Xi Zheng - RankMe

178 papers A* 2A 4B 11C 4Misc 1Journal 124Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer? ACM Comput. Surv. Wenyu Dong, Guangquan Xu, Shicheng Feng, Hongpeng Bai, Michael Sheng, Xi Zheng
2026	J	`jnl`	Hybrid self-supervised learning based on higher-order structures for graph anomaly detection. Neurocomputing Tianxiang Lv, Xiaofeng Wang, Shuaiming Lai, Tao Xie, Xi Zheng, Daying Quan, Yuanyuan Qi, Fang Zhou
2026	J	`jnl`	Visual Marker Search for Autonomous Drone Landing in Diverse Urban Environments. CoRR Jiaohong Yao, Linfeng Liang, Yao Deng, Xi Zheng, Richard Han, Yuankai Qi
2025	J	`jnl`	A Step-by-Step Guide to Creating a Robust Autonomous Drone Testing Pipeline. CoRR Yupeng Jiang, Yao Deng, Sebastian Schroder, Linfeng Liang, Suhaas Gambhir, Alice James, Avishkar Seth, James Pirrie, Yihao Zhang, Xi Zheng
2025	J	`jnl`	A survey of coverage-guided greybox fuzzing with deep neural models. Inf. Softw. Technol. Junyang Qiu, Yupeng Jiang, Yuantian Miao, Wei Luo, Lei Pan, Xi Zheng
2025	B	`conf`	As-Stg: Spatio-Temporal Graph Learning with Active Sampling for Dynamic IoT Sensing. IWQoS Yaxin Mei, Jiandian Zeng, Huiling Qin, Guangxue Zhang, Xi Zheng, Qin Liu, Tian Wang
2025	J	`jnl`	Bridging Perception and Reasoning: Dual-Pipeline Neuro-Symbolic Landing for UAVs in Cluttered Environments. CoRR Weixian Qian, Sebastian Schroder, Yao Deng, Jiaohong Yao, Linfeng Liang, Xiao Cheng, Richard Han, Xi Zheng
2025	J	`jnl`	Diffusion Models for Reinforcement Learning: Foundations, Taxonomy, and Development. CoRR Changfu Xu, Jianxiong Guo, Yuzhu Liang, Haiyang Huang, Haodong Zou, Xi Zheng, Shui Yu, Xiaowen Chu, Jiannong Cao, Tian Wang
2025	J	`jnl`	Distributed Retrieval-Augmented Generation. CoRR Chenhao Xu, Longxiang Gao, Yuan Miao, Xi Zheng
2025	A*	`conf`	GARL: Genetic Algorithm-Augmented Reinforcement Learning to Detect Violations in Marker-Based Autonomous Landing Systems. ICSE Linfeng Liang, Yao Deng, Kye Morton, Valtteri Kallinen, Alice James, Avishkar Seth, Endrowednes Kuantama, Subhas Mukhopadhyay, Richard Han, Xi Zheng
2025	—	`conf`	Grey-Box Fuzzing in Constrained Ultra-Large Systems: Lessons for SE Community. SIGSOFT FSE Companion Jiazhao Yu, Yanlun Tu, Zhanlei Zhang, Tiehua Zhang, Cheng Xu, Weigang Wu, Hong Jin Kang, Xi Zheng
2025	J	`jnl`	Grey-Box Fuzzing in Constrained Ultra-Large Systems: Lessons for SE Community. CoRR Jiazhao Yu, Yanlun Tu, Zhanlei Zhang, Tiehua Zhang, Cheng Xu, Weigang Wu, Hong Jin Kang, Xi Zheng
2025	J	`jnl`	Intelligent Task Management via Dynamic Multi-region Division in LEO Satellite Networks. CoRR Zixuan Song, Zhishu Shen, Xi Zheng, Qiushi Zheng, Zheng Lei, Jiong Jin
2025	J	`jnl`	MARL-OT: Multi-Agent Reinforcement Learning Guided Online Fuzzing to Detect Safety Violation in Autonomous Driving Systems. CoRR Linfeng Liang, Xi Zheng
2025	—	`conf`	NeuroStrata: Harnessing Neuro-Symbolic Paradigms for Improved Testability and Verifiability of Autonomous CPS. SIGSOFT FSE Companion Xi Zheng, Ziyang Li, Ivan Ruchkin, Ruzica Piskac, Miroslav Pajic
2025	J	`jnl`	NeuroStrata: Harnessing Neurosymbolic Paradigms for Improved Design, Testability, and Verifiability of Autonomous CPS. CoRR Xi Zheng, Ziyang Li, Ivan Ruchkin, Ruzica Piskac, Miroslav Pajic
2025	—	`conf`	Towards Robust Autonomous Landing Systems: Iterative Solutions and Key Lessons Learned. DSN-S Sebastian Schroder, Yao Deng, Alice James, Avishkar Seth, Kye Morton, Subhas Mukhopadhyay, Richard Han, Xi Zheng
2025	J	`jnl`	Unlocking User-oriented Pages: Intention-driven Black-box Scanner for Real-world Web Applications. CoRR Weizhe Wang, Yao Zhang, Kaitai Liang, Guangquan Xu, Hongpeng Bai, Qingyang Yan, Xi Zheng, Bin Wu
2024	J	`jnl`	An Adaptive Federated Relevance Framework for Spatial-Temporal Graph Learning. IEEE Trans. Artif. Intell. Tiehua Zhang, Yuze Liu, Zhishu Shen, Rui Xu, Xin Chen, Xiaowei Huang, Xi Zheng
2024	J	`jnl`	BASS: A Blockchain-Based Asynchronous SignSGD Architecture for Efficient and Secure Federated Learning. IEEE Trans. Dependable Secur. Comput. Chenhao Xu, Jiaqi Ge, Yao Deng, Longxiang Gao, Mengshi Zhang, Yong Li, Wanlei Zhou, Xi Zheng
2024	J	`jnl`	Cost-Effective Dynamic Alliance Pricing Mechanism Based on Distributed Edge Intelligence. IEEE Internet Things J. Zhihan Cao, Xi Zheng, Jianxiong Guo, Weijia Jia, Youke Wu, Tian Wang
2024	B	`conf`	Efficient Request Scheduling in Cross-Regional Edge Collaboration via Digital Twin Networks. IWQoS Yuzhu Liang, Guo Li, Jianxiong Guo, Qin Liu, Xi Zheng, Tian Wang
2024	J	`jnl`	FedAGA: A federated learning framework for enhanced inter-client relationship learning. Knowl. Based Syst. Jiaqi Ge, Gaochao Xu, Jianchao Lu, Chenhao Xu, Quan Z. Sheng, Xi Zheng
2024	J	`jnl`	Leveraging Digital Twin and DRL for Collaborative Context Offloading in C-V2X Autonomous Driving. IEEE Trans. Veh. Technol. Kangkang Sun, Jun Wu, Qianqian Pan, Xi Zheng, Jianhua Li, Shui Yu
2024	J	`jnl`	OFEI: A Semi-Black-Box Android Adversarial Sample Attack Framework Against DLaaS. IEEE Trans. Computers Guangquan Xu, Guohua Xin, Litao Jiao, Jian Liu, Shaoying Liu, Meiqi Feng, Xi Zheng
2024	J	`jnl`	Privacy-Preserving Distributed Transfer Learning and Its Application in Intelligent Transportation. IEEE Trans. Intell. Transp. Syst. Zhi Li, Hao Wang, Guangquan Xu, Alireza Jolfaei, Xi Zheng, Chunhua Su, Wenying Zhang
2024	J	`jnl`	Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach. CoRR Jiwei Guan, Tianyu Ding, Longbing Cao, Lei Pan, Chen Wang, Xi Zheng
2024	C	`conf`	Prompt Engineering Adversarial Attack Against Image Captioning Models. SIN Hiep Vo, Shui Yu, Xi Zheng
2024	B	`conf`	SGD-YOLOv5: A Small Object Detection Model for Complex Industrial Environments. IJCNN Jiabin Pei, Xiaoming Wu, Xiangzhi Liu, Longxiang Gao, Shui Yu, Xi Zheng
2024	J	`jnl`	Surveying neuro-symbolic approaches for reliable artificial intelligence of things. J. Reliab. Intell. Environ. Zhen Lu, Imran Afridi, Hong Jin Kang, Ivan Ruchkin, Xi Zheng
2024	—	`conf`	Testing Learning-Enabled Cyber-Physical Systems with Large-Language Models: A Formal Approach. SIGSOFT FSE Companion Xi Zheng, Aloysius K. Mok, Ruzica Piskac, Yong Jae Lee, Bhaskar Krishnamachari, Dakai Zhu, Oleg Sokolsky, Insup Lee
2023	J	`jnl`	A Privacy-Preserving Medical Data Sharing Scheme Based on Blockchain. IEEE J. Biomed. Health Informatics Guangquan Xu, Chen Qi, Wenyu Dong, Lixiao Gong, Shaoying Liu, Si Chen, Jian Liu, Xi Zheng
2023	J	`jnl`	ASQ-FastBM3D: An Adaptive Denoising Framework for Defending Adversarial Attacks in Machine Learning Enabled Systems. IEEE Trans. Reliab. Guangquan Xu, Zhengbo Han, Lixiao Gong, Litao Jiao, Hongpeng Bai, Shaoying Liu, Xi Zheng
2023	J	`jnl`	CUEING: A pioneer work of encoding human gaze for autonomous driving. CoRR Linfeng Liang, Yiran Wang, Yao Deng, Jianchao Lu, Chen Wang, Xi Zheng
2023	B	`conf`	Collaborative Edge Service Placement for Maximizing QoS with Distributed Data Cleaning. IWQoS Yuzhu Liang, Wenhua Wang, Xi Zheng, Qin Liu, Liang Wang, Tian Wang
2023	—	`conf`	Cost-Effective Dynamic Alliance Pricing Mechanism Based on Distributed Edge-Intelligence. ISPA/BDCloud/SocialCom/SustainCom Zhihan Cao, Xi Zheng, Jianxiong Guo, Weijia Jia, Yang Xu, Tian Wang
2023	J	`jnl`	DSHGT: Dual-Supervisors Heterogeneous Graph Transformer - A pioneer study of using heterogeneous graph learning for detecting software vulnerabilities. CoRR Tiehua Zhang, Rui Xu, Jianping Zhang, Yuzhe Tian, Xin Chen, Xiaowei Huang, Jun Yin, Xi Zheng
2023	J	`jnl`	EIDLS: An Edge-Intelligence-Based Distributed Learning System Over Internet of Things. IEEE Trans. Syst. Man Cybern. Syst. Tian Wang, Bing Sun, Liang Wang, Xi Zheng, Weijia Jia
2023	J	`jnl`	Edge Computing and Sensor-Cloud: Overview, Solutions, and Directions. ACM Comput. Surv. Tian Wang, Yuzhu Liang, Xuewei Shen, Xi Zheng, Adnan Mahmood, Quan Z. Sheng
2023	J	`jnl`	Friend-as-Learner: Socially-Driven Trustworthy and Efficient Wireless Federated Edge Learning. IEEE Trans. Mob. Comput. Xi Lin, Jun Wu, Jianhua Li, Xi Zheng, Gaolei Li
2023	—	`conf`	GDTM: Gaussian Differential Trust Mechanism for Optimal Recommender System. ICA3PP (6) Lixiao Gong, Guangquan Xu, Jingyi Cui, Xiao Wang, Shihui Fu, Xi Zheng, Shaoying Liu
2023	J	`jnl`	GenDroid: A query-efficient black-box android adversarial attack framework. Comput. Secur. Guangquan Xu, Hongfei Shao, Jingyi Cui, Hongpeng Bai, Jiliang Li, Guangdong Bai, Shaoying Liu, Weizhi Meng, Xi Zheng
2023	A	`conf`	IGA : An Improved Genetic Algorithm to Construct Weightwise (Almost) Perfectly Balanced Boolean Functions with High Weightwise Nonlinearity. AsiaCCS Lili Yan, Jingyi Cui, Jian Liu, Guangquan Xu, Lidong Han, Alireza Jolfaei, Xi Zheng
2023	J	`jnl`	LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces. CoRR Jianchao Lu, Yuzhe Tian, Yang Zhang, Jiaqi Ge, Quan Z. Sheng, Xi Zheng
2023	J	`jnl`	Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Chuxuan Tong, Xi Zheng, Jianhua Li, Xingjun Ma, Longxiang Gao, Yong Xiang
2023	J	`jnl`	RLaGA: A Reinforcement Learning Augmented Genetic Algorithm For Searching Real and Diverse Marker-Based Landing Violations. CoRR Linfeng Liang, Yao Deng, Kye Morton, Valtteri Kallinen, Alice James, Avishkar Seth, Endrowednes Kuantama, Subhas Mukhopadhyay, Richard Han, Xi Zheng
2023	J	`jnl`	SCA-LFD: Side-Channel Analysis-Based Load Forecasting Disturbance in the Energy Internet. IEEE Trans. Ind. Electron. Li Ding, Jun Wu, Changlian Li, Alireza Jolfaei, Xi Zheng
2023	J	`jnl`	TARGET: Traffic Rule-based Test Generation for Autonomous Driving Systems. CoRR Yao Deng, Jiaohong Yao, Zhi Tu, Xi Zheng, Mengshi Zhang, Tianyi Zhang
2023	J	`jnl`	Testing learning-enabled cyber-physical systems with Large-Language Models: A Formal Approach. CoRR Xi Zheng, Aloysius K. Mok, Ruzica Piskac, Yong Jae Lee, Bhaskar Krishnamachari, Dakai Zhu, Oleg Sokolsky, Insup Lee
2023	J	`jnl`	Trustworthy Sensor Fusion Against Inaudible Command Attacks in Advanced Driver-Assistance Systems. IEEE Internet Things J. Jiwei Guan, Lei Pan, Chen Wang, Shui Yu, Longxiang Gao, Xi Zheng
2023	J	`jnl`	Trustworthy Sensor Fusion against Inaudible Command Attacks in Advanced Driver-Assistance System. CoRR Jiwei Guan, Lei Pan, Chen Wang, Shui Yu, Longxiang Gao, Xi Zheng
2022	J	`jnl`	A survey of security and privacy issues in the Internet of Things from the layered context. Trans. Emerg. Telecommun. Technol. Samundra Deep, Xi Zheng, Alireza Jolfaei, Dongjin Yu, Pouya Ostovari, Ali Kashif Bashir
2022	C	`conf`	An Empirical Study on Model Pruning and Quantization. BROADNETS Yuzhe Tian, Tom H. Luan, Xi Zheng
2022	J	`jnl`	CPFL: An Effective Secure Cognitive Personalized Federated Learning Mechanism for Industry 4.0. IEEE Trans. Ind. Informatics Jinyan Wang, Guangquan Xu, Wenqing Lei, Lixiao Gong, Xi Zheng, Shaoying Liu
2022	J	`jnl`	Collaborative Three-Tier Architecture Noncontact Respiratory Rate Monitoring Using Target Tracking and False Peaks Eliminating Algorithms. IEEE Trans. Instrum. Meas. Haimiao Mo, Shuai Ding, Shanlin Yang, Athanasios V. Vasilakos, Xi Zheng
2022	J	`jnl`	Data Dissemination With Trajectory Privacy Protection for 6G-Oriented Vehicular Networks. IEEE Internet Things J. Youhua Xia, Libing Wu, Xi Zheng, Tianqi Yu, Jiong Jin
2022	J	`jnl`	DeCoP: Deep Learning for COVID-19 Prediction of Survival. IEEE Trans. Mol. Biol. Multi Scale Commun. Yao Deng, Shigang Liu, Alireza Jolfaei, Hongbing Cheng, Ziyuan Wang, Xi Zheng
2022	J	`jnl`	DynaComm: Accelerating Distributed CNN Training Between Edges and Clouds Through Dynamic Communication Scheduling. IEEE J. Sel. Areas Commun. Shangming Cai, Dongsheng Wang, Haixia Wang, Yongqiang Lyu, Guangquan Xu, Xi Zheng, Athanasios V. Vasilakos
2022	J	`jnl`	Edge-Based Communication Optimization for Distributed Federated Learning. IEEE Trans. Netw. Sci. Eng. Tian Wang, Yan Liu, Xi Zheng, Hong-Ning Dai, Weijia Jia, Mande Xie
2022	—	`conf`	Facilitating Decentralized and Opportunistic Learning in Pervasive Computing. PerCom Workshops Sangsu Lee, Christine Julien, Xi Zheng
2022	J	`jnl`	FedRel: An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning. CoRR Tiehua Zhang, Yuze Liu, Zhishu Shen, Rui Xu, Xin Chen, Xiaowei Huang, Xi Zheng
2022	J	`jnl`	Gain Without Pain: Offsetting DP-Injected Noises Stealthily in Cross-Device Federated Learning. IEEE Internet Things J. Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, Xi Zheng, Jessie Hui Wang, Song Guo, Chao Li
2022	J	`jnl`	Guided Activity Prediction for Minimally Invasive Surgery Safety Improvement in the Internet of Medical Things. IEEE Internet Things J. Hao Wang, Shuai Ding, Shanlin Yang, Chenguang Liu, Shui Yu, Xi Zheng
2022	J	`jnl`	Investigating the Prospect of Leveraging Blockchain and Machine Learning to Secure Vehicular Networks: A Survey. IEEE Trans. Intell. Transp. Syst. Mahdi Dibaei, Xi Zheng, Youhua Xia, Xiwei Xu, Alireza Jolfaei, Ali Kashif Bashir, Usman Tariq, Dongjin Yu, Athanasios V. Vasilakos
2022	J	`jnl`	JOSP: Joint Optimization of Flow Path Scheduling and Virtual Network Function Placement for Delay-Sensitive Applications. Mob. Networks Appl. Qing Lyu, Yonghang Zhou, Qilin Fan, Yongqiang Lyu, Xi Zheng, Guangquan Xu, Jun Li
2022	J	`jnl`	Non-Contact Negative Mood State Detection Using Reliability-Focused Multi-Modal Fusion Model. IEEE J. Biomed. Health Informatics Qian Rong, Shuai Ding, Zijie Yue, Yaping Wang, Linjie Wang, Xi Zheng, Yinghui Li
2022	B	`conf`	PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage Recognition. DSAA Jianchao Lu, Yuzhe Tian, Shuang Wang, Michael Sheng, Xi Zheng
2022	—	`conf`	Prototyping Opportunistic Learning in Resource Constrained Mobile Devices. PerCom Workshops Haoxiang Yu, Hsiao-Yuan Chen, Sangsu Lee, Xi Zheng, Christine Julien
2022	J	`jnl`	Resource Offload Consolidation Based on Deep-Reinforcement Learning Approach in Cyber-Physical Systems. IEEE Trans. Emerg. Top. Comput. Intell. Mahammad Shareef Mekala, Alireza Jolfaei, Gautam Srivastava, Xi Zheng, Amjad Anvari-Moghaddam, P. Viswanathan
2022	J	`jnl`	SPRNN: A spatial-temporal recurrent neural network for crowd flow prediction. Inf. Sci. Gaozhong Tang, Bo Li, Hong-Ning Dai, Xi Zheng
2022	—	`conf`	Scenario-based test reduction and prioritization for multi-module autonomous driving systems. ESEC/SIGSOFT FSE Yao Deng, Xi Zheng, Mengshi Zhang, Guannan Lou, Tianyi Zhang
2022	—	`conf`	Swarm: Playground for Large-scale Decentralized Learning Simulations. PerCom Workshops Sangsu Lee, Haoxiang Yu, Xi Zheng, Christine Julien
2022	—	`conf`	Testing of autonomous driving systems: where are we and where should we go? ESEC/SIGSOFT FSE Guannan Lou, Yao Deng, Xi Zheng, Mengshi Zhang, Tianyi Zhang
2021	J	`jnl`	Achieving Democracy in Edge Intelligence: A Fog-Based Collaborative Learning Scheme. IEEE Internet Things J. Tiehua Zhang, Zhishu Shen, Jiong Jin, Xi Zheng, Atsushi Tagami, Xianghui Cao
2021	J	`jnl`	An Energy-Efficient and Secure Data Inference Framework for Internet of Health Things: A Pilot Study. Sensors James Jin Kang, Mahdi Dibaei, Gang Luo, Wencheng Yang, Paul S. Haskell-Dowland, Xi Zheng
2021	J	`jnl`	An investigation into the state-of-the-practice autonomous driving testing. CoRR Guannan Lou, Yao Deng, Xi Zheng, Tianyi Zhang, Mengshi Zhang
2021	—	`conf`	Artifact: Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications. PerCom Workshops Sangsu Lee, Xi Zheng, Jie Hua, Haris Vikalo, Christine Julien
2021	J	`jnl`	Can Steering Wheel Detect Your Driving Fatigue? IEEE Trans. Veh. Technol. Jianchao Lu, Xi Zheng, Lihong Tang, Tianyi Zhang, Quan Z. Sheng, Chen Wang, Jiong Jin, Shui Yu, Wanlei Zhou
2021	J	`jnl`	Deep Learning-Based Autonomous Driving Systems: A Survey of Attacks and Defenses. CoRR Yao Deng, Tiehua Zhang, Guannan Lou, Xi Zheng, Jiong Jin, Qing-Long Han
2021	J	`jnl`	Deep Learning-Based Autonomous Driving Systems: A Survey of Attacks and Defenses. IEEE Trans. Ind. Informatics Yao Deng, Tiehua Zhang, Guannan Lou, Xi Zheng, Jiong Jin, Qing-Long Han
2021	J	`jnl`	DynaComm: Accelerating Distributed CNN Training between Edges and Clouds through Dynamic Communication Scheduling. CoRR Shangming Cai, Dongsheng Wang, Haixia Wang, Yongqiang Lyu, Guangquan Xu, Xi Zheng, Athanasios V. Vasilakos
2021	J	`jnl`	EIHDP: Edge-Intelligent Hierarchical Dynamic Pricing Based on Cloud-Edge-Client Collaboration for IoT Systems. IEEE Trans. Computers Tian Wang, Yucheng Lu, Jianhuang Wang, Hong-Ning Dai, Xi Zheng, Weijia Jia
2021	J	`jnl`	FNet: A Two-Stream Model for Detecting Adversarial Attacks against 5G-Based Deep Learning Services. Secur. Commun. Networks Guangquan Xu, Guofeng Feng, Litao Jiao, Meiqi Feng, Xi Zheng, Jian Liu
2021	J	`jnl`	Generalized Centered 2-D Principal Component Analysis. IEEE Trans. Cybern. Gongyu Zhou, Guangquan Xu, Jianye Hao, Shizhan Chen, Junfeng Xu, Xi Zheng
2021	J	`jnl`	Leveraging Energy Function Virtualization With Game Theory for Fault-Tolerant Smart Grid. IEEE Trans. Ind. Informatics Kuan Wang, Jun Wu, Xi Zheng, Alireza Jolfaei, Jianhua Li, Dongjin Yu
2021	—	`conf`	MFF-AMD: Multivariate Feature Fusion for Android Malware Detection. CollaborateCom (1) Guangquan Xu, Meiqi Feng, Litao Jiao, Jian Liu, Hong-Ning Dai, Ding Wang, Emmanouil Panaousis, Xi Zheng
2021	J	`jnl`	OFEI: A Semi-black-box Android Adversarial Sample Attack Framework Against DLaaS. CoRR Guangquan Xu, Guohua Xin, Litao Jiao, Jian Liu, Shaoying Liu, Meiqi Feng, Xi Zheng
2021	A*	`conf`	Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications. PerCom Sangsu Lee, Xi Zheng, Jie Hua, Haris Vikalo, Christine Julien
2021	J	`jnl`	Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications. CoRR Sangsu Lee, Xi Zheng, Jie Hua, Haris Vikalo, Christine Julien
2021	B	`conf`	PDAAA: Progressive Defense Against Adversarial Attacks for Deep Learning-as-a-Service in Internet of Things. TrustCom Ling Wang, Cheng Zhang, Zejian Luo, Chenguang Liu, Jie Liu, Xi Zheng
2021	J	`jnl`	Privacy-Preserving Federated Learning Framework Based on Chained Secure Multiparty Computing. IEEE Internet Things J. Yong Li, Yipeng Zhou, Alireza Jolfaei, Dongjin Yu, Gaochao Xu, Xi Zheng
2021	J	`jnl`	Privacy-preserving Time-series Medical Images Analysis Using a Hybrid Deep Learning Framework. ACM Trans. Internet Techn. Zijie Yue, Shuai Ding, Lei Zhao, Youtao Zhang, Zehong Cao, Mohammad Tanveer, Alireza Jolfaei, Xi Zheng
2021	J	`jnl`	RICA-MD: A Refined ICA Algorithm for Motion Detection. ACM Trans. Multim. Comput. Commun. Appl. Chao Zhang, Xiaopei Wu, Jianchao Lu, Xi Zheng, Alireza Jolfaei, Quan Z. Sheng, Dongjin Yu
2021	B	`conf`	Robust Sensor Fusion Algorithms Against Voice Command Attacks in Autonomous Vehicles. TrustCom Jiwei Guan, Xi Zheng, Chen Wang, Yipeng Zhou, Alireza Jolfaei
2021	J	`jnl`	Robust Sensor Fusion Algorithms Against VoiceCommand Attacks in Autonomous Vehicles. CoRR Jiwei Guan, Xi Zheng, Chen Wang, Yipeng Zhou, Alireza Jolfaei
2021	J	`jnl`	SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems. CoRR Chenhao Xu, Yong Li, Yao Deng, Jiaqi Ge, Longxiang Gao, Mengshi Zhang, Yong Xiang, Xi Zheng
2021	J	`jnl`	SG-PBFT: a Secure and Highly Efficient Blockchain PBFT Consensus Algorithm for Internet of Vehicles. CoRR Guangquan Xu, Yihua Liu, Jun Xing, Tao Luo, Yonghao Gu, Shaoying Liu, Xi Zheng, Athanasios V. Vasilakos
2021	J	`jnl`	SolGuard: Preventing external call issues in smart contract-based multi-agent robotic systems. Inf. Sci. Purathani Praitheeshan, Lei Pan, Xi Zheng, Alireza Jolfaei, Robin Doss
2021	J	`jnl`	Sparse Trust Data Mining. IEEE Trans. Inf. Forensics Secur. Pengli Nie, Guangquan Xu, Litao Jiao, Shaoying Liu, Jian Liu, Weizhi Meng, Hongyue Wu, Meiqi Feng, Weizhe Wang, Zhengjun Jing, Xi Zheng
2021	B	`conf`	Sybil Attacks and Defense on Differential Privacy based Federated Learning. TrustCom Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng
2021	J	`jnl`	TT-SVD: An Efficient Sparse Decision-Making Model With Two-Way Trust Recommendation in the AI-Enabled IoT Systems. IEEE Internet Things J. Guangquan Xu, Yuyang Zhao, Litao Jiao, Meiqi Feng, Zhong Ji, Emmanouil Panaousis, Si Chen, Xi Zheng
2021	J	`jnl`	Unsupervised-Learning-Based Continuous Depth and Motion Estimation With Monocular Endoscopy for Virtual Reality Minimally Invasive Surgery. IEEE Trans. Ind. Informatics Ling Li, Xiaojian Li, Shanlin Yang, Shuai Ding, Alireza Jolfaei, Xi Zheng
2020	J	`jnl`	A Security-Enhanced Certificateless Aggregate Signature Authentication Protocol for InVANETs. IEEE Netw. Guangquan Xu, Wenjuan Zhou, Arun Kumar Sangaiah, Yao Zhang, Xi Zheng, Qiang Tang, Naixue Xiong, Kaitai Liang, Xiaokang Zhou
2020	J	`jnl`	A Survey on Anomalous Behavior Detection for Elderly Care Using Dense-Sensing Networks. IEEE Commun. Surv. Tutorials Samundra Deep, Xi Zheng, Chandan K. Karmakar, Dongjin Yu, Leonard G. C. Hamey, Jiong Jin
2020	J	`jnl`	Am I eclipsed? A smart detector of eclipse attacks for Ethereum. Comput. Secur. Guangquan Xu, Bingjiang Guo, Chunhua Su, Xi Zheng, Kaitai Liang, Duncan S. Wong, Hao Wang
2020	J	`jnl`	An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models. CoRR Yao Deng, Xi Zheng, Tianyi Zhang, Chen Chen, Guannan Lou, Miryung Kim
2020	J	`jnl`	An Intelligent Dynamic Offloading From Cloud to Edge for Smart IoT Systems With Big Data. IEEE Trans. Netw. Sci. Eng. Tian Wang, Yuzhu Liang, Yilin Zhang, Xi Zheng, Muhammad Arif, Jin Wang, Qun Jin
2020	J	`jnl`	Attacks and defences on intelligent connected vehicles: a survey. Digit. Commun. Networks Mahdi Dibaei, Xi Zheng, Kun Jiang, Robert Abbas, Shigang Liu, Yuexin Zhang, Yang Xiang, Shui Yu
2020	J	`jnl`	BAGKD: A Batch Authentication and Group Key Distribution Protocol for VANETs. IEEE Commun. Mag. Guangquan Xu, Xiaotong Li, Litao Jiao, Weizhe Wang, Ao Liu, Chunhua Su, Xi Zheng, Shaoying Liu, Xiaochun Cheng
2020	J	`jnl`	Big Data Cleaning Based on Mobile Edge Computing in Industrial Sensor-Cloud. IEEE Trans. Ind. Informatics Tian Wang, Haoxiong Ke, Xi Zheng, Kun Wang, Arun Kumar Sangaiah, Anfeng Liu
2020	J	`jnl`	Cluster-Enabled Cooperative Scheduling Based on Reinforcement Learning for High-Mobility Vehicular Networks. IEEE Trans. Veh. Technol. Youhua Xia, Libing Wu, Zhibo Wang, Xi Zheng, Jiong Jin
2020	J	`jnl`	DLRRMS: Deep Learning based Respiratory Rate Monitoring System using Mobile Robots and Edges. CoRR Haimiao Mo, Shuai Ding, Shanlin Yang, Xi Zheng, Athanasios V. Vasilakos
2020	J	`jnl`	Dynamic clustering method for imbalanced learning based on AdaBoost. J. Supercomput. Xiaoheng Deng, Yuebin Xu, Lingchi Chen, Weijian Zhong, Alireza Jolfaei, Xi Zheng
2020	J	`jnl`	Edge-based differential privacy computing for sensor-cloud systems. J. Parallel Distributed Comput. Tian Wang, Yaxin Mei, Weijia Jia, Xi Zheng, Guojun Wang, Mande Xie
2020	J	`jnl`	Efficient Human Activity Recognition Using a Single Wearable Sensor. IEEE Internet Things J. Jianchao Lu, Xi Zheng, Michael Sheng, Jiong Jin, Shui Yu
2020	—	`conf`	FengHuoLun: A Federated Learning based Edge Computing Platform for Cyber-Physical Systems. PerCom Workshops Chong Zhang, Xiao Liu, Xi Zheng, Rui Li, Huai Liu
2020	J	`jnl`	Fog-based Secure Service Discovery for Internet of Multimedia Things: A Cross-blockchain Approach. ACM Trans. Multim. Comput. Commun. Appl. Haoran Liang, Jun Wu, Xi Zheng, Mengshi Zhang, Jianhua Li, Alireza Jolfaei
2020	J	`jnl`	Guest Editorial: Special Section on Emerging Privacy and Security Issues Brought by Artificial Intelligence in Industrial Informatics. IEEE Trans. Ind. Informatics Meikang Qiu, Hongning Dai, Arun Kumar Sangaiah, Kaitai Liang, Xi Zheng
2020	J	`jnl`	HUCDO: A Hybrid User-centric Data Outsourcing Scheme. ACM Trans. Cyber Phys. Syst. Ke Huang, Xiaosong Zhang, Xiaofen Wang, Yi Mu, Fatemeh Rezaeibagha, Guangquan Xu, Hao Wang, Xi Zheng, Guomin Yang, Qi Xia, Xiaojiang Du
2020	J	`jnl`	Integrating NFV and ICN for Advanced Driver-Assistance Systems. IEEE Internet Things J. Jianan Li, Jun Wu, Guangquan Xu, Jianhua Li, Xi Zheng, Alireza Jolfaei
2020	J	`jnl`	Leveraging AI and Intelligent Reflecting Surface for Energy-Efficient Communication in 6G IoT. CoRR Qianqian Pan, Jun Wu, Xi Zheng, Jianhua Li, Shenghong Li, Athanasios V. Vasilakos
2020	J	`jnl`	Mitigating Sybil Attacks on Differential Privacy based Federated Learning. CoRR Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng
2020	—	`conf`	Privacy-Aware Key Task Scheduling in Vehicular Networks Based on Incentive Mechanism. HPCC/DSS/SmartCity Youhua Xia, Libing Wu, Jiong Jin, Tiehua Zhang, Xi Zheng
2020	J	`jnl`	Progressive Defense Against Adversarial Attacks for Deep Learning as a Service in Internet of Things. CoRR Ling Wang, Cheng Zhang, Zejian Luo, Chenguang Liu, Jie Liu, Xi Zheng, Athanasios V. Vasilakos
2020	J	`jnl`	RMT: Rule-based Metamorphic Testing for Autonomous Driving Models. CoRR Yao Deng, Xi Zheng, Tianyi Zhang, Guannan Lou, Huai Liu, Miryung Kim
2020	J	`jnl`	Rate-Adaptive Fog Service Platform for Heterogeneous IoT Applications. IEEE Internet Things J. Tiehua Zhang, Jiong Jin, Xi Zheng, Yun Yang
2020	J	`jnl`	SFE-GACN: A Novel Unknown Attack Detection Method Using Intra Categories Generation in Embedding Space. CoRR Ao Liu, Guangquan Xu, Dexiang Zhou, Xi Zheng, Jianting Ning, Rui Wang, Hao Wang, Hong-Ning Dai, Xiaojiang Du
2020	J	`jnl`	SSL-SVD: Semi-supervised Learning-based Sparse Trust Recommendation. ACM Trans. Internet Techn. Zhengdi Hu, Guangquan Xu, Xi Zheng, Jiang Liu, Zhangbing Li, Quan Z. Sheng, Wenjuan Lian, Hequn Xian
2020	B	`conf`	TDD4Fog: A Test-Driven Software Development Platform for Fog Computing Systems. CCGRID Rui Li, Xiao Liu, Xi Zheng, Chong Zhang, Huai Liu
2020	J	`jnl`	Trust2Privacy: A Novel Fuzzy Trust-to-Privacy Mechanism for Mobile Social Networks. IEEE Wirel. Commun. Guangquan Xu, Bingyan Liu, Litao Jiao, Xiaotong Li, Meiqi Feng, Kaitai Liang, Lei Ma, Xi Zheng
2019	J	`jnl`	A survey of security and privacy issues in the Internet of Things from the layered context. CoRR Samundra Deep, Xi Zheng, Len Hamey
2019	J	`jnl`	A survey on security issues in services communication of Microservices-enabled fog applications. Concurr. Comput. Pract. Exp. Dongjin Yu, Yike Jin, Yuqun Zhang, Xi Zheng
2019	J	`jnl`	APDP: Attack-Proof Personalized Differential Privacy Model for a Smart Home. IEEE Access Yuping Zhang, Youyang Qu, Longxiang Gao, Tom H. Luan, Xi Zheng, Shiping Chen, Yong Xiang
2019	J	`jnl`	An Overview of Attacks and Defences on Intelligent Connected Vehicles. CoRR Mahdi Dibaei, Xi Zheng, Kun Jiang, Sasa Maric, Robert Abbas, Shigang Liu, Yuexin Zhang, Yao Deng, Sheng Wen, Jun Zhang, Yang Xiang, Shui Yu
2019	J	`jnl`	CSP-E Inf. Sci. Guangquan Xu, Yao Zhang, Arun Kumar Sangaiah, Xiaohong Li, Aniello Castiglione, Xi Zheng
2019	J	`jnl`	Crowdsourcing Mechanism for Trust Evaluation in CPCS Based on Intelligent Mobile Edge Computing. ACM Trans. Intell. Syst. Technol. Tian Wang, Hao Luo, Xi Zheng, Mande Xie
2019	J	`jnl`	Detecting Difference Between Process Models Using Edge Network. IEEE Access Jiaxing Wang, Bin Cao, Xi Zheng, Dapeng Tan, Jing Fan
2019	—	`conf`	Detection of Smoking Events from Confounding Activities of Daily Living. ACSW Jianchao Lu, Jiaxing Wang, Xi Zheng, Chandan K. Karmakar, Sutharshan Rajasegarar
2019	J	`jnl`	Driver Drowsiness Detection Using Multi-Channel Second Order Blind Identifications. IEEE Access Chao Zhang, Xiaopei Wu, Xi Zheng, Shui Yu
2019	J	`jnl`	E-AUA: An Efficient Anonymous User Authentication Protocol for Mobile IoT. IEEE Internet Things J. Xianjiao Zeng, Guangquan Xu, Xi Zheng, Yang Xiang, Wanlei Zhou
2019	A	`conf`	ESDA: An Energy-Saving Data Analytics Fog Service Platform. ICSOC Tiehua Zhang, Zhishu Shen, Jiong Jin, Atsushi Tagami, Xi Zheng, Yun Yang
2019	C	`conf`	Hybrid Model Featuring CNN and LSTM Architecture for Human Activity Recognition on Smartphone Sensor Data. PDCAT Samundra Deep, Xi Zheng
2019	Misc	`conf`	Leveraging CNN and Transfer Learning for Vision-based Human Activity Recognition. ITNAC Samundra Deep, Xi Zheng
2019	C	`conf`	MFE-HAR: multiscale feature engineering for human activity recognition using wearable sensors. MobiQuitous Jianchao Lu, Xi Zheng, Quan Z. Sheng, Zawar Hussain, Jiaxing Wang, Wanlei Zhou
2019	B	`conf`	SSL-STR: Semi-Supervised Learning for Sparse Trust Recommendation. GLOBECOM Zhengdi Hu, Guangquan Xu, Xi Zheng, Jiang Liu, Xiaojiang Du
2019	J	`jnl`	SmartVM: a SLA-aware microservice deployment framework. World Wide Web Tianlei Zheng, Xi Zheng, Yuqun Zhang, Yao Deng, ErXi Dong, Rui Zhang, Xiao Liu
2019	J	`jnl`	Using AI to Attack VA: A Stealthy Spyware Against Voice Assistances in Smart Phones. IEEE Access Rongjunchen Zhang, Xiao Chen, Sheng Wen, Xi Zheng, Yong Ding
2019	J	`jnl`	Using Sparse Representation to Detect Anomalies in Complex WSNs. ACM Trans. Intell. Syst. Technol. Xiaoming Li, Guangquan Xu, Xi Zheng, Kaitai Liang, Emmanouil Panaousis, Tao Li, Wei Wang, Chao Shen
2019	—	`conf`	Verification of Microservices Using Metamorphic Testing. ICA3PP (1) Gang Luo, Xi Zheng, Huai Liu, Rongbin Xu, Dinesh Nagumothu, Ranjith Janapareddi, Er Zhuang, Xiao Liu
2019	J	`jnl`	When Road Information Meets Data Mining: Precision Detection for Heading and Width of Roads. IEEE Access Xun Zhou, Xuelian Cai, Yuehang Bu, Xi Zheng, Jiong Jin, Tom H. Luan, Changle Li
2019	J	`jnl`	When Sensor-Cloud Meets Mobile Edge Computing. Sensors Tian Wang, Yucheng Lu, Zhihan Cao, Lei Shu, Xi Zheng, Anfeng Liu, Mande Xie
2018	J	`jnl`	A Hybrid Method Combining Markov Prediction and Fuzzy Classification for Driving Condition Recognition. IEEE Trans. Veh. Technol. HaiMing Xie, Guangyu Tian, Guangqian Du, Yong Huang, Hongxu Chen, Xi Zheng, Tom H. Luan
2018	—	`conf`	COMEC: Computation Offloading for Video-Based Heart Rate Detection APP in Mobile Edge Computing. ISPA/IUCC/BDCloud/SocialCom/SustainCom Xuejun Li, Ruimiao Ding, Xiao Liu, Wenqiang Yan, Jia Xu, Han Gao, Xi Zheng
2018	A	`conf`	DAliM: Machine Learning Based Intelligent Lucky Money Determination for Large-Scale E-Commerce Businesses. ICSOC Min Fu, Chi Man Wong, Hai Zhu, Yanjun Huang, Yuanping Li, Xi Zheng, Jia Wu, Jian Yang, Chi-Man Vong
2018	J	`jnl`	Efficient and Scalable Runtime Monitoring for Cyber-Physical System. IEEE Syst. J. Xi Zheng, Christine Julien, Rodion M. Podorozhny, Franck Cassez, Thierry Rakotoarivelo
2018	J	`jnl`	Investigating Key User Experiencing Engineering Aspects in Software-as-a-Service Service Delivery Model. CoRR Lakshmi Sirisha Revadi, Xi Zheng, Yupeng Jiang
2018	J	`jnl`	Object localisation through clustering unreliable ultrasonic range sensors. Int. J. Sens. Networks Lei Pan, Xi Zheng, Philip Kolar, Shaun Bangay
2018	—	`conf`	Roundtable Gossip Algorithm: A Novel Sparse Trust Mining Method for Large-Scale Recommendation Systems. ICA3PP (4) Mengdi Liu, Guangquan Xu, Jun Zhang, Rajan Shankaran, Gang Luo, Xi Zheng, Zonghua Zhang
2018	—	`conf`	SoProtector: Securing Native C/C++ Libraries for Mobile Applications. ICA3PP (3) Ning Zhang, Guangquan Xu, Guozhu Meng, Xi Zheng
2017	—	`conf`	A Testbed for Security Analysis of Modern Vehicle Systems. TrustCom/BigDataSE/ICESS Xi Zheng, Lei Pan, Hongxu Chen, Rick Di Pietro, Lynn Batten
2017	J	`jnl`	Big data storage and management in SaaS applications. J. Commun. Inf. Networks Xi Zheng, Min Fu, Mohit Chugh
2017	—	`conf`	BigVM: A Multi-Layer-Microservice-Based Platform for Deploying SaaS. CBD Tianlei Zheng, Yuqun Zhang, Xi Zheng, Min Fu, Xiao Liu
2017	—	`conf`	Bullseye: structured passage retrieval and document highlighting for scholarly search. ACSW Xi Zheng, Akanksha Bansal, Matthew Lease
2017	J	`jnl`	Cyber security attacks to modern vehicular systems. J. Inf. Secur. Appl. Lei Pan, Xi Zheng, H. X. Chen, Tom H. Luan, H. Bootwala, Lynn Margaret Batten
2017	—	`conf`	Non-invasive sensor based automated smoking activity detection. EMBC Babin Bhandari, Jianchao Lu, Xi Zheng, Sutharshan Rajasegarar, Chandan K. Karmakar
2017	—	`conf`	PaaS - black or white: an investigation into software development model for building retail industry SaaS. ICSE (Companion Volume) Vu Viet Hoang Pham, Xiao Liu, Xi Zheng, Min Fu, Sahil Vikas Deshpande, Weidong Xia, Roger Zhou, Mohamed Abdelrazek
2017	J	`jnl`	Perceptions on the State of the Art in Verification and Validation in Cyber-Physical Systems. IEEE Syst. J. Xi Zheng, Christine Julien, Miryung Kim, Sarfraz Khurshid
2017	J	`jnl`	Real-Time Simulation Support for Runtime Verification of Cyber-Physical Systems. ACM Trans. Embed. Comput. Syst. Xi Zheng, Christine Julien, Hongxu Chen, Rodion M. Podorozhny, Franck Cassez
2017	—	`conf`	Security analysis of modern mission critical android mobile applications. ACSW Xi Zheng, Lei Pan, Erdem Yilmaz
2017	A	`conf`	Service2vec: A Vector Representation for Web Services. ICWS Yuqun Zhang, Mengshi Zhang, Xi Zheng, Dewayne E. Perry
2017	—	`conf`	SmartVM: A Multi-Layer Microservice-Based Platform for Deploying SaaS. ISPA/IUCC Xi Zheng, Jiaojiao Jiang, Yuqun Zhang, Yao Deng, Min Fu, Tianlei Zheng, Xiao Liu
2016	—	`conf`	Investigating Security Vulnerabilities in Modern Vehicle Systems. ATIS Xi Zheng, Lei Pan, Hongxu Chen, Peiyin Wang
2015	B	`conf`	BraceAssertion: Runtime Verification of Cyber-Physical Systems. MASS Xi Zheng, Christine Julien, Rodion M. Podorozhny, Franck Cassez
2015	—	`conf`	Verification and Validation in Cyber Physical Systems: Research Challenges and a Way Forward. SEsCPS@ICSE Xi Zheng, Christine Julien
2014	—	`conf`	BraceForce: a middleware to enable sensing integration in mobile applications for novice programmers. MOBILESoft Xi Zheng, Dewayne E. Perry, Christine Julien
2014	J	`jnl`	Bullseye: Structured Passage Retrieval and Document Highlighting for Scholarly Search. CoRR Xi Zheng, Akanksha Bansal, Matthew Lease
2014	—	`conf`	Physically informed assertions for cyber physical systems development and debugging. PerCom Workshops Xi Zheng
2014	—	`conf`	WiP abstract: BraceForce: Software engineering support for sensing in CPS applications. ICCPS Xi Zheng, Dewayne E. Perry, Christine Julien