Robust crowdsourced learning. - Zhiquan Liu; Luo Luo; Wu-Jun Li (IEEE BigData, 2013)

Roll reduction and course keeping for the ship moving in waves with factorized NGMV control. - Zhiquan Liu; Hongzhang Jin; M. J. Grimble 001; Reza Katebi (CDC, 2014)

Trustworthy Service Composition in Service-Oriented Mobile Social Networks. - Tao Zhang 029; Jianfeng Ma 001; Ning Xi 002; Ximeng Liu; Zhiquan Liu; Jinbo Xiong (ICWS, 2014)

An approach to quality assessment for web service selection based on the analytic hierarchy process for cases of incomplete information. - Cong Gao 002; Jianfeng Ma 001; Zhiquan Liu; XinDi Ma (Sci. China Inf. Sci., 2015)

Revocable and anonymous searchable encryption in multi-user setting. - Yinbin Miao; Jianfeng Ma 001; Zhiquan Liu (Concurr. Comput. Pract. Exp., 2016)

LCT: A Lightweight Cross-domain Trust Model for the Mobile Distributed Environment. - Zhiquan Liu; Jianfeng Ma 001; Zhongyuan Jiang; Yinbin Miao (KSII Trans. Internet Inf. Syst., 2016)

m2-ABKS: Attribute-Based Multi-Keyword Search over Encrypted Personal Health Records in Multi-Owner Setting. - Yinbin Miao; Jianfeng Ma 001; Ximeng Liu; Fushan Wei; Zhiquan Liu; Xu An Wang 014 (J. Medical Syst., 2016)

LSOT: A Lightweight Self-Organized Trust Model in VANETs. - Zhiquan Liu; Jianfeng Ma 001; Zhongyuan Jiang; Hui Zhu 001; Yinbin Miao (Mob. Inf. Syst., 2016)

Evaluation of HY-2A Scatterometer Wind Vectors Using Data from Buoys, ERA-Interim and ASCAT during 2012-2014. - Jianyong Xing; Jiancheng Shi 001; Yonghui Lei; Xiangyu Huang; Zhiquan Liu (Remote. Sens., 2016)

Ship Adaptive Course Keeping Control With Nonlinear Disturbance Observer. - Zhiquan Liu (IEEE Access, 2017)

FCT: a fully-distributed context-aware trust model for location based service recommendation. - Zhiquan Liu; Jianfeng Ma 001; Zhongyuan Jiang; Yinbin Miao (Sci. China Inf. Sci., 2017)

VKSE-MO: verifiable keyword search over encrypted data in multi-owner settings. - Yinbin Miao; Jianfeng Ma 001; Ximeng Liu; Junwei Zhang 001; Zhiquan Liu (Sci. China Inf. Sci., 2017)

VCKSM: Verifiable conjunctive keyword search over mobile e-health cloud in shared multi-owner settings. - Yinbin Miao; Jianfeng Ma 001; Ximeng Liu; Qi Jiang 001; Junwei Zhang 001; Limin Shen; Zhiquan Liu (Pervasive Mob. Comput., 2017)

VCSE: Verifiable conjunctive keywords search over encrypted data without secure-channel. - Yinbin Miao; Jianfeng Ma 001; Fushan Wei; Zhiquan Liu; Xu An Wang 014; Cunbo Lu (Peer-to-Peer Netw. Appl., 2017)

A Situational Awareness Trust Evolution Model for Mobile Devices in D2D Communication. - Jingjing Guo; Jianfeng Ma 001; Xinghua Li 001; Tao Zhang 029; Zhiquan Liu (IEEE Access, 2018)

VKSE-DO: verifiable keyword search over encrypted data for dynamic data-owner. - Yinbin Miao; Jianfeng Ma 001; Fushan Wei; Kai Zhang 016; Zhiquan Liu (Int. J. High Perform. Comput. Netw., 2018)

Practical Attribute-Based Multi-Keyword Search Scheme in Mobile Crowdsourcing. - Yinbin Miao; Jianfeng Ma 001; Ximeng Liu; Xinghua Li 001; Zhiquan Liu; Hui Li 006 (IEEE Internet Things J., 2018)

Enabling verifiable multiple keywords search over encrypted cloud data. - Yinbin Miao; Jian Weng 001; Ximeng Liu; Kim-Kwang Raymond Choo; Zhiquan Liu; Hongwei Li 001 (Inf. Sci., 2018)

VMKDO: Verifiable multi-keyword search over encrypted cloud data for dynamic data-owner. - Yinbin Miao; Jianfeng Ma 001; Ximeng Liu; Zhiquan Liu; Limin Shen; Fushan Wei (Peer-to-Peer Netw. Appl., 2018)

DOAS: Efficient data owner authorized search over encrypted cloud data. - Yinbin Miao; Jianfeng Ma 001; Ximeng Liu; Zhiquan Liu; Junwei Zhang 001; Fushan Wei (Peer-to-Peer Netw. Appl., 2018)

Blockchain-Based Verifiable Multi-Keyword Ranked Search on Encrypted Cloud With Fair Payment. - Yang Yang 026; Hongrui Lin; Ximeng Liu; Wenzhong Guo; Xianghan Zheng; Zhiquan Liu (IEEE Access, 2019)

Variable Rate Syndrome-Trellis Codes for Steganography on Bursty Channels. - Bingwen Feng; Zhiquan Liu; Kaimin Wei; Wei Lu 001; Yuchun Lin (IWDW, 2020)

Privacy-Preserving Public Cloud Audit Scheme Supporting Dynamic Data for Unmanned Aerial Vehicles. - Jiasen Liu; Xu An Wang 014; Zhiquan Liu; Han Wang 042; Xiaoyuan Yang 002 (IEEE Access, 2020)

TROVE: A Context-Awareness Trust Model for VANETs Using Reinforcement Learning. - Jingjing Guo; Xinghua Li 001; Zhiquan Liu; Jianfeng Ma 001; Chao Yang 016; Junwei Zhang 001; Dapeng Wu 002 (IEEE Internet Things J., 2020)

TCEMD: A Trust Cascading-Based Emergency Message Dissemination Model in VANETs. - Zhiquan Liu; Jian Weng 001; Jianfeng Ma 001; Jingjing Guo; Bingwen Feng; Zhongyuan Jiang; Kaimin Wei (IEEE Internet Things J., 2020)

Multimedia access control with secure provenance in fog-cloud computing networks. - Yang Yang 026; Ximeng Liu; Wenzhong Guo; Xianghan Zheng; Chen Dong 002; Zhiquan Liu (Multim. Tools Appl., 2020)

LPPTE: A lightweight privacy-preserving trust evaluation scheme for facilitating distributed data fusion in cooperative vehicular safety applications. - Zhiquan Liu; Jianfeng Ma 001; Jian Weng 001; Feiran Huang; Yongdong Wu; Linfeng Wei; Yuxian Li (Inf. Fusion, 2021)

BTMPP: Balancing Trust Management and Privacy Preservation for Emergency Message Dissemination in Vehicular Networks. - Zhiquan Liu; Feiran Huang; Jian Weng 001; Kun Cao 001; Yinbin Miao; Jingjing Guo; Yongdong Wu (IEEE Internet Things J., 2021)

Anomaly Detection for In-Vehicle Network Using CNN-LSTM With Attention Mechanism. - Heng Sun; Miaomiao Chen; Jian Weng 001; Zhiquan Liu; Guanggang Geng (IEEE Trans. Veh. Technol., 2021)

Rudder Roll Stabilization and Energy Minimization Using Factorized Nonlinear Generalized Minimum Variance Control for Underactuated Ships. - Zhiquan Liu; Michael J. Grimble; Reza Katebi (ACC, 2022)

A Lightweight Privacy-Preserving Participant Selection Scheme for Mobile Crowdsensing. - Yudan Cheng; Jianfeng Ma 001; Zhiquan Liu (WCNC, 2022)

Active device detection and performance analysis of massive non-orthogonal transmissions in cellular Internet of Things. - Donghong Cai; Pingzhi Fan; Qiuyun Zou; Yanqing Xu; Zhiguo Ding 001; Zhiquan Liu (Sci. China Inf. Sci., 2022)

EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing. - Qihua Feng; Peiya Li; Zhixun Lu; Chaozhuo Li; Zefang Wang; Zhiquan Liu; Chunhui Duan; Feiran Huang (CoRR, 2022)

Edge Intelligent Joint Optimization for Lifetime and Latency in Large-Scale Cyber-Physical Systems. - Kun Cao 001; Yangguang Cui; Zhiquan Liu; Wuzheng Tan; Jian Weng 001 (IEEE Internet Things J., 2022)

PPTM: A Privacy-Preserving Trust Management Scheme for Emergency Message Dissemination in Space-Air-Ground-Integrated Vehicular Networks. - Zhiquan Liu; Jian Weng 001; Jingjing Guo; Jianfeng Ma 001; Feiran Huang; Heng Sun; Yudan Cheng (IEEE Internet Things J., 2022)

A Survey of Sparse Mobile Crowdsensing: Developments and Opportunities. - Shiting Zhao; Guozi Qi; Tengjiao He; Jinpeng Chen 001; Zhiquan Liu; Kaimin Wei (IEEE Open J. Comput. Soc., 2022)

Antitampering Scheme of Evidence Transfer Information in Judicial System Based on Blockchain. - Jingjing Guo; Xuliang Wei; Yuling Zhang; Jianfeng Ma 001; Huamin Gao; Libo Wang; Zhiquan Liu (Secur. Commun. Networks, 2022)

ADFL: A Poisoning Attack Defense Framework for Horizontal Federated Learning. - Jingjing Guo; Haiyang Li; Feiran Huang; Zhiquan Liu; Yanguo Peng; Xinghua Li 001; Jianfeng Ma 001; Varun G. Menon; Konstantin Kostromitin Igorevich (IEEE Trans. Ind. Informatics, 2022)

Set-membership filtering for automatic guided vehicles with unknown-but-bounded noises. - Hao Yang 058; Yilian Zhang; Wei Gu; Fuwen Yang; Zhiquan Liu (Trans. Inst. Meas. Control, 2022)

Analysis of ID Sequences Similarity Using DTW in Intrusion Detection for CAN Bus. - Heng Sun; Mengsi Sun; Jian Weng 001; Zhiquan Liu (IEEE Trans. Veh. Technol., 2022)

Joint Super-Resolution and Classification Based on Bidirectional Mapping and Multiple Constraints. - Zijian Yuan; Kan Chang; Zhiquan Liu; Xinjie Wei; Boning Chen (ICME, 2023)

VDCM: A Data Collection Mechanism for Crowd Sensing in Vehicular Ad Hoc Networks. - Juli Yin; Linfeng Wei; Zhiquan Liu; Xi Yang; Hongliang Sun; Yudan Cheng; Jianbin Mai (Big Data Min. Anal., 2023)

Improved Differential Cryptanalysis on SPECK Using Plaintext Structures. - Zhuohui Feng; Ye Luo; Chao Wang; Qianqian Yang 003; Zhiquan Liu; Ling Song 001 (IACR Cryptol. ePrint Arch., 2023)

A Game Theory-Based Incentive Mechanism for Collaborative Security of Federated Learning in Energy Blockchain Environment. - Yunhua He; Mingshun Luo; Bin Wu 011; Limin Sun 001; Yongdong Wu; Zhiquan Liu; Ke Xiao (IEEE Internet Things J., 2023)

Towards Efficient Verifiable Boolean Search Over Encrypted Cloud Data. - Feng Li 041; Jianfeng Ma 001; Yinbin Miao; Zhiquan Liu; Kim-Kwang Raymond Choo; Ximeng Liu; Robert H. Deng (IEEE Trans. Cloud Comput., 2023)

A Privacy-Preserving and Reputation-Based Truth Discovery Framework in Mobile Crowdsensing. - Yudan Cheng; Jianfeng Ma 001; Zhiquan Liu; Zhetao Li; Yongdong Wu; Caiqin Dong; Runchuan Li (IEEE Trans. Dependable Secur. Comput., 2023)

A Lightweight Privacy Preservation Scheme With Efficient Reputation Management for Mobile Crowdsensing in Vehicular Networks. - Yudan Cheng; Jianfeng Ma 001; Zhiquan Liu; Yongdong Wu; Kaimin Wei; Caiqin Dong (IEEE Trans. Dependable Secur. Comput., 2023)

Maliciously Secure and Efficient Large-Scale Genome-Wide Association Study With Multi-Party Computation. - Caiqin Dong; Jian Weng 001; Jia-Nan Liu; Anjia Yang; Zhiquan Liu; Yaxi Yang; Jianfeng Ma 001 (IEEE Trans. Dependable Secur. Comput., 2023)

Attacks on Acceleration-Based Secure Device Pairing With Automatic Visual Tracking. - Hongshuang Hu; Yongdong Wu; Jian Weng 001; Kaimin Wei; Zhiquan Liu; Feiran Huang; Yinyan Zhang (IEEE Trans. Inf. Forensics Secur., 2023)

Efficient Privacy-Preserving Spatial Range Query Over Outsourced Encrypted Data. - Yinbin Miao; Yutao Yang; Xinghua Li 001; Zhiquan Liu; Hongwei Li 001; Kim-Kwang Raymond Choo; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2023)

Anomaly detection method for vehicular network based on collaborative deep support vector data description. - Jianbin Mai; Yongdong Wu; Zhiquan Liu; Jingjing Guo; Zuobin Ying; Xin Chen; Shunyan Cui (Phys. Commun., 2023)

ICRA: An Intelligent Clustering Routing Approach for UAV Ad Hoc Networks. - Jingjing Guo; Huamin Gao; Zhiquan Liu; Feiran Huang; Junwei Zhang 008; Xinghua Li 001; Jianfeng Ma 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Lightweight Trustworthy Message Exchange in Unmanned Aerial Vehicle Networks. - Zhiquan Liu; Jingjing Guo; Feiran Huang; Donghong Cai; Yongdong Wu; Xin Chen; Kostromitin Konstantin Igorevich (IEEE Trans. Intell. Transp. Syst., 2023)

Seeking Based on Dynamic Prices: Higher Earnings and Better Strategies in Ride-on-Demand Services. - Suiming Guo; Qianrong Shen; Zhiquan Liu; Chao Chen 004; Chaoxiong Chen; Jingyuan Wang 001; Zhetao Li; Ke Xu 002 (IEEE Trans. Intell. Transp. Syst., 2023)

Efficient Anonymous Authentication and Privacy-Preserving Reliability Evaluation for Mobile Crowdsensing in Vehicular Networks. - Yudan Cheng; Jianfeng Ma 001; Zhiquan Liu; Libo Wang; Zuobin Ying; Xin Chen (IEEE Internet Things J., 2023)

ECQV-GDH-Based Group Key Exchange Protocol for CAN Bus. - Heng Sun; Weiyun Luo; Jian Weng 001; Zhiquan Liu; Ming Li 049 (IEEE Trans. Veh. Technol., 2023)

TFL-DT: A Trust Evaluation Scheme for Federated Learning in Digital Twin for Mobile Networks. - Jingjing Guo; Zhiquan Liu; Siyi Tian; Feiran Huang; Jiaxing Li; Xinghua Li 001; Kostromitin Konstantin Igorevich; Jianfeng Ma 001 (IEEE J. Sel. Areas Commun., 2023)

LBVP: Lightweight Blockchain-Based Vehicle Platooning Scheme for Secure and Efficient Platoon Management. - Wenjie Fan; Zhiquan Liu; Libo Wang; Ying He; Jingjing Guo; Xia Feng; Jianfeng Ma 001 (ICA3PP (6), 2024)

Wireless Image Semantic Cooperative Transmission in Distributed Edge Networks: An Information Disentanglement Method. - Wei Wang 021; Donghong Cai; Zhiquan Liu; Zhiguo Ding 001; Pingzhi Fan (SPAWC, 2024)

An Efficient and Privacy-Preserving Participant Selection Scheme based on Location in Mobile Crowdsensing. - Yudan Cheng; Tao Feng 007; Zhiquan Liu; Xian Guo; Lulu Han; Jianfeng Ma (TrustCom, 2024)

HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives. - Wenxiao Liu; Zihong Yang; Chaozhuo Li; Zijin Hong; Jianfeng Ma; Zhiquan Liu; Litian Zhang; Feiran Huang (CoRR, 2024)

CCID-CAN: Cross-Chain Intrusion Detection on CAN Bus for Autonomous Vehicles. - Heng Sun; Weilin Huang; Jian Weng 001; Zhiquan Liu; Weihua Tan; Zaobo He; Mingyang Chen; Biaobang Wu; Long Li 005; Xinyuan Peng (IEEE Internet Things J., 2024)

Lightweight and Privacy-Preserving Dual Incentives for Mobile Crowdsensing. - Lin Wan; Zhiquan Liu; Yong Ma; Yudan Cheng; Yongdong Wu; Runchuan Li; Jianfeng Ma 001 (IEEE Trans. Cloud Comput., 2024)

Privacy-Preserving and Byzantine-Robust Federated Learning. - Caiqin Dong; Jian Weng 001; Ming Li 049; Jia-Nan Liu; Zhiquan Liu; Yudan Cheng; Shui Yu 001 (IEEE Trans. Dependable Secur. Comput., 2024)

Efficient and Secure Federated Learning Against Backdoor Attacks. - Yinbin Miao; Rongpeng Xie; Xinghua Li 001; Zhiquan Liu; Kim-Kwang Raymond Choo; Robert H. Deng (IEEE Trans. Dependable Secur. Comput., 2024)

Efficient Privacy-Preserving Spatial Data Query in Cloud Computing. - Yinbin Miao; Yutao Yang; Xinghua Li 001; Linfeng Wei; Zhiquan Liu; Robert H. Deng (IEEE Trans. Knowl. Data Eng., 2024)

Explanatory Object Part Aggregation for Zero-Shot Learning. - Xin Chen 021; Xiaoling Deng; Yubin Lan; Yongbing Long; Jian Weng 001; Zhiquan Liu; Qi Tian 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Recurrent Neural Network With Scheduled Varying Gain for Solving Time-Varying QP. - Jianglan Fu; Yinyan Zhang; Guanggang Geng; Zhiquan Liu (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Establishing Trustworthy and Privacy-Preserving SAGIVNs in 6G: Architectures, Requirements, and Solutions. - Zhiquan Liu; Lin Wan; Yong Ma; Jingjing Guo; Suiming Guo; Jing Ma; Jianfeng Ma 001 (IEEE Netw., 2024)

Efficient Privacy-Preserving Federated Learning With Improved Compressed Sensing. - Yifan Zhang; Yinbin Miao; Xinghua Li 001; Linfeng Wei; Zhiquan Liu; Kim-Kwang Raymond Choo; Robert H. Deng (IEEE Trans. Ind. Informatics, 2024)

Time-Controllable Keyword Search Scheme With Efficient Revocation in Mobile E-Health Cloud. - Yinbin Miao; Feng Li 041; Xinghua Li 001; Zhiquan Liu; Jianting Ning; Hongwei Li 001; Kim-Kwang Raymond Choo; Robert H. Deng (IEEE Trans. Mob. Comput., 2024)

RPPM: A Reputation-Based and Privacy-Preserving Platoon Management Scheme in Vehicular Networks. - Runchuan Li; Zhiquan Liu; Yong Ma; Yunni Xia; Yudan Cheng; Lin Wan; Jianfeng Ma 001 (IEEE Trans. Intell. Transp. Syst., 2024)

EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing. - Qihua Feng; Peiya Li; Zhixun Lu; Chaozhuo Li; Zefan Wang; Zhiquan Liu; Chunhui Duan; Feiran Huang; Jian Weng 001; Philip S. Yu (IEEE Trans. Circuits Syst. Video Technol., 2024)

MTDCAP: Moving Target Defense-Based CAN Authentication Protocol. - Heng Sun; Huibiao Su; Jian Weng 001; Zhiquan Liu; Ming Li 049; Yi Liu 053; Yucheng Zhong; Wenzhen Sun (IEEE Trans. Intell. Transp. Syst., 2024)

Preimage Attacks on Xoodyak and Gaston Based on Algebraic Strategies. - Qinggan Fu; Yin Lv; Zhiquan Liu; Yingying Li; Ling Song 001; Jian Weng 001 (IEEE Internet Things J., 2024)

PBAG: A Privacy-Preserving Blockchain-Based Authentication Protocol With Global-Updated Commitment in IoVs. - Xia Feng; Kaiping Cui; Liangmin Wang 001; Zhiquan Liu; Jianfeng Ma 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Secure and Traceable Multikey Image Retrieval in Cloud-Assisted Internet of Things. - Tengfei Yang; Yuanyuan Li; Jiawei He; Zhiquan Liu; Fang Ren; Teng Wang; Gaopan Hou (IEEE Internet Things J., 2024)

Contrastive learning with hard negatives for sentence embeddings. - Wenxiao Liu; Zihong Yang; Chaozhuo Li; Zijin Hong; Jianfeng Ma; Zhiquan Liu; Litian Zhang; Feiran Huang (Appl. Soft Comput., 2025)

Joint client-server selection and resource allocation based on split federated learning in Edge-to-Cloud computing environments. - Yishan Chen 001; Xiangwei Zeng; Xiansong Luo; Zhiquan Liu (Comput. Networks, 2025)

Multi-Attack Identification and Mitigation mechanism based on multi-agent collaboration in Vehicular Named Data Networking. - Na Fan 003; Yuxin Gao; Jialong Li; Zhiquan Liu; Wenjun Fan (Comput. Networks, 2025)

Optimizing cost through UAV deployment and task assignment in hybrid UAV-assisted MEC systems. - Haolin Liu; Shi Yin; Tingrui Pei; Zhiquan Liu; Qingyong Deng; Yanping Cheng (Comput. Networks, 2025)

Robust and privacy-preserving federated learning scheme based on ciphertext-selected users. - Xiaoming Wang; Zhiquan Liu; Binrui Huang (Comput. Networks, 2025)

Malicious vehicle detection scheme based on UAV and vehicle cooperative authentication in vehicular networks. - Wenming Wang; Zhiquan Liu; Lingyan Xue; Haiping Huang; Nageswara Rao Lavuri (Comput. Networks, 2025)

EVFL-DCs: Enhancing verifiability of federated learning by double commitments based on blockchain. - Qianjin Wei; Xuanjing Wu; Zhiquan Liu; Gang Rao (Comput. Networks, 2025)

AdaptPUD: An accurate URL-based detection approach against tailored deceptive phishing websites. - Ziliang Zhang; Jinmin Wu; Ning Lu; Wenbo Shi; Zhiquan Liu (Comput. Networks, 2025)

ATSDetector: An Android Trojan spyware detection approach with multi-features. - Siyu Wang; Haiyong Wu; Ning Lu 005; Wenbo Shi; Zhiquan Liu (Comput. Secur., 2025)

A Verifiable and Efficient Multi-Keyword Fuzzy Rank Search Scheme Over Encrypted Data With Privacy-Preserving. - Fengyi Gao; Na Wang 003; Jianwei Liu 001; Zhiquan Liu; Junsong Fu 001; Lunzhi Deng (Concurr. Comput. Pract. Exp., 2025)

A binary linear predictive evolutionary algorithm with feature analysis for multiobjective feature selection in classification. - Ting Zhou; Limin Wang; Xuming Han; Zhiquan Liu; Minghan Gao (Eng. Appl. Artif. Intell., 2025)

Long-term abnormal gait recovery for gait recognition. - Xin Chen 021; Futian Zhu; Zhiquan Liu; Qi Tian 001 (Expert Syst. Appl., 2025)

FeaUn: Feature unlearning in vertical federated learning for IIoT against feature inference attacks. - Zhaobo Lu; Xu Zhang; Tao Li 043; Yilei Wang; Guangshun Li; Zhiquan Liu (Neurocomputing, 2025)

FERmc: Facial expression recognition framework based on multi-branch fusion and depthwise separable convolution. - Jiquan Li; Zhiquan Liu; Wang Zhou 001; Amin Ul Haq; Abdus Saboor (Inf. Fusion, 2025)

GraphEdge: Dynamic graph partition and task scheduling for GNNs computing in edge network. - Wenjing Xiao; Chenglong Shi; Miaojiang Chen; Zhiquan Liu; Min Chen 003; H. Herbert Song (Inf. Fusion, 2025)

Stones From Other Hills: Intrusion Detection in Statistical Heterogeneous IoT by Self-Labeled Personalized Federated Learning. - Wenting Lu; Ayong Ye; Peixin Xiao; Yuanhuang Liu; Longjing Yang; Donglin Zhu; Zhiquan Liu (IEEE Internet Things J., 2025)

Energy-Efficient Trajectory Design and Unsupervised Clustering for AAV-Aided Fair Data Collections With Dense Ground Users. - Dan Song; Xiangping Bryce Zhai; Xin Liu 009; Zhiquan Liu; Chee Wei Tan 001; Congduan Li (IEEE Internet Things J., 2025)

Personalized Privacy Preserving for Spatial Crowdsourcing by Reinforcement Learning in VANETs. - Yingjie Xia; Huimin Wang; Tiancong Cao; Xuejiao Liu 002; Zhiquan Liu (IEEE Internet Things J., 2025)

Verifiable and Redactable Blockchain for Internet of Vehicles Data Sharing. - Yuxiang Yang 006; Yuling Chen; Zhiquan Liu; Chaoyue Tan; Yun Luo (IEEE Internet Things J., 2025)

Secure Pairing-Free Certificate-Based Online/Offline Signcryption Scheme With Conditional Privacy Preserving for VANETs. - Wenjie Yang 001; Peiwei Cao; Futai Zhang; Zhiquan Liu (IEEE Internet Things J., 2025)

Dynamic Cooperative Whale Optimization Algorithm for Multivehicle IoV Path Planning. - Wenbiao Yang; Wenli Shang; Zhiquan Liu (IEEE Internet Things J., 2025)

Image analysis by fractional-order weighted spherical Bessel-Fourier moments. - Tengfei Yang; Zhiquan Liu; Jingjing Guo; Yong Yu; Fang Ren; Teng Wang (Pattern Recognit., 2025)

Bidirectional Identity-Based Inner-Product Functional Re-Encryption in Vaccine Data Sharing. - Jing Wang; Yanwei Zhou; Yasi Zhu; Zhiquan Liu; Bo Yang 003; Mingwu Zhang (IEEE Trans. Cloud Comput., 2025)

ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework. - Xiangyun Tang; Minyang Li; Meng Shen 001; Jiawen Kang 001; Liehuang Zhu; Zhiquan Liu; Guomin Yang; Dusit Niyato; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2025)

Enhanced Model Poisoning Attack and Multi-Strategy Defense in Federated Learning. - Li Yang 005; Yinbin Miao; Ziteng Liu; Zhiquan Liu; Xinghua Li 001; Da Kuang; Hongwei Li 001; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2025)

A Survey of DDoS Attack and Defense Technologies in Multiaccess Edge Computing. - Yong Ma; Long Liu; Zhiquan Liu; Fagen Li; Qilin Xie; Kaiwei Chen; Chenyang Lv; Ying He 006; Fan Li (IEEE Internet Things J., 2025)

Enabling Secure Cross-Modal Search Over Encrypted Data via Federated Learning. - Xiaoming Wang 004; Jianwei Li; Zhiquan Liu; Quan Tang 008; Xixian Wang (IEEE Internet Things J., 2025)

PPRU: A Privacy-Preserving Reputation Updating Scheme for Cloud-Assisted Vehicular Networks. - Zhiquan Liu; Lin Wan; Jingjing Guo; Feiran Huang; Xia Feng; Libo Wang; Jianfeng Ma 001 (IEEE Trans. Veh. Technol., 2025)

VSRQ: Quantitative Assessment Method for Safety Risk of Vehicle Intelligent Connected System. - Tian Zhang; Wenshan Guan; Hao Miao; Quanlong Guan; Zhiquan Liu; Chaonan Wang; Xiujie Huang; Liangda Fang; Zhifei Duan (IEEE Trans. Veh. Technol., 2025)

AdaSin: Enhancing Hard Sample Metrics with Dual Adaptive Penalty for Face Recognition. - Qiqi Guo; Zhuowen Zheng; Guanghua Yang; Zhiquan Liu; Xiaofan Li 001; Jianqing Li 001; Jinyu Tian 001; Xueyuan Gong (CoRR, 2025)

Efficient and Secure Content-Based Image Retrieval in Cloud-Assisted Internet of Things. - Lin Chen 033; Yiwei Yang 003; Li Yang 005; Chao Xu; Yinbin Miao; Zhiquan Liu; Ximeng Liu; Kim-Kwang Raymond Choo; Zhihong Liang; Chao Hong (IEEE Internet Things J., 2025)

FCLLM-DT: Enpowering Federated Continual Learning With Large Language Models for Digital-Twin-Based Industrial IoT. - Yingjie Xia; Yuhan Chen; Yunxiao Zhao; Li Kuang; Xuejiao Liu 002; Ji Hu 002; Zhiquan Liu (IEEE Internet Things J., 2025)

Efficient Homomorphic-Encryption-Based Secure Search in Multiowner Setting for Internet of Things. - Yibing Wang; Yinbin Miao; Xinghua Li 001; Tao Leng; Zhiquan Liu; Ximeng Liu; Kim-Kwang Raymond Choo; Robert H. Deng (IEEE Internet Things J., 2025)

EFSC: Efficient and Forward-Secure Conditional Privacy-Preserving Scheme for Internet of Vehicles. - Zhikang Zeng; Chunming Tang 003; Quan Zhou 009; Zhiquan Liu; Zhihong Deng; Debiao He (IEEE Internet Things J., 2025)

Hybrid Transfer and Self-Supervised Learning Approaches in Neural Networks for Intelligent Vehicle Intrusion Detection and Analysis. - Tian Zhang; Cuifeng Du; Yuyu Zhou; Quanlong Guan; Zhiquan Liu; Xiujie Huang; Zhiguo Gong; Lianbing Deng; Yang Li (IEEE Internet Things J., 2025)

LBRAKA: Lattice-Based Robust Authenticated Key Agreement for VANETs. - Gao Liu; Weiyang Li; Chengsheng Yuan 001; Ning Wang 003; Chuan Ma 001; Nankun Mu; Zhiquan Liu; Yining Liu 002; Tao Xiang 001 (IEEE Trans. Veh. Technol., 2025)

BPRM: Blockchain-Based Privacy Preserving and Robust Data Aggregation Supporting Multifunctionality for Fog-Assisted Smart Grid. - Chuankun Zhao; Liangliang Wang; Zhiquan Liu; Kai Zhang 016; Libo Wang; Weiwei Li; Kefei Chen (IEEE Internet Things J., 2025)

Privacy-Preserving IoT Data Retrieval Scheme With Lightweight Fine-Grained Access Control in Cloud Computing. - Wen Zhou; Na Wang 003; Zhiquan Liu; Junsong Fu 001; Lunzhi Deng; Qianhong Wu (IEEE Internet Things J., 2025)

Holographic Counterpart Computation Offloading via Reconfigurable Intelligent Surfaces in VEC Consumer Electronics. - Miaojiang Chen; Huali Xie; Xiaotian Wang; Wenjing Xiao; Ahmed Farouk; Zhiquan Liu; Min Chen 003; Houbing Herbert Song (IEEE Trans. Consumer Electron., 2025)

TSTFL-CGAN: Fuzzy Logic-Based Two-Stage Training Federated Learning Conditional Generative Adversarial Network Under Non-IID Data. - Gaopan Hou; Yu Guan; Weidong Yang; Zhiquan Liu; Yinbin Miao; Yulong Shen 001; Jianfeng Ma 001 (IEEE Trans. Consumer Electron., 2025)

Self-Attention Policy Optimization for Task Offloading and Resource Allocation in Low-Carbon Agricultural Consumer Electronic Devices. - Yi Huang; Jisong Zeng; Yanting Wei; Miaojiang Chen; Wenjing Xiao; Yang Yang; Zhiquan Liu; Ahmed Farouk; Houbing Herbert Song (IEEE Trans. Consumer Electron., 2025)

An Efficient and Multi-Dimensional Privacy-Preserving Platoon Communication Scheme in Vehicular Networks. - Nuo Xu; Zhiquan Liu; Xuming Han; Quanlong Guan; Heng Sun; Xiujie Huang; Jianfeng Ma 001 (IEEE Trans. Intell. Transp. Syst., 2025)

PSRAKA: Physically Secure and Robust Authenticated Key Agreement for VANETs. - Gao Liu; Hao Li 103; Yangfan Liang; Junqing Le; Ning Wang 003; Nankun Mu; Zhiquan Liu; Yi-Ning Liu 002; Tao Xiang 001 (IEEE Trans. Veh. Technol., 2025)

Decentralized-Voting-Based Federated Learning Framework for Lightweight Node Selection in Edge Collaborative IoT. - Yishan Chen 001; Zhiqiang Wang; Yuan Min; Zhiquan Liu (IEEE Internet Things J., 2025)

Privacy-Preserving Clustering-Based Image Retrieval in Cloud-Assisted Internet of Things. - Jing Liang; Peiya Li; Zhiquan Liu; Hongliang He (IEEE Internet Things J., 2025)

A Cross-Domain Authentication Scheme for Vehicular Networks Based on Mobile Edge Computing. - Guijiang Liu; Hao Lu; Wenming Wang; Zhiquan Liu; Haiping Huang (IEEE Internet Things J., 2025)

Task Offloading Based on the Fusion of Model- and Data-Driven Intelligence for Vehicular Edge Computing Networks. - Xiujie Huang; Yuhao Chen; Zhiquan Liu; Shancheng Zhao; Zhetao Li; Renzhang Chen; Quanlong Guan (IEEE Trans. Intell. Transp. Syst., 2025)

LWAKA: Lightweight Anonymous Authenticated Key Agreement for VANETs. - Gao Liu; Hao Li 103; Junqing Le; Ning Wang 003; Nankun Mu; Zhiquan Liu; Yi-Ning Liu 002; Tao Xiang 001 (IEEE Trans. Intell. Transp. Syst., 2025)

MSFD: Multiscale Feature Decomposition for Cross-Modality Visible-to-Infrared Drone Image Translation. - Xiaoning Chen; Zhiquan Liu; Zonghao Han; Mingyang Ma; Jian Zhao 002 (IEEE Internet Things J., 2025)

A Multitarget Backdoor Attack Against Automatic Modulation Recognition for IoT Wireless Signals. - Xu Gan; Hongjun Wang; Xinhao Li; Zhiquan Liu; Hao Jiang 006; Jiangzhou Wang (IEEE Internet Things J., 2025)

Cross-Cloud Associated Multireplica Auditing for Lightweight Devices in the IoT. - Gaopan Hou; Zhiquan Liu; Jingjing Guo; Yinbin Miao; Jianfeng Ma 001; Dawei Gao; Guisheng Liao (IEEE Internet Things J., 2025)

A Federated Framework for Air Quality Prediction With Predefined Graph and Adaptive Graph. - Wei Huang 037; Feng Wang; Junling Chen; Jia Liu 033; Zhiquan Liu; Tianrui Li 001 (IEEE Internet Things J., 2025)

SCRM: Secure and Controllable Similarity Retrieval in Multiuser Settings. - Yingying Li; Feng Li; Gaopan Hou; Yu Guan; Zhiquan Liu; Qi Xie (IEEE Internet Things J., 2025)

Efficient and Secure Federated Knowledge Transfer Under Non-IID Settings in IoT. - Shuying Liu; Rongpeng Xie; Yinbin Miao; Jinye Peng; Tao Leng; Zhiquan Liu; Kim-Kwang Raymond Choo (IEEE Internet Things J., 2025)

S3A: State-Attention Inducing Adversarial Attacks on Closed-Box Proximal Policy Optimization Models. - Yichuan Wang 003; Chen Zhao; Zhiquan Liu; Xinhong Hei 001; Jianfeng Ma 001 (IEEE Internet Things J., 2025)

A Novel Radio Frequency Fingerprint Identification Scheme for Few-Shot Open-Set Recognition. - Wei Xie 001; Hongjun Wang; Zhexian Shen; Xinhao Li; Zhiquan Liu; Hao Jiang 006 (IEEE Internet Things J., 2025)

Wireless Signal Identification for Secure Spectrum Sensing Based on Multiscale Fourier Segmented Attention Mechanism. - Ziyi Yang; Yaojun Lu; Liang Zeng; Shuai Wang 013; Jianping An; Zhiquan Liu (IEEE Internet Things J., 2025)

LCEFL: A Lightweight Contribution Evaluation Approach for Federated Learning. - Jingjing Guo; Jiaxing Li; Zhiquan Liu; Yupeng Xiong; Yong Ma; Athanasios V. Vasilakos; Xinghua Li 001; Jianfeng Ma 001 (IEEE Trans. Mob. Comput., 2025)

A Detection Method for Malware Communication Traffic via Encrypted Traffic Analysis. - Linfeng Wei; Yu Wang; Xueming Li; Jian Li; Yuqin Huang; Zhiquan Liu (IEEE Internet Things J., 2025)

Optimal Secure NOMA Clustering and Power Allocation in Distributed Satellite-Enabled Internet of Things. - Bo Zhao 022; Ruotong Zhang; Zhiquan Liu; Siyang Sun; Guangliang Ren; Haolin Zhu; Zhiqiang Liu (IEEE Internet Things J., 2025)

A security enhanced certificateless aggregate signcryption scheme for VANETs. - Dong Li 016; Wentao Tang; Liangliang Wang; Yang Liu; Zhiquan Liu; Kai Zhang 008; Weiwei Li (Peer Peer Netw. Appl., 2025)

Personalized Federated Learning for Green Industrial IoT. - Kun Cao 001; Yangguang Cui; Rui Xu 013; Yuxia Sun; Zhiquan Liu; Chaohong Tan (IEEE Trans. Ind. Informatics, 2025)

Trust Model-Based Consensus Optimization for Vehicle Platooning Networks: A Novel Deep Reinforcement Learning Approach With GenAI. - Haotian Chen; Xiaoyuan Fu; Quan Yuan 004; Zirui Zhuang; Jiawen Kang 001; Zhiquan Liu; Jing-Yu Wang 001; Dusit Niyato (IEEE Trans. Intell. Transp. Syst., 2025)

A Redactable Blockchain-Based Anonymous Announcement Scheme for VANETs. - Yuxiang Yang 006; Yuling Chen; Zhiquan Liu; Yan Meng 001; Haiwei Sang (IEEE Trans. Intell. Transp. Syst., 2025)

MD-SLAM: A Multi-Task Deep-Learning-Based Visual SLAM System in Dynamic Environments. - Ying He 006; Xinyu Zeng; F. Richard Yu; Zhengjun Zhong; Zhiquan Liu; Guang Zhou (IEEE Trans. Veh. Technol., 2025)

Decentralized QoS-Aware Model Inference Using Federated Split Learning for Cloud-Edge Medical Detection. - Yishan Chen 001; Xiangwei Zeng; Huashuai Cai; Qing Xu; Zhiquan Liu (IEEE Trans. Parallel Distributed Syst., 2025)

Light-weight monocular depth estimation via transformer-fusion for monocular visual SLAM. - Ying He 006; Pengshuai Yin; F. Richard Yu; Xinyu Zeng; Zhiquan Liu (Inf. Fusion, 2026)

DiffuShield: Flexible privacy-preserving synthetic face generation via generative diffusion model. - Tao Wang; Xiaoyu Chen; Zhiquan Liu; Shihong Yao (Inf. Fusion, 2026)

Learning-based data fusion joint optimization of energy cost and resource allocation in modern energy systems. - Pengshuo Wang; Ye Huang; Xiaotian Wang; Wenjing Xiao; Miaojiang Chen; Zhiquan Liu; Ahmed Farouk (Inf. Fusion, 2026)

ADPGAN: Adaptive Differential Privacy-Preserving GAN for image privacy. - Tao Wang; Tingting Lin; Zhiquan Liu; Xiao Xie; Shihong Yao (Inf. Fusion, 2026)

RVAFM: Re-parameterizing Vertical Attention Fusion Module for handwritten paragraph text recognition. - Jinhui Zheng; Zhiquan Liu; Yain-Whar Si; Jianqing Li 001; Xinyuan Zhang; Xiaofan Li 001; Haozhi Huang 005; Xueyuan Gong (Inf. Fusion, 2026)

MDVul: A semantic-based complex dependency code vulnerability detection using fusion path. - Sun Zhequ; Siyu Wang; Ning Lu; Wenbo Shi; Zhiquan Liu (Inf. Fusion, 2026)

Differentially private matrix factorization with sub-linear convergence rate for personalized recommendation. - Wang Zhou 001; Zhiquan Liu; Amin Ul Haq; Yuehui Li; Zoe L. Jiang (Inf. Fusion, 2026)