprehensive Privacy-Preserving Federated Learning Scheme With Secure Authentication and Aggregation for Internet of Medical Things. - Jingwei Liu; Jin Zhang; Mian Ahmad Jan; Rong Sun; Lei Liu 031; Sahil Verma; Pushpita Chatterjee (IEEE J. Biomed. Health Informatics, 2024)

Post-Quantum Authentication Against Cyber-Physical Attacks in V2X-Based Autonomous Vehicle Platoon. - Dongyang Xu; Keping Yu; Lei Liu 031; Guolong Chen; Neeraj Kumar 001; Mohsen Guizani; James A. Ritcey (IEEE Trans. Intell. Transp. Syst., 2024)

Toward Robust and Generalizable Federated Graph Neural Networks for Decentralized Spatial-Temporal Data Modeling. - Yuxing Tian; Lei Liu 031; Jie Feng 004; Qingqi Pei; Chen Chen 006; Jun Du 001; Celimuge Wu (IEEE Trans. Netw. Serv. Manag., 2024)

Multi-Agent Reinforcement Learning-Based Trading Decision-Making in Platooning-Assisted Vehicular Networks. - Tingting Xiao; Chen Chen 006; Mianxiong Dong; Kaoru Ota; Lei Liu 031; Schahram Dustdar (IEEE/ACM Trans. Netw., 2024)

Toward Green RF Chain Design for Integrated Sensing and Communications: Technologies and Future Directions. - Yi Gong 002; Xinru Li; Fanke Meng; Lei Liu 031; Mohsen Guizani; Zhan Xu (IEEE Commun. Mag., 2024)

Joint Association, Trajectory, Offloading, and Resource Optimization in Air and Ground Cooperative MEC Systems. - Chen Wang 015; Daosen Zhai; Ruonan Zhang 001; Lin Cai 001; Lei Liu 031; Mianxiong Dong (IEEE Trans. Veh. Technol., 2024)

A Low-Cost and Lightweight Real-Time Object-Detection Method Based on UAV Remote Sensing in Transportation Systems. - Ziye Liu; Chen Chen 006; Ziqin Huang; Yoong Choon Chang; Lei Liu 031; Qingqi Pei (Remote. Sens., 2024)

Energy-Efficient Cooperative Secure Communications in mmWave Vehicular Networks Using Deep Recurrent Reinforcement Learning. - Ying Ju; Zipeng Gao; Haoyu Wang 015; Lei Liu 031; Qingqi Pei; Mianxiong Dong; Shahid Mumtaz; Victor C. M. Leung (IEEE Trans. Intell. Transp. Syst., 2024)

A Privacy-Preserving Federated Learning Framework With Lightweight and Fair in IoT. - Yange Chen; Lei Liu 031; Yuan Ping; Mohammed Atiquzzaman; Shahid Mumtaz; Zhili Zhang; Mohsen Guizani; Zhihong Tian (IEEE Trans. Netw. Serv. Manag., 2024)

Modular-Based Compression Scheme for Address Data in the Blockchain System for IoV Applications. - Zhaohui Guo; Qiang Liu 011; Zhen Gao 005; Lei Liu 031; Yi Gong 002; Ximeng Liu; Neeraj Kumar 001; Mohsen Guizani (IEEE Trans. Veh. Technol., 2024)

Joint Detection and Communication System Design via Combination of Index and Phase Modulations. - Wei Men; Jun Du 001; Jingwei Yin; Liang Zhang 036; Lei Liu 031; Yong Ren 001; Dusit Niyato (IEEE Trans. Wirel. Commun., 2024)

Secrecy Rate Maximization for Intelligent Reflecting Surface-Assisted MIMO Systems in Vehicular Networks. - Xinze Li; Zheng Li; Zhengyu Zhu 001; Dawei Zhang 006; Lei Liu 031; Mohammed Atiquzzaman (IEEE Internet Things J., 2024)

AI-Empowered Intelligent Search for Path Planning in UAV-Assisted Data Collection Networks. - Xueqiang Li 001; Ming Tao 001; Shuling Yang; Mian Ahmad Jan; Jun Du 001; Lei Liu 031; Celimuge Wu (IEEE Internet Things J., 2024)

A cloud-edge collaborative computing framework using potential games for space-air-ground integrated IoT. - Yuhuai Peng; Xiaoliang Guang; Xinyu Zhang; Lei Liu 031; Cemulige Wu; Lei Huang (EURASIP J. Adv. Signal Process., 2024)

Blockchain-Based Security Deployment and Resource Allocation in SDN-Enabled MEC System. - Dongxiao Zhao; Dawei Zhang 006; Qingqi Pei; Lei Liu 031; Peixin Yue (IEEE Internet Things J., 2024)

Multi-Domain Resource Management for Space-Air-Ground Integrated Sensing, Communication, and Computation Networks. - Sun Mao; Lei Liu 031; Xiangwang Hou; Mohammed Atiquzzaman; Kun Yang 001 (IEEE J. Sel. Areas Commun., 2024)

Covert Communications Aided by Cooperative Jamming in Overlay Cognitive Radio Networks. - Yingkun Wen; Lei Liu 031; Junhuai Li; Yilan Li; Kan Wang; Shui Yu 001; Mohsen Guizani (IEEE Trans. Mob. Comput., 2024)

Beamforming Design for Multi-Sector BD-RIS Assisted FL with AirComp. - Xiaolong Xu 001; Ying Ju; Zhenghao Li; Xiangwang Hou; Lei Liu 031; Shahid Mumtaz; Celimuge Wu (WCNC, 2025)

Toward next-generation networks: A blockchain-based approach for core network architecture and roaming identity verification. - Yi Gong 002; Boyuan Yu; Lei Yang; Fanke Meng; Lei Liu 031; Xinjue Hu; Zhan Xu (Digit. Commun. Networks, 2025)

A UAV Power Line Patrolling System With Edge Intelligence and Beidou SMS in Signal Loss Area. - Chen Chen 006; Yongjie Cheng; Zeng Dou; Huimin Li; Lei Liu 031; Qingqi Pei; Shaohua Wan 001 (IEEE Internet Things J., 2025)

Resource Allocation for Task-Oriented Generative Artificial Intelligence in Internet of Things. - Jie Feng 004; Xinqi Huang; Lei Liu 031; Mengmeng Yang 002; Qingqi Pei; Yu Gang Shee (IEEE Internet Things J., 2025)

Digital Twin Assisted Economic Dispatch for Energy Internet With Information Entropy. - Rufei Ren; Yushuai Li; Qiuye Sun; Xiangpeng Xie 001; Lei Liu 031; David Wenzhong Gao (IEEE Trans Autom. Sci. Eng., 2025)

EPFFL: Enhancing Privacy and Fairness in Federated Learning for Distributed E-Healthcare Data Sharing Services. - Jingwei Liu; Yating Li 003; Mengjiao Zhao; Lei Liu 031; Neeraj Kumar 001 (IEEE Trans. Dependable Secur. Comput., 2025)

UAV Assisted BS Sleep Strategy for Green Communication. - Huan Li; Daosen Zhai; Ruonan Zhang 001; Lei Liu 031; Celimuge Wu; Shahid Mumtaz; Mohsen Guizani (IEEE Trans. Netw. Sci. Eng., 2025)

Joint Time-Frequency Pseudo Anomalies for Multimodal Electrocardiogram Quality Assessment in Healthcare Service Computing. - Xunhua Huang; Liang Xi; Haoyi Fan; Fengbin Zhang; Xu Yu 001; Lei Liu 031; Mianxiong Dong; Mohsen Guizani (IEEE Trans. Serv. Comput., 2025)

Reinforcement learning in sentiment analysis: a review and future directions. - Jer Min Eyu; Kok-Lim Alvin Yau; Lei Liu 031; Yung-Wey Chong (Artif. Intell. Rev., 2025)

Iris: Toward Intelligent Reliable Routing for Software-Defined Satellite Networks. - Wenting Wei; Liying Fu; Huaxi Gu; Xueyu Lu; Lei Liu 031; Shahid Mumtaz; Mohsen Guizani (IEEE Trans. Commun., 2025)

Context Correlation Discrepancy Analysis for Graph Anomaly Detection. - Ruidong Wang; Liang Xi; Fengbin Zhang; Haoyi Fan; Xu Yu 001; Lei Liu 031; Shui Yu 001; Victor C. M. Leung (IEEE Trans. Knowl. Data Eng., 2025)

An All-Digital Spread Spectrum Method With Distortion Correction for Filterless Digital Class-D Amplifiers. - Zeqi Yu; Haokai Liu; Lei Liu 031; Ning Zhang 007; Kaoru Ota; Mianxiong Dong (IEEE Trans. Veh. Technol., 2025)

Connectivity Analysis for V2I Communications in Cognitive Vehicular Networks. - Xuan Li; Lei Liu 031; Ruiwei Zhou; Ning Zhang 007; Celimuge Wu; Mohammed Atiquzzaman; Mohsen Guizani (IEEE Trans. Veh. Technol., 2025)

Cooperative IRS and IOS-Aided Finite Blocklength Covert Communications in NOMA Networks. - Qiang Li 031; Dongyang Xu; Lei Liu 031; Jianbo Du; Dusit Niyato; Mohsen Guizani (IEEE Trans. Veh. Technol., 2025)

Adaptive and Parallel Split Federated Learning in Vehicular Edge Computing. - Xianke Qiang; Zheng Chang 001; Yun Hu 001; Lei Liu 031; Timo Hämäläinen 002 (IEEE Internet Things J., 2025)

Split Federated Learning for UAV-Enabled Integrated Sensing, Computation, and Communication. - Xiangwang Hou; Jingjing Wang 001; Zekai Zhang; Jiacheng Wang 001; Lei Liu 031; Yong Ren 001 (CoRR, 2025)

Service Placement and Trajectory Design for Heterogeneous Tasks in Multi-UAV Edge Computing Networks. - Bin Li 010; Rongrong Yang; Lei Liu 031; Celimuge Wu (IEEE Internet Things J., 2025)

Trajectory Design and Resource Allocation for Multi-UAV-Assisted Sensing, Communication, and Edge Computing Integration. - Sicong Peng; Bin Li 010; Lei Liu 031; Zesong Fei; Dusit Niyato (IEEE Trans. Commun., 2025)

Vehicular Edge Computing in Satellite-Terrestrial Integrated Networks. - Caiguo Li; Bodong Shang; Jie Feng 004; Lei Liu 031; Shanzhi Chen (IEEE Trans. Intell. Transp. Syst., 2025)

A Geometry-Based Stochastic Channel Model for UAV-to-Ground Integrated Sensing and Communication Scenarios. - Xiaobo Yang; Daosen Zhai; Ruonan Zhang 001; Lei Liu 031; Jun Du 001; Victor C. M. Leung (IEEE Trans. Veh. Technol., 2025)

Reputation-Based Model Aggregation and Resource Optimization in Wireless Federated Learning Systems. - Jie Feng 004; Yanyan Liao; Lei Liu 031; Qingqi Pei; Ning Zhang 007; Keqin Li 001 (IEEE Trans. Wirel. Commun., 2025)

Edge Computing Empowered Holographic Video Communication: A Multi-Objective Hierarchical Reinforcement Learning Approach. - Xifei Song; Jie Feng 004; Qingqi Pei; Lei Liu 031; Celimuge Wu; Cong Gao (IEEE Wirel. Commun., 2025)

A Deep-Learning-Based Traffic Classification Method for 5G Aerial Computing Networks. - Chen Chen 006; Ziye Liu; Yuejun Yu; Fan Jin; Wei Han; Stefano Berretti; Lei Liu 031; Qingqi Pei (IEEE Internet Things J., 2025)

Byzantine-Robust Hierarchical Aggregation for Cross-Device Federated Learning in Consumer IoT. - Jingwei Liu; Yufeng Wu; Wei Du; Rong Sun; Guangxia Xu; Lei Liu 031; Celimuge Wu (IEEE Trans. Consumer Electron., 2025)

Optimizing Resource Utilization in Consumer Electronics Networks Through an Enhanced Grey Wolf Optimization Algorithm With UAV Collaboration. - Xiaoteng Yang; Jie Feng 004; Lei Liu 031; Qingqi Pei (IEEE Trans. Consumer Electron., 2025)

Reliability Enhancement for V2V Communications: via AF Relay Versus via Passive RIS. - Momiao Zhou; Fan Wu 007; Kan Wang; Yanshi Sun; Lei Liu 031; Shahid Mumtaz; Mohsen Guizani; Dusit Niyato (IEEE Trans. Commun., 2025)

An Efficient Multiband Infrared Small Objects Detection Approach for Low-Altitude Artificial Intelligence of Things. - Yuhuai Peng; Jing Wang 227; Wenqian Wang; Lei Liu 031; Mohammed Atiquzzaman; Mohsen Guizani; Schahram Dustdar (IEEE Internet Things J., 2025)

Age of Information Analysis for CR-NOMA Aided Uplink Systems With Randomly Arrived Packets. - Yanshi Sun; Yanglin Ye; Zhiguo Ding 001; Momiao Zhou; Lei Liu 031 (IEEE Trans. Commun., 2025)

Delay-Aware Digital Twin Synchronization in Mobile Edge Networks With Semantic Communications. - Bin Li 010; Haichen Cai; Lei Liu 031; Zesong Fei (IEEE Trans. Veh. Technol., 2025)

Rotatable RIS-Assisted Edge Computing: Orientation, Task Offloading, and Resource Optimization. - Bin Li 010; Dongdong Yang; Lei Liu 031 (IEEE Trans. Veh. Technol., 2025)