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2020 – today
- 2024
[j146]Bowen Zhao
, Wei-Neng Chen, Xiaoguo Li, Ximeng Liu, Qingqi Pei, Jun Zhang:
When Evolutionary Computation Meets Privacy. IEEE Comput. Intell. Mag. 19(1): 66-74 (2024)- [j145]Qianwen Li, Xiang Wang, Qingqi Pei, Xiaohua Chen, Kwok-Yan Lam:
Consistency preserving database watermarking algorithm for decision trees. Digit. Commun. Networks 10(6): 1851-1863 (2024) - [j144]Dongxiao Zhao, Dawei Zhang, Qingqi Pei, Lei Liu, Peixin Yue:
Blockchain-Based Security Deployment and Resource Allocation in SDN-Enabled MEC System. IEEE Internet Things J. 11(24): 40417-40430 (2024) - [j143]Yujie Ye, Zitong Zhao, Lei Liu, Jie Feng, Jun Du, Qingqi Pei:
Federated Generative Artificial Intelligence Empowered Traffic Flow Prediction Under Vehicular Computing Power Networks. IEEE Internet Things Mag. 7(3): 56-61 (2024) - [j142]Lei Liu, Jie Feng, Celimuge Wu, Chen Chen, Qingqi Pei:
Reputation Management for Consensus Mechanism in Vehicular Edge Metaverse. IEEE J. Sel. Areas Commun. 42(4): 919-932 (2024) - [j141]Lei Liu, Junqi Fu, Jie Feng, Guopeng Wang, Qingqi Pei, Schahram Dustdar:
Blockchain-Based Distributed Collaborative Computing for Vehicular Digital Twin Network. IEEE Netw. 38(2): 164-170 (2024) - [j140]Ziye Liu, Chen Chen, Ziqin Huang, Yoong Choon Chang, Lei Liu, Qingqi Pei:
A Low-Cost and Lightweight Real-Time Object-Detection Method Based on UAV Remote Sensing in Transportation Systems. Remote. Sens. 16(19): 3712 (2024) - [j139]Xiaojing Chen, Zhenyuan Li, Wei Ni, Xin Wang, Shunqing Zhang, Yanzan Sun, Shugong Xu, Qingqi Pei:
Toward Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach. IEEE Trans. Commun. 72(12): 7798-7813 (2024) - [j138]Bowen Zhao, Wei-Neng Chen, Feng-Feng Wei, Ximeng Liu, Qingqi Pei, Jun Zhang:
PEGA: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization. IEEE Trans. Cybern. 54(6): 3638-3651 (2024) - [j137]Bowen Zhao, Weiquan Deng, Xiaoguo Li, Ximeng Liu, Qingqi Pei, Robert H. Deng:
SOCI+: An Enhanced Toolkit for Secure Outsourced Computation on Integers. IEEE Trans. Inf. Forensics Secur. 19: 5607-5619 (2024) - [j136]Jing Lei, Le Wang, Qingqi Pei, Wenhai Sun, Xiaodong Lin, Xuefeng Liu:
PrivGrid: Privacy-Preserving Individual Load Forecasting Service for Smart Grid. IEEE Trans. Inf. Forensics Secur. 19: 6856-6870 (2024) - [j135]Yong Zeng, Jiale Liu, Tong Dong, Qingqi Pei, Jianfeng Ma, Yao Liu:
Eyes See Hazy while Algorithms Recognize Who You Are. ACM Trans. Priv. Secur. 27(1): 7:1-7:23 (2024) - [j134]Ying Ju, Zhiwei Cao, Yuchao Chen, Lei Liu, Qingqi Pei, Shahid Mumtaz, Mianxiong Dong, Mohsen Guizani:
NOMA-Assisted Secure Offloading for Vehicular Edge Computing Networks With Asynchronous Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 25(3): 2627-2640 (2024) - [j133]Ying Ju, Zipeng Gao, Haoyu Wang, Lei Liu, Qingqi Pei, Mianxiong Dong, Shahid Mumtaz, Victor C. M. Leung:
Energy-Efficient Cooperative Secure Communications in mmWave Vehicular Networks Using Deep Recurrent Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 25(10): 14460-14475 (2024) - [j132]Tingting Xiao, Chen Chen, Qingqi Pei, Zhiyuan Jiang, Shugong Xu:
SFO: An Adaptive Task Scheduling Based on Incentive Fleet Formation and Metrizable Resource Orchestration for Autonomous Vehicle Platooning. IEEE Trans. Mob. Comput. 23(7): 7695-7713 (2024) - [j131]Bowen Zhao, Weibin Guo, Bo Tian, Cheng Qiao, Qingqi Pei, Ximeng Liu:
RATE: Privacy-Preserving Task Assignment With Bi-Objective Optimization for Mobile Crowdsensing. IEEE Trans. Mob. Comput. 23(12): 13851-13865 (2024) - [j130]Yang Yang, Chen Chen, Rose Qingyang Hu, Schahram Dustdar, Qingqi Pei:
Guest Editorial: Introduction to the Special Section on Aerial Computing Networks in 6G. IEEE Trans. Netw. Sci. Eng. 11(6): 5130-5134 (2024) - [j129]Yuxing Tian, Lei Liu, Jie Feng, Qingqi Pei, Chen Chen, Jun Du, Celimuge Wu:
Toward Robust and Generalizable Federated Graph Neural Networks for Decentralized Spatial-Temporal Data Modeling. IEEE Trans. Netw. Serv. Manag. 21(3): 2637-2650 (2024) - [j128]Ying Ju, Mingjie Yang, Chinmay Chakraborty, Lei Liu, Qingqi Pei, Ming Xiao, Keping Yu:
Reliability-Security Tradeoff Analysis in mmWave Ad Hoc-based CPS. ACM Trans. Sens. Networks 20(2): 28:1-28:23 (2024) - [j127]Ying Ju, Wenhui Liu, Mingjie Yang, Lei Liu, Qingqi Pei, Ning Zhang, Kaoru Ota, Mianxiong Dong, Victor C. M. Leung:
Physical Layer Security in Full-Duplex Millimeter Wave Communication Systems. IEEE Trans. Veh. Technol. 73(2): 2816-2829 (2024) - [c115]Yuxia Zhan, Yan Meng, Lu Zhou, Yichang Xiong, Xiaokuan Zhang, Lichuan Ma, Guoxing Chen, Qingqi Pei, Haojin Zhu:
VPVet: Vetting Privacy Policies of Virtual Reality Apps. CCS 2024: 1746-1760 - [c114]Haowen Bai, Ying Ju, Jiawei Hu, Haoyu Wang, Qingqi Pei, Mian Ahmad Jan, Celimuge Wu:
User Schedule and Single-User RIS Allocation in QoS-Aware MmWave Vehicular Networks. ICC 2024: 993-998 - [c113]Yanyan Liao, Jie Feng, Zongjie Zhou, Bodong Shang, Lei Liu, Qingqi Pei:
Quality-aware Client Selection and Resource Optimization for Federated Learning in Computing Networks. ICC 2024: 2628-2633 - [c112]Feng Xu, Zitong Zhao, Lei Liu, Xiaoming Yuan, Qingqi Pei:
Scalable Blockchain-empowered Distributed Computation Offloading: A Deep Reinforcement Learning Approach. INFOCOM (Workshops) 2024: 1-6 - [c111]Xiaoteng Yang, Jie Feng, Xifei Song, Feng Xu, Yuan Liu, Qingqi Pei, Celimuge Wu:
Multi-Aspect Edge Device Association Based on Time-Series Dynamic Interaction Networks. INFOCOM (Workshops) 2024: 1-6 - [c110]Xiaoteng Yang, Lei Liu, Xifei Song, Jie Feng, Qingqi Pei, Xiaoming Yuan, Jianqiao Li:
An Efficient Lightweight Satellite Image Classification Model with Improved MobileNetV3. INFOCOM (Workshops) 2024: 1-6 - [c109]Guorong Ye, Chen Chen, Yang Zhou, Hao Wang, Lei Liu, Qingqi Pei:
Accurate Water Gauge Detection by Image Data Augmentation Using Erase-Copy-Paste. INFOCOM (Workshops) 2024: 1-6 - [c108]Jiawei Hu, Ying Ju, Haoyu Wang, Lei Liu, Qingqi Pei, Y. G. Shee, Xiaojie Zhu, Celimuge Wu:
UAV-RIS-Aided Energy-Efficient and QoS-Aware Emergency Communications Based on DRL. VTC Fall 2024: 1-5 - [c107]Yiting Yan, Ying Ju, Suheng Tian, Lei Liu, Jie Feng, Jianbo Du, Qingqi Pei, Celimuge Wu:
Secure NOMA-Assisted Multi-User mmWave Vehicular Communications Using Artificial Noise. VTC Spring 2024: 1-6 - [i8]Chengxuan Li, Di Huang, Zeyu Lu, Yang Xiao, Qingqi Pei, Lei Bai:
A Survey on Long Video Generation: Challenges, Methods, and Prospects. CoRR abs/2403.16407 (2024) - [i7]Xiaojing Chen, Zhenyuan Li, Wei Ni, Xin Wang, Shunqing Zhang, Yanzan Sun, Shugong Xu, Qingqi Pei:
Towards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach. CoRR abs/2406.14910 (2024) - [i6]Yuxia Zhan, Yan Meng, Lu Zhou, Yichang Xiong, Xiaokuan Zhang, Lichuan Ma, Guoxing Chen, Qingqi Pei, Haojin Zhu:
VPVet: Vetting Privacy Policies of Virtual Reality Apps. CoRR abs/2409.00740 (2024) - [i5]Weiquan Deng, Bowen Zhao, Yang Xiao, Yantao Zhong, Qingqi Pei, Ximeng Liu:
MORSE: An Efficient Homomorphic Secret Sharing Scheme Enabling Non-Linear Operation. CoRR abs/2410.06514 (2024) - [i4]Bowen Zhao, Jiuhui Li, Peiming Xu, Xiaoguo Li, Qingqi Pei, Yulong Shen:
TRUST: A Toolkit for TEE-Assisted Secure Outsourced Computation over Integers. CoRR abs/2412.01073 (2024) - 2023
- [j126]Jianlong Zhang, Guangzu Fang, Bin Wang, Xiaobo Zhou, Qingqi Pei, Chen Chen:
Monocular 3D object detection with Pseudo-LiDAR confidence sampling and hierarchical geometric feature extraction in 6G network. Digit. Commun. Networks 9(4): 827-835 (2023) - [j125]Xiaoliang Ma, Congjian Deng, Dequan Du, Qingqi Pei:
An enhanced method for dialect transcription via error-correcting thesaurus. IET Commun. 17(17): 1984-1997 (2023) - [j124]Zhaohui Wei, Qingqi Pei, Ning Zhang, Xuefeng Liu, Celimuge Wu, Amirhosein Taherkordi:
Lightweight Federated Learning for Large-Scale IoT Devices With Privacy Guarantee. IEEE Internet Things J. 10(4): 3179-3191 (2023) - [j123]Jie Yin, Yang Xiao, Qingqi Pei, Ying Ju, Lei Liu, Ming Xiao, Celimuge Wu:
SmartDID: A Novel Privacy-Preserving Identity Based on Blockchain for IoT. IEEE Internet Things J. 10(8, April 15): 6718-6732 (2023) - [j122]Yang Xiao, Chengjia Yan, Shuo Lyu, Qingqi Pei, Ximeng Liu, Ning Zhang, Mianxiong Dong:
Defed: An Edge-Feature-Enhanced Image Denoised Network Against Adversarial Attacks for Secure Internet of Things. IEEE Internet Things J. 10(8, April 15): 6836-6848 (2023) - [j121]Jie Feng, Lei Liu, Xiangwang Hou, Qingqi Pei, Celimuge Wu:
QoE Fairness Resource Allocation in Digital Twin-Enabled Wireless Virtual Reality Systems. IEEE J. Sel. Areas Commun. 41(11): 3355-3368 (2023) - [j120]Qianwen Li, Xiang Wang, Qingqi Pei:
A robust reversible watermarking scheme overcomes the misalignment problem of generalized histogram shifting. Multim. Tools Appl. 82(5): 7207-7227 (2023) - [j119]Enyuan Zhou, Song Guo, Zicong Hong, Christian S. Jensen, Yang Xiao, Dalin Zhang, Jinwen Liang, Qingqi Pei:
VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs. Proc. VLDB Endow. 17(4): 912-925 (2023) - [j118]Xiaoying Shen, Zhen Wang, Baocang Wang, Licheng Wang, Qingqi Pei:
A Privacy-Preserving Ride-Matching Scheme Without a Trusted Third-Party Server. IEEE Syst. J. 17(4): 6413-6424 (2023) - [j117]Ying Ju, Guoxue Zou, Haowen Bai, Lei Liu, Qingqi Pei, Celimuge Wu, Sattam Al Otaibi:
Random Beam Switching: A Physical Layer Key Generation Approach to Safeguard mmWave Electronic Devices. IEEE Trans. Consumer Electron. 69(3): 594-607 (2023) - [j116]Ying Ju, Haoyu Wang, Yuchao Chen, Tong-Xing Zheng, Qingqi Pei, Jinhong Yuan, Naofal Al-Dhahir:
Deep Reinforcement Learning Based Joint Beam Allocation and Relay Selection in mmWave Vehicular Networks. IEEE Trans. Commun. 71(4): 1997-2012 (2023) - [j115]Xindi Ma, Qi Jiang, Ximeng Liu, Qingqi Pei, Jianfeng Ma, Wenjing Lou:
Learning in Your "Pocket": Secure Collaborative Deep Learning With Membership Privacy. IEEE Trans. Dependable Secur. Comput. 20(3): 2641-2656 (2023) - [j114]Yang Xiao, Zhuolin Xing, Alex X. Liu, Lei Bai, Qingqi Pei, Lina Yao:
Cure-GNN: A Robust Curvature-Enhanced Graph Neural Network Against Adversarial Attacks. IEEE Trans. Dependable Secur. Comput. 20(5): 4214-4229 (2023) - [j113]Bowen Zhao, Xiaoguo Li, Ximeng Liu, Qingqi Pei, Yingjiu Li, Robert H. Deng:
CrowdFA: A Privacy-Preserving Mobile Crowdsensing Paradigm via Federated Analytics. IEEE Trans. Inf. Forensics Secur. 18: 5416-5430 (2023) - [j112]Chen Chen, Guorun Yao, Lei Liu, Qingqi Pei, Houbing Song, Schahram Dustdar:
A Cooperative Vehicle-Infrastructure System for Road Hazards Detection With Edge Intelligence. IEEE Trans. Intell. Transp. Syst. 24(5): 5186-5198 (2023) - [j111]Ying Ju, Yuchao Chen, Zhiwei Cao, Lei Liu, Qingqi Pei, Ming Xiao, Kaoru Ota, Mianxiong Dong, Victor C. M. Leung:
Joint Secure Offloading and Resource Allocation for Vehicular Edge Computing Network: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 24(5): 5555-5569 (2023) - [j110]Lei Liu, Jie Feng, Xuanyu Mu, Qingqi Pei, Dapeng Lan, Ming Xiao:
Asynchronous Deep Reinforcement Learning for Collaborative Task Computing and On-Demand Resource Allocation in Vehicular Edge Computing. IEEE Trans. Intell. Transp. Syst. 24(12): 15513-15526 (2023) - [j109]Enyuan Zhou, Zicong Hong, Yang Xiao, Dongxiao Zhao, Qingqi Pei, Song Guo, Rajendra Akerkar:
MSTDB: A Hybrid Storage-Empowered Scalable Semantic Blockchain Database. IEEE Trans. Knowl. Data Eng. 35(8): 8228-8244 (2023) - [j108]Cong Wang, Chen Chen, Qingqi Pei, Zhiyuan Jiang, Shugong Xu:
An Information-Centric In-Network Caching Scheme for 5G-Enabled Internet of Connected Vehicles. IEEE Trans. Mob. Comput. 22(6): 3137-3150 (2023) - [j107]Lei Liu, Yuxing Tian, Chinmay Chakraborty, Jie Feng, Qingqi Pei, Li Zhen, Keping Yu:
Multilevel Federated Learning-Based Intelligent Traffic Flow Forecasting for Transportation Network Management. IEEE Trans. Netw. Serv. Manag. 20(2): 1446-1458 (2023) - [j106]Huizi Xiao, Lin Cai, Jie Feng, Qingqi Pei, Weisong Shi:
Resource Optimization of MAB-Based Reputation Management for Data Trading in Vehicular Edge Computing. IEEE Trans. Wirel. Commun. 22(8): 5278-5290 (2023) - [j105]Huizi Xiao, Jun Zhao, Jie Feng, Lei Liu, Qingqi Pei, Weisong Shi:
Joint Optimization of Security Strength and Resource Allocation for Computation Offloading in Vehicular Edge Computing. IEEE Trans. Wirel. Commun. 22(12): 8751-8765 (2023) - [c106]Hui Yang, Ruilin Yang, Heqiu Cai, Xiao Zhang, Qingqi Pei, Shaowei Wang, Hongyang Yan:
SSL-ABD : An Adversarial Defense Method Against Backdoor Attacks in Self-supervised Learning. AIS&P (1) 2023: 456-467 - [c105]Guorun Yao, Chen Chen, Li Cong, Ci He, Shi Bai, Ying Ju, Qingqi Pei:
Accessible Distributed Hydrological Surveillance and Computing System with Integrated End-Edge-Cloud Architecture. GLOBECOM 2023: 789-794 - [c104]Xifei Song, Lei Liu, Junqi Fu, Xueyao Zhang, Jie Feng, Qingqi Pei:
A Reinforcement Learning-based DAG Tasks Scheduling in Edge-Cloud Collaboration Systems. GLOBECOM 2023: 1771-1776 - [c103]Jingwei Liu, Tiezheng Ma, Huachong Zhang, Wei Liu, Qingqi Pei:
Efficient Sample Alignment with Fast Polynomial Interpolation for Vertical Federated Learning. GLOBECOM 2023: 2596-2601 - [c102]Suheng Tian, Ying Ju, Lei Liu, Qingqi Pei, Ning Zhang, Celimuge Wu, Shahid Mumtaz:
Secure Terahertz Indoor Communications Using Blockage Feature-Based Artificial Noise in 6G. GLOBECOM 2023: 7261-7266 - [c101]Jingyi Tian, Yang Xiao, Enyuan Zhou, Qingqi Pei:
A Cross-Chain System Supports Verifiable Complete Data Provenance Queries. ICA3PP (3) 2023: 230-249 - [c100]Ying Ju, Zipeng Gao, Lei Liu, Qingqi Pei, Keping Yu, Joel J. P. C. Rodrigues:
Secure mmWave Vehicular Communications with DRL-Based Joint Relay and Jammer Selection. ICC 2023: 5221-5226 - [c99]Ying Ju, Zhiwei Cao, Yuchao Chen, Lei Liu, Qingqi Pei, Shahid Mumtaz:
Energy Efficient Secure Offloading in NOMA-aided Vehicular Networks Using A3C Learning. ICC 2023: 6114-6119 - [c98]Jiaxin Song, Ying Ju, Lei Liu, Qingqi Pei, Celimuge Wu, Mian Ahmad Jan, Shahid Mumtaz:
Trustworthy and Load-Balancing Routing Scheme for Satellite Services with Multi-Agent DRL. INFOCOM Workshops 2023: 1-6 - [c97]Chengxuan Li, Zhou Yang, Yang Xiao, Haozhao Liu, Yuning Zhang, Qingqi Pei:
Defense Against Adversarial Attacks via Adversarial Noise Denoising Networks in Image Recognition. NaNA 2023: 520-526 - [c96]Suheng Tian, Ying Ju, Mingjie Yang, Lei Liu, Jie Feng, Qingqi Pei, Mian Ahmad Jan, Celimuge Wu:
Blockage-Based Cooperative Jamming for Secure Terahertz Transmissions in Indoor Networks. VTC Fall 2023: 1-5 - [i3]Bowen Zhao, Wei-Neng Chen, Xiaoguo Li, Ximeng Liu, Qingqi Pei, Jun Zhang:
When Evolutionary Computation Meets Privacy. CoRR abs/2304.01205 (2023) - [i2]Bowen Zhao, Weiquan Deng, Xiaoguo Li, Ximeng Liu, Qingqi Pei, Robert H. Deng:
SOCI^+: An Enhanced Toolkit for Secure OutsourcedComputation on Integers. CoRR abs/2309.15406 (2023) - 2022
- [j104]Huizi Xiao, Qingqi Pei, Xifei Song, Weisong Shi:
Authentication Security Level and Resource Optimization of Computation Offloading in Edge Computing Systems. IEEE Internet Things J. 9(15): 13010-13023 (2022) - [j103]Haoyu Wang, Ying Ju, Ning Zhang, Qingqi Pei, Lei Liu, Mianxiong Dong, Victor C. M. Leung:
Resisting Malicious Eavesdropping: Physical Layer Security of mmWave MIMO Communications in Presence of Random Blockage. IEEE Internet Things J. 9(17): 16372-16385 (2022) - [j102]Jingwei Liu, Yating Li, Rong Sun, Qingqi Pei, Ning Zhang, Mianxiong Dong, Victor C. M. Leung:
EMK-ABSE: Efficient Multikeyword Attribute-Based Searchable Encryption Scheme Through Cloud-Edge Coordination. IEEE Internet Things J. 9(19): 18650-18662 (2022) - [j101]Qianwen Li, Xiang Wang, Qingqi Pei, Kwok-Yan Lam, Ning Zhang, Mianxiong Dong, Victor C. M. Leung:
Database Watermarking Algorithm Based on Decision Tree Shift Correction. IEEE Internet Things J. 9(23): 24373-24387 (2022) - [j100]Zhan Liao, Chen Chen, Ying Ju, Ci He, Jiange Jiang, Qingqi Pei:
Multi-Controller Deployment in SDN-Enabled 6G Space-Air-Ground Integrated Network. Remote. Sens. 14(5): 1076 (2022) - [j99]Chen Chen, Rufei Fu, Xiaojian Ai, Chengbin Huang, Li Cong, Xiaohuan Li, Jiange Jiang, Qingqi Pei:
An Integrated Method for River Water Level Recognition from Surveillance Images Using Convolution Neural Networks. Remote. Sens. 14(23): 6023 (2022) - [j98]Xiaojing Chen, Hanfei Wen, Wei Ni, Shunqing Zhang, Xin Wang, Shugong Xu, Qingqi Pei:
Distributed Online Optimization of Edge Computing With Mixed Power Supply of Renewable Energy and Smart Grid. IEEE Trans. Commun. 70(1): 389-403 (2022) - [j97]Jie Feng, Wenjing Zhang, Qingqi Pei, Jinsong Wu, Xiaodong Lin:
Heterogeneous Computation and Resource Allocation for Wireless Powered Federated Edge Learning Systems. IEEE Trans. Commun. 70(5): 3220-3233 (2022) - [j96]Jing Lei, Qingqi Pei, Yao Wang, Wenhai Sun, Xuefeng Liu:
PrivFace: Fast Privacy-Preserving Face Authentication With Revocable and Reusable Biometric Credentials. IEEE Trans. Dependable Secur. Comput. 19(5): 3101-3112 (2022) - [j95]Jiachun Li, Yan Meng, Lichuan Ma, Suguo Du, Haojin Zhu, Qingqi Pei, Xuemin Shen:
A Federated Learning Based Privacy-Preserving Smart Healthcare System. IEEE Trans. Ind. Informatics 18(3): 2021-2031 (2022) - [j94]Chen Chen, Lei Liu, Tie Qiu, Jiange Jiang, Qingqi Pei, Houbing Song:
Routing With Traffic Awareness and Link Preference in Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 23(1): 200-214 (2022) - [j93]Cong Wang, Chen Chen, Qingqi Pei, Ning Lv, Houbing Song:
Popularity Incentive Caching for Vehicular Named Data Networking. IEEE Trans. Intell. Transp. Syst. 23(4): 3640-3653 (2022) - [j92]Huizi Xiao, Jun Zhao, Qingqi Pei, Jie Feng, Lei Liu, Weisong Shi:
Vehicle Selection and Resource Optimization for Federated Learning in Vehicular Edge Computing. IEEE Trans. Intell. Transp. Syst. 23(8): 11073-11087 (2022) - [j91]Beibei Li, Yukun Jiang, Qingqi Pei, Tao Li, Liang Liu, Rongxing Lu:
FEEL: Federated End-to-End Learning With Non-IID Data for Vehicular Ad Hoc Networks. IEEE Trans. Intell. Transp. Syst. 23(9): 16728-16740 (2022) - [j90]Tingting Xiao, Chen Chen, Qingqi Pei, Houbing Herbert Song:
Consortium Blockchain-Based Computation Offloading Using Mobile Edge Platoon Cloud in Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 23(10): 17769-17783 (2022) - [j89]Chen Chen, Lei Liu, Shaohua Wan, Xiaozhe Hui, Qingqi Pei:
Data Dissemination for Industry 4.0 Applications in Internet of Vehicles Based on Short-term Traffic Prediction. ACM Trans. Internet Techn. 22(1): 3:1-3:18 (2022) - [j88]Jie Feng, Lei Liu, Qingqi Pei, Keqin Li:
Min-Max Cost Optimization for Efficient Hierarchical Federated Learning in Wireless Edge Networks. IEEE Trans. Parallel Distributed Syst. 33(11): 2687-2700 (2022) - [c95]Mingjie Yang, Ying Ju, Lei Liu, Qingqi Pei, Keping Yu, Joel J. P. C. Rodrigues:
Secure mmWave C-V2X Communications Using Cooperative Jamming. GLOBECOM 2022: 2686-2691 - [c94]Xiaojing Chen, Zhenyuan Li, Wei Ni, Xin Wang, Shunqing Zhang, Shugong Xu, Qingqi Pei:
Two-Phase Deep Reinforcement Learning of Dynamic Resource Allocation and Client Selection for Hierarchical Federated Learning. ICCC 2022: 518-523 - [c93]Tingting Xiao, Chen Chen, Qingqi Pei, Shaohua Wan:
Poster: A Dynamic Task Scheduling using Multi-Platoon Architecture in Vehicular Networks. ICDCS 2022: 1284-1285 - [c92]Ying Ju, Yuchao Chen, Zhiwei Cao, Haoyu Wang, Lei Liu, Qingqi Pei, Neeraj Kumar:
Learning Based and Physical-layer Assisted Secure Computation Offloading in Vehicular Spectrum Sharing Networks. INFOCOM Workshops 2022: 1-6 - [c91]Ying Ju, Haoyu Wang, Yuchao Chen, Lei Liu, Tong-Xing Zheng, Qingqi Pei, Ming Xiao:
DRL-based Beam Allocation in Relay-aided Multi-user MmWave Vehicular Networks. INFOCOM Workshops 2022: 1-6 - [c90]Ying Ju, Yulong Tu, Tong-Xing Zheng, Lei Liu, Qingqi Pei, Arpit Bhardwaj, Keping Yu:
Joint design of beamforming and trajectory for integrated sensing and communication drone networks. DroneCom@MobiCom 2022: 55-60 - [c89]Lichuan Ma, Lizhen Tang, Longxiang Gao, Qingqi Pei, Ming Ding:
FSVM: Federated Support Vector Machines for Smart City. TRIDENTCOM 2022: 149-167 - [c88]Ying Ju, Mingjie Yang, Wenhui Liu, Qingqi Pei, Tong-Xing Zheng, Hui-Ming Wang:
Safeguarding MmWave Systems Using Full-Duplex Jamming Receiver. VTC Spring 2022: 1-6 - [c87]Shengping Bi, Tao Hou, Tao Wang, Yao Liu, Zhuo Lu, Qingqi Pei:
DyWCP: Dynamic and Lightweight Data-Channel Coupling towards Confidentiality in IoT Security. WISEC 2022: 222-232 - [i1]Bowen Zhao, Wei-Neng Chen, Feng-Feng Wei, Ximeng Liu, Qingqi Pei, Jun Zhang:
Evolution as a Service: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization. CoRR abs/2205.13948 (2022) - 2021
- [j87]Chen Chen, Yuru Zhang, Zheng Wang, Shaohua Wan, Qingqi Pei:
Distributed computation offloading method based on deep reinforcement learning in ICV. Appl. Soft Comput. 103: 107108 (2021) - [j86]Chen Chen, Qiang Hui, Wenxuan Xie, Shaohua Wan, Yang Zhou, Qingqi Pei:
Convolutional Neural Networks for forecasting flood process in Internet-of-Things enabled smart city. Comput. Networks 186: 107744 (2021) - [j85]Jinna Hu, Chen Chen, Lin Cai, Mohammad Reza Khosravi, Qingqi Pei, Shaohua Wan:
UAV-Assisted Vehicular Edge Computing for the 6G Internet of Vehicles: Architecture, Intelligence, and Challenges. IEEE Commun. Stand. Mag. 5(2): 12-18 (2021) - [j84]Lei Liu, Jie Feng, Qingqi Pei, Chen Chen, Yang Ming, Bodong Shang, Mianxiong Dong:
Blockchain-Enabled Secure Data Sharing Scheme in Mobile-Edge Computing: An Asynchronous Advantage Actor-Critic Learning Approach. IEEE Internet Things J. 8(4): 2342-2353 (2021) - [j83]Lichuan Ma, Qingqi Pei, Lu Zhou, Haojin Zhu, Licheng Wang, Yusheng Ji:
Federated Data Cleaning: Collaborative and Privacy-Preserving Data Cleaning for Edge Intelligence. IEEE Internet Things J. 8(8): 6757-6770 (2021) - [j82]Jie Feng, Lei Liu, Qingqi Pei, Fen Hou, Tingting Yang, Jinsong Wu:
Service Characteristics-Oriented Joint Optimization of Radio and Computing Resource Allocation in Mobile-Edge Computing. IEEE Internet Things J. 8(11): 9407-9421 (2021) - [j81]Yang Xiao, Qingqi Pei, Tingting Xiao, Lina Yao, Huan Liu:
MutualRec: Joint friend and item recommendations with mutualistic attentional graph neural networks. J. Netw. Comput. Appl. 177: 102954 (2021) - [j80]Lei Liu, Chen Chen, Qingqi Pei, Sabita Maharjan, Yan Zhang:
Vehicular Edge Computing and Networking: A Survey. Mob. Networks Appl. 26(3): 1145-1168 (2021) - [j79]Yuanhong Tang, Lingling An, Ye Yuan, Qingqi Pei, Quan Wang, Jian K. Liu:
Modulation of the dynamics of cerebellar Purkinje cells through the interaction of excitatory and inhibitory feedforward pathways. PLoS Comput. Biol. 17(2) (2021) - [j78]Xiaoying Shen, Licheng Wang, Qingqi Pei, Yuan Liu, Miaomiao Li:
Location privacy-preserving in online taxi-hailing services.