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James Xi Zheng

Xi Zheng 0001

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affiliation: Macquarie University, Department of Computing, Australia
affiliation (former): Deakin University, Australia
affiliation (former): University of Texas at Austin, Center for Advanced Research in Software Engineering, USA

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2025
[i38]
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  - journals/corr/abs-2501-14451
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Linfeng Liang, Xi Zheng:
MARL-OT: Multi-Agent Reinforcement Learning Guided Online Fuzzing to Detect Safety Violation in Autonomous Driving Systems. CoRR abs/2501.14451 (2025)
2024
[j99]
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Qiong Li, Wanlei Zhou, James Xi Zheng:
Distributed Learning in Intelligent Transportation Systems: A Survey. Inf. 15(9): 550 (2024)
[j98]
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Zhihan Cao, Xi Zheng, Jianxiong Guo, Weijia Jia, Youke Wu, Tian Wang:
Cost-Effective Dynamic Alliance Pricing Mechanism Based on Distributed Edge Intelligence. IEEE Internet Things J. 11(21): 34471-34481 (2024)
[j97]
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Jiaqi Ge, Gaochao Xu, Jianchao Lu, Chenhao Xu, Quan Z. Sheng, Xi Zheng:
FedAGA: A federated learning framework for enhanced inter-client relationship learning. Knowl. Based Syst. 286: 111399 (2024)
[j96]
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Tiehua Zhang, Yuze Liu, Zhishu Shen, Rui Xu, Xin Chen, Xiaowei Huang, Xi Zheng:
An Adaptive Federated Relevance Framework for Spatial-Temporal Graph Learning. IEEE Trans. Artif. Intell. 5(5): 2227-2240 (2024)
[j95]
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Chuxuan Tong, Iynkaran Natgunanathan, Yong Xiang, Jianhua Li, Tianrui Zong, James Xi Zheng, Longxiang Gao:
Enhancing Robustness of Speech Watermarking Using a Transformer-Based Framework Exploiting Acoustic Features. IEEE ACM Trans. Audio Speech Lang. Process. 32: 4822-4837 (2024)
[j94]
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Guangquan Xu, Guohua Xin, Litao Jiao, Jian Liu, Shaoying Liu, Meiqi Feng, Xi Zheng:
OFEI: A Semi-Black-Box Android Adversarial Sample Attack Framework Against DLaaS. IEEE Trans. Computers 73(4): 956-969 (2024)
[j93]
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Chenhao Xu, Jiaqi Ge, Yao Deng, Longxiang Gao, Mengshi Zhang, Yong Li, Wanlei Zhou, Xi Zheng:
BASS: A Blockchain-Based Asynchronous SignSGD Architecture for Efficient and Secure Federated Learning. IEEE Trans. Dependable Secur. Comput. 21(6): 5388-5402 (2024)
[j92]
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Zhi Li, Hao Wang, Guangquan Xu, Alireza Jolfaei, Xi Zheng, Chunhua Su, Wenying Zhang:
Privacy-Preserving Distributed Transfer Learning and Its Application in Intelligent Transportation. IEEE Trans. Intell. Transp. Syst. 25(3): 2253-2269 (2024)
[j91]
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Jingyi Cui, Guangquan Xu, Jian Liu, Shicheng Feng, Jianli Wang, Hao Peng, Shihui Fu, Zhaohua Zheng, James Xi Zheng, Shaoying Liu:
ID-SR: Privacy-Preserving Social Recommendation Based on Infinite Divisibility for Trustworthy AI. ACM Trans. Knowl. Discov. Data 18(7): 161 (2024)
[j90]
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Chenhao Xu, Jiaqi Ge, Yong Li, Yao Deng, Longxiang Gao, Mengshi Zhang, Yong Xiang, James Xi Zheng:
SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems. IEEE Trans. Mob. Comput. 23(5): 4453-4466 (2024)
[j89]
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Changjie Shao, Gaolei Li, Jun Wu, James Xi Zheng:
Exploring Semantic Redundancy using Backdoor Triggers: A Complementary Insight into the Challenges Facing DNN-based Software Vulnerability Detection. ACM Trans. Softw. Eng. Methodol. 33(4): 92:1-92:28 (2024)
[j88]
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Tiehua Zhang, Rui Xu, Jianping Zhang, Yuze Liu, Xin Chen, Jun Yin, Xi Zheng:
DSHGT: Dual-Supervisors Heterogeneous Graph Transformer - A Pioneer Study of Using Heterogeneous Graph Learning for Detecting Software Vulnerabilities. ACM Trans. Softw. Eng. Methodol. 33(8): 202:1-202:31 (2024)
[j87]
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Kangkang Sun, Jun Wu, Qianqian Pan, Xi Zheng, Jianhua Li, Shui Yu:
Leveraging Digital Twin and DRL for Collaborative Context Offloading in C-V2X Autonomous Driving. IEEE Trans. Veh. Technol. 73(4): 5020-5035 (2024)
[c63]
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  - conf/ijcnn/PeiWLGYZ24
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Jiabin Pei, Xiaoming Wu, Xiangzhi Liu, Longxiang Gao, Shui Yu, Xi Zheng:
SGD-YOLOv5: A Small Object Detection Model for Complex Industrial Environments. IJCNN 2024: 1-10
[c62]
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Yuzhu Liang, Guo Li, Jianxiong Guo, Qin Liu, Xi Zheng, Tian Wang:
Efficient Request Scheduling in Cross-Regional Edge Collaboration via Digital Twin Networks. IWQoS 2024: 1-6
[c61]
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  - conf/sigsoft/0002MPLK0S024
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Xi Zheng, Aloysius K. Mok, Ruzica Piskac, Yong Jae Lee, Bhaskar Krishnamachari, Dakai Zhu, Oleg Sokolsky, Insup Lee:
Testing Learning-Enabled Cyber-Physical Systems with Large-Language Models: A Formal Approach. SIGSOFT FSE Companion 2024: 467-471
[c60]
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Hiep Vo, Shui Yu, Xi Zheng:
Prompt Engineering Adversarial Attack Against Image Captioning Models. SIN 2024: 1-7
[i37]
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  - journals/corr/abs-2408-13461
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Jiwei Guan, Tianyu Ding, Longbing Cao, Lei Pan, Chen Wang, Xi Zheng:
Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach. CoRR abs/2408.13461 (2024)
2023
[j86]
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Guangquan Xu, Hongfei Shao, Jingyi Cui, Hongpeng Bai, Jiliang Li, Guangdong Bai, Shaoying Liu, Weizhi Meng, Xi Zheng:
GenDroid: A query-efficient black-box android adversarial attack framework. Comput. Secur. 132: 103359 (2023)
[j85]
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Tian Wang, Yuzhu Liang, Xuewei Shen, Xi Zheng, Adnan Mahmood, Quan Z. Sheng:
Edge Computing and Sensor-Cloud: Overview, Solutions, and Directions. ACM Comput. Surv. 55(13s): 281:1-281:37 (2023)
[j84]
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Guangquan Xu, Wenyu Dong, Jun Xing, Wenqing Lei, Jian Liu, Lixiao Gong, Meiqi Feng, James Xi Zheng, Shaoying Liu:
Delay-CJ: A novel cryptojacking covert attack method based on delayed strategy and its detection. Digit. Commun. Networks 9(5): 1169-1179 (2023)
[j83]
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Jiwei Guan, Lei Pan, Chen Wang, Shui Yu, Longxiang Gao, Xi Zheng:
Trustworthy Sensor Fusion Against Inaudible Command Attacks in Advanced Driver-Assistance Systems. IEEE Internet Things J. 10(19): 17254-17264 (2023)
[j82]
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Chuxuan Tong, Xi Zheng, Jianhua Li, Xingjun Ma, Longxiang Gao, Yong Xiang:
Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3981-3992 (2023)
[j81]
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Kuan Wang, Jun Wu, James Xi Zheng, Jianhua Li, Wu Yang, Athanasios V. Vasilakos:
Cloud-Edge Orchestrated Power Dispatching for Smart Grid With Distributed Energy Resources. IEEE Trans. Cloud Comput. 11(2): 1194-1203 (2023)
[j80]
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  - journals/tie/DingWLJZ23
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Li Ding, Jun Wu, Changlian Li, Alireza Jolfaei, Xi Zheng:
SCA-LFD: Side-Channel Analysis-Based Load Forecasting Disturbance in the Energy Internet. IEEE Trans. Ind. Electron. 70(3): 3199-3208 (2023)
[j79]
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Guangquan Xu, Chen Qi, Wenyu Dong, Lixiao Gong, Shaoying Liu, Si Chen, Jian Liu, Xi Zheng:
A Privacy-Preserving Medical Data Sharing Scheme Based on Blockchain. IEEE J. Biomed. Health Informatics 27(2): 698-709 (2023)
[j78]
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  - journals/tmc/LinWLZL23
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Xi Lin, Jun Wu, Jianhua Li, Xi Zheng, Gaolei Li:
Friend-as-Learner: Socially-Driven Trustworthy and Efficient Wireless Federated Edge Learning. IEEE Trans. Mob. Comput. 22(1): 269-283 (2023)
[j77]
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Guangquan Xu, Zhengbo Han, Lixiao Gong, Litao Jiao, Hongpeng Bai, Shaoying Liu, Xi Zheng:
ASQ-FastBM3D: An Adaptive Denoising Framework for Defending Adversarial Attacks in Machine Learning Enabled Systems. IEEE Trans. Reliab. 72(1): 317-328 (2023)
[j76]
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Yao Deng, James Xi Zheng, Tianyi Zhang, Huai Liu, Guannan Lou, Miryung Kim, Tsong Yueh Chen:
A Declarative Metamorphic Testing Framework for Autonomous Driving. IEEE Trans. Software Eng. 49(4): 1964-1982 (2023)
[j75]
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Tian Wang, Bing Sun, Liang Wang, Xi Zheng, Weijia Jia:
EIDLS: An Edge-Intelligence-Based Distributed Learning System Over Internet of Things. IEEE Trans. Syst. Man Cybern. Syst. 53(7): 3966-3978 (2023)
[c59]
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  - conf/asiaccs/YanCLXHJ023
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Lili Yan, Jingyi Cui, Jian Liu, Guangquan Xu, Lidong Han, Alireza Jolfaei, Xi Zheng:
IGA : An Improved Genetic Algorithm to Construct Weightwise (Almost) Perfectly Balanced Boolean Functions with High Weightwise Nonlinearity. AsiaCCS 2023: 638-648
[c58]
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  - conf/bdcloud/Cao0G0X023
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Zhihan Cao, Xi Zheng, Jianxiong Guo, Weijia Jia, Yang Xu, Tian Wang:
Cost-Effective Dynamic Alliance Pricing Mechanism Based on Distributed Edge-Intelligence. ISPA/BDCloud/SocialCom/SustainCom 2023: 612-619
[c57]
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Lixiao Gong, Guangquan Xu, Jingyi Cui, Xiao Wang, Shihui Fu, Xi Zheng, Shaoying Liu:
GDTM: Gaussian Differential Trust Mechanism for Optimal Recommender System. ICA3PP (6) 2023: 78-92
[c56]
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Yuzhu Liang, Wenhua Wang, Xi Zheng, Qin Liu, Liang Wang, Tian Wang:
Collaborative Edge Service Placement for Maximizing QoS with Distributed Data Cleaning. IWQoS 2023: 1-4
[c55]
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Haoxiang Yu, James Xi Zheng, Christine Julien:
Demo Abstract: HybriSim - A Hybrid Simulation System for Distributed Machine Learning with Mobility. SenSys 2023: 474-475
[i36]
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  - journals/corr/abs-2304-05354
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Haoxiang Yu, Hsiao-Yuan Chen, Sangsu Lee, Sriram Vishwanath, James Xi Zheng, Christine Julien:
iDML: Incentivized Decentralized Machine Learning. CoRR abs/2304.05354 (2023)
[i35]
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  - journals/corr/abs-2305-06018
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Yao Deng, Jiaohong Yao, Zhi Tu, Xi Zheng, Mengshi Zhang, Tianyi Zhang:
TARGET: Traffic Rule-based Test Generation for Autonomous Driving Systems. CoRR abs/2305.06018 (2023)
[i34]
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  - journals/corr/abs-2305-15710
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Linfeng Liang, Yiran Wang, Yao Deng, Jianchao Lu, Chen Wang, Xi Zheng:
CUEING: A pioneer work of encoding human gaze for autonomous driving. CoRR abs/2305.15710 (2023)
[i33]
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  - journals/corr/abs-2306-01376
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Tiehua Zhang, Rui Xu, Jianping Zhang, Yuzhe Tian, Xin Chen, Xiaowei Huang, Jun Yin, Xi Zheng:
DSHGT: Dual-Supervisors Heterogeneous Graph Transformer - A pioneer study of using heterogeneous graph learning for detecting software vulnerabilities. CoRR abs/2306.01376 (2023)
[i32]
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  - journals/corr/abs-2306-05358
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Jiwei Guan, Lei Pan, Chen Wang, Shui Yu, Longxiang Gao, Xi Zheng:
Trustworthy Sensor Fusion against Inaudible Command Attacks in Advanced Driver-Assistance System. CoRR abs/2306.05358 (2023)
[i31]
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  - journals/corr/abs-2310-07378
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Linfeng Liang, Yao Deng, Kye Morton, Valtteri Kallinen, Alice James, Avishkar Seth, Endrowednes Kuantama, Subhas Mukhopadhyay, Richard Han, Xi Zheng:
RLaGA: A Reinforcement Learning Augmented Genetic Algorithm For Searching Real and Diverse Marker-Based Landing Violations. CoRR abs/2310.07378 (2023)
[i30]
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  - journals/corr/abs-2310-08051
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Jianchao Lu, Yuzhe Tian, Yang Zhang, Jiaqi Ge, Quan Z. Sheng, Xi Zheng:
LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces. CoRR abs/2310.08051 (2023)
2022
[j74]
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Samundra Deep, Xi Zheng, Alireza Jolfaei, Dongjin Yu, Pouya Ostovari, Ali Kashif Bashir:
A survey of security and privacy issues in the Internet of Things from the layered context. Trans. Emerg. Telecommun. Technol. 33(6) (2022)
[j73]
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Hao Wang, Shuai Ding, Shanlin Yang, Chenguang Liu, Shui Yu, Xi Zheng:
Guided Activity Prediction for Minimally Invasive Surgery Safety Improvement in the Internet of Medical Things. IEEE Internet Things J. 9(6): 4758-4768 (2022)
[j72]
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Youhua Xia, Libing Wu, Xi Zheng, Tianqi Yu, Jiong Jin:
Data Dissemination With Trajectory Privacy Protection for 6G-Oriented Vehicular Networks. IEEE Internet Things J. 9(21): 21469-21480 (2022)
[j71]
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Qianqian Pan, Jun Wu, James Xi Zheng, Wu Yang, Jianhua Li:
Differential Privacy and IRS Empowered Intelligent Energy Harvesting for 6G Internet of Things. IEEE Internet Things J. 9(22): 22109-22122 (2022)
[j70]
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Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, Xi Zheng, Jessie Hui Wang, Song Guo, Chao Li:
Gain Without Pain: Offsetting DP-Injected Noises Stealthily in Cross-Device Federated Learning. IEEE Internet Things J. 9(22): 22147-22157 (2022)
[j69]
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Youhua Xia, Tiehua Zhang, Libing Wu, James Xi Zheng, Jiong Jin:
Privacy-Preserving Data Scheduling in Incentive-Driven Vehicular Network. IEEE Internet Things J. 9(22): 22669-22681 (2022)
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Gaozhong Tang, Bo Li, Hong-Ning Dai, Xi Zheng:
SPRNN: A spatial-temporal recurrent neural network for crowd flow prediction. Inf. Sci. 614: 19-34 (2022)
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Guangquan Xu, Hongpeng Bai, Jun Xing, Tao Luo, Neal N. Xiong, Xiaochun Cheng, Shaoying Liu, James Xi Zheng:
SG-PBFT: A secure and highly efficient distributed blockchain PBFT consensus algorithm for intelligent Internet of vehicles. J. Parallel Distributed Comput. 164: 1-11 (2022)
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Shangming Cai, Dongsheng Wang, Haixia Wang, Yongqiang Lyu, Guangquan Xu, Xi Zheng, Athanasios V. Vasilakos:
DynaComm: Accelerating Distributed CNN Training Between Edges and Clouds Through Dynamic Communication Scheduling. IEEE J. Sel. Areas Commun. 40(2): 611-625 (2022)
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Qing Lyu, Yonghang Zhou, Qilin Fan, Yongqiang Lyu, Xi Zheng, Guangquan Xu, Jun Li:
JOSP: Joint Optimization of Flow Path Scheduling and Virtual Network Function Placement for Delay-Sensitive Applications. Mob. Networks Appl. 27(4): 1642-1658 (2022)
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Mahammad Shareef Mekala, Alireza Jolfaei, Gautam Srivastava, Xi Zheng, Amjad Anvari-Moghaddam, P. Viswanathan:
Resource Offload Consolidation Based on Deep-Reinforcement Learning Approach in Cyber-Physical Systems. IEEE Trans. Emerg. Top. Comput. Intell. 6(2): 245-254 (2022)
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Jinyan Wang, Guangquan Xu, Wenqing Lei, Lixiao Gong, Xi Zheng, Shaoying Liu:
CPFL: An Effective Secure Cognitive Personalized Federated Learning Mechanism for Industry 4.0. IEEE Trans. Ind. Informatics 18(10): 7186-7195 (2022)
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Haimiao Mo, Shuai Ding, Shanlin Yang, Athanasios V. Vasilakos, Xi Zheng:
Collaborative Three-Tier Architecture Noncontact Respiratory Rate Monitoring Using Target Tracking and False Peaks Eliminating Algorithms. IEEE Trans. Instrum. Meas. 71: 1-13 (2022)
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Qian Rong, Shuai Ding, Zijie Yue, Yaping Wang, Linjie Wang, Xi Zheng, Yinghui Li:
Non-Contact Negative Mood State Detection Using Reliability-Focused Multi-Modal Fusion Model. IEEE J. Biomed. Health Informatics 26(9): 4691-4701 (2022)
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Mahdi Dibaei, Xi Zheng, Youhua Xia, Xiwei Xu, Alireza Jolfaei, Ali Kashif Bashir, Usman Tariq, Dongjin Yu, Athanasios V. Vasilakos:
Investigating the Prospect of Leveraging Blockchain and Machine Learning to Secure Vehicular Networks: A Survey. IEEE Trans. Intell. Transp. Syst. 23(2): 683-700 (2022)
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Yao Deng, Shigang Liu, Alireza Jolfaei, Hongbing Cheng, Ziyuan Wang, Xi Zheng:
DeCoP: Deep Learning for COVID-19 Prediction of Survival. IEEE Trans. Mol. Biol. Multi Scale Commun. 8(4): 239-248 (2022)
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Tian Wang, Yan Liu, Xi Zheng, Hong-Ning Dai, Weijia Jia, Mande Xie:
Edge-Based Communication Optimization for Distributed Federated Learning. IEEE Trans. Netw. Sci. Eng. 9(4): 2015-2024 (2022)
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Xianzhi Zhang, Yipeng Zhou, Di Wu, Miao Hu, James Xi Zheng, Min Chen, Song Guo:
Optimizing Video Caching at the Edge: A Hybrid Multi-Point Process Approach. IEEE Trans. Parallel Distributed Syst. 33(10): 2597-2611 (2022)
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Yuzhe Tian, Tom H. Luan, Xi Zheng:
An Empirical Study on Model Pruning and Quantization. BROADNETS 2022: 111-125
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Jianchao Lu, Yuzhe Tian, Shuang Wang, Michael Sheng, Xi Zheng:
PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage Recognition. DSAA 2022: 1-8
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Hiep Khac Vo, Mingjian Tang, James Xi Zheng, Shui Yu:
BI-GAN: batch inversion membership inference attack on federated learning. MobiArch 2022: 31-36
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Sangsu Lee, Haoxiang Yu, Xi Zheng, Christine Julien:
Swarm: Playground for Large-scale Decentralized Learning Simulations. PerCom Workshops 2022: 115-117
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Sangsu Lee, Christine Julien, Xi Zheng:
Facilitating Decentralized and Opportunistic Learning in Pervasive Computing. PerCom Workshops 2022: 144-145
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Haoxiang Yu, Hsiao-Yuan Chen, Sangsu Lee, Xi Zheng, Christine Julien:
Prototyping Opportunistic Learning in Resource Constrained Mobile Devices. PerCom Workshops 2022: 521-526
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Guannan Lou, Yao Deng, Xi Zheng, Mengshi Zhang, Tianyi Zhang:
Testing of autonomous driving systems: where are we and where should we go? ESEC/SIGSOFT FSE 2022: 31-43
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Yao Deng, Xi Zheng, Mengshi Zhang, Guannan Lou, Tianyi Zhang:
Scenario-based test reduction and prioritization for multi-module autonomous driving systems. ESEC/SIGSOFT FSE 2022: 82-93
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Tiehua Zhang, Yuze Liu, Zhishu Shen, Rui Xu, Xin Chen, Xiaowei Huang, Xi Zheng:
FedRel: An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning. CoRR abs/2206.03420 (2022)
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Yao Deng, James Xi Zheng, Mengshi Zhang, Guannan Lou, Tianyi Zhang:
Scenario-Based Test Reduction and Prioritization for Multi-Module Autonomous Driving Systems. CoRR abs/2209.01546 (2022)
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Jianchao Lu, Yuzhe Tian, Shuang Wang, Michael Sheng, James Xi Zheng:
PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage Recognition. CoRR abs/2209.13645 (2022)
2021
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Tian Wang, Pan Wang, Shaobin Cai, James Xi Zheng, Ying Ma, Weijia Jia, Guojun Wang:
Mobile edge-enabled trust evaluation for the Internet of Things. Inf. Fusion 75: 90-100 (2021)
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Tiehua Zhang, Zhishu Shen, Jiong Jin, Xi Zheng, Atsushi Tagami, Xianghui Cao:
Achieving Democracy in Edge Intelligence: A Fog-Based Collaborative Learning Scheme. IEEE Internet Things J. 8(4): 2751-2761 (2021)
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Yong Li, Yipeng Zhou, Alireza Jolfaei, Dongjin Yu, Gaochao Xu, Xi Zheng:
Privacy-Preserving Federated Learning Framework Based on Chained Secure Multiparty Computing. IEEE Internet Things J. 8(8): 6178-6186 (2021)
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Guangquan Xu, Yuyang Zhao, Litao Jiao, Meiqi Feng, Zhong Ji, Emmanouil Panaousis, Si Chen, Xi Zheng:
TT-SVD: An Efficient Sparse Decision-Making Model With Two-Way Trust Recommendation in the AI-Enabled IoT Systems. IEEE Internet Things J. 8(12): 9559-9567 (2021)
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Purathani Praitheeshan, Lei Pan, Xi Zheng, Alireza Jolfaei, Robin Doss:
SolGuard: Preventing external call issues in smart contract-based multi-agent robotic systems. Inf. Sci. 579: 150-166 (2021)
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Guangquan Xu, Guofeng Feng, Litao Jiao, Meiqi Feng, Xi Zheng, Jian Liu:
FNet: A Two-Stream Model for Detecting Adversarial Attacks against 5G-Based Deep Learning Services. Secur. Commun. Networks 2021: 5395705:1-5395705:10 (2021)
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James Jin Kang, Mahdi Dibaei, Gang Luo, Wencheng Yang, Paul S. Haskell-Dowland, Xi Zheng:
An Energy-Efficient and Secure Data Inference Framework for Internet of Health Things: A Pilot Study. Sensors 21(1): 312 (2021)
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Tian Wang, Yucheng Lu, Jianhuang Wang, Hong-Ning Dai, Xi Zheng, Weijia Jia:
EIHDP: Edge-Intelligent Hierarchical Dynamic Pricing Based on Cloud-Edge-Client Collaboration for IoT Systems. IEEE Trans. Computers 70(8): 1285-1298 (2021)
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Gongyu Zhou, Guangquan Xu, Jianye Hao, Shizhan Chen, Junfeng Xu, Xi Zheng:
Generalized Centered 2-D Principal Component Analysis. IEEE Trans. Cybern. 51(3): 1666-1677 (2021)
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Pengli Nie, Guangquan Xu, Litao Jiao, Shaoying Liu, Jian Liu, Weizhi Meng, Hongyue Wu, Meiqi Feng, Weizhe Wang, Zhengjun Jing, Xi Zheng:
Sparse Trust Data Mining. IEEE Trans. Inf. Forensics Secur. 16: 4559-4573 (2021)
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Kuan Wang, Jun Wu, Xi Zheng, Alireza Jolfaei, Jianhua Li, Dongjin Yu:
Leveraging Energy Function Virtualization With Game Theory for Fault-Tolerant Smart Grid. IEEE Trans. Ind. Informatics 17(1): 678-687 (2021)
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Ling Li, Xiaojian Li, Shanlin Yang, Shuai Ding, Alireza Jolfaei, Xi Zheng:
Unsupervised-Learning-Based Continuous Depth and Motion Estimation With Monocular Endoscopy for Virtual Reality Minimally Invasive Surgery. IEEE Trans. Ind. Informatics 17(6): 3920-3928 (2021)
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Jian Xu, Qingyu Meng, Jun Wu, James Xi Zheng, Xuyun Zhang, Suraj Sharma:
Efficient and Lightweight Data Streaming Authentication in Industrial Control and Automation Systems. IEEE Trans. Ind. Informatics 17(6): 4279-4287 (2021)
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Yao Deng, Tiehua Zhang, Guannan Lou, Xi Zheng, Jiong Jin, Qing-Long Han:
Deep Learning-Based Autonomous Driving Systems: A Survey of Attacks and Defenses. IEEE Trans. Ind. Informatics 17(12): 7897-7912 (2021)
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Zijie Yue, Shuai Ding, Lei Zhao, Youtao Zhang, Zehong Cao, Mohammad Tanveer, Alireza Jolfaei, Xi Zheng:
Privacy-preserving Time-series Medical Images Analysis Using a Hybrid Deep Learning Framework. ACM Trans. Internet Techn. 21(3): 57:1-57:21 (2021)
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Chao Zhang, Xiaopei Wu, Jianchao Lu, Xi Zheng, Alireza Jolfaei, Quan Z. Sheng, Dongjin Yu:
RICA-MD: A Refined ICA Algorithm for Motion Detection. ACM Trans. Multim. Comput. Commun. Appl. 17(1s): 17:1-17:17 (2021)
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Jianchao Lu, Xi Zheng, Lihong Tang, Tianyi Zhang, Quan Z. Sheng, Chen Wang, Jiong Jin, Shui Yu, Wanlei Zhou:
Can Steering Wheel Detect Your Driving Fatigue? IEEE Trans. Veh. Technol. 70(6): 5537-5550 (2021)
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Guangquan Xu, Meiqi Feng, Litao Jiao, Jian Liu, Hong-Ning Dai, Ding Wang, Emmanouil Panaousis, Xi Zheng:
MFF-AMD: Multivariate Feature Fusion for Android Malware Detection. CollaborateCom (1) 2021: 368-385
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Yao Deng, Guannan Lou, James Xi Zheng, Tianyi Zhang, Miryung Kim, Huai Liu, Chen Wang, Tsong Yueh Chen:
BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models. MET@ICSE 2021: 32-36
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Zhenxiao Luo, Guopin Tang, Chen Wang, Yipeng Zhou, James Xi Zheng, Jessie Hui Wang, Gang Liu, Di Wu:
Generating High-quality Movie Tags from Social Reviews: A Learning-driven Approach. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2021: 182-189
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James Xi Zheng, Tom H. Luan, Xiao Liu:
Message from the CPSCom 2021 Program Chairs: iThings-GreenCom-CPSCom-SmartData-Cybermatics 2021. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2021: xviii
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Rui Li, Huai Liu, Guannan Lou, James Xi Zheng, Xiao Liu, Tsong Yueh Chen:
Metamorphic Testing on Multi-module UAV Systems. ASE 2021: 1171-1173
[c41]
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Sangsu Lee, Xi Zheng, Jie Hua, Haris Vikalo, Christine Julien:
Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications. PerCom 2021: 1-8
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Sangsu Lee, Xi Zheng, Jie Hua, Haris Vikalo, Christine Julien:
Artifact: Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications. PerCom Workshops 2021: 438-439
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Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng:
Sybil Attacks and Defense on Differential Privacy based Federated Learning. TrustCom 2021: 355-362
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Ling Wang, Cheng Zhang, Zejian Luo, Chenguang Liu, Jie Liu, Xi Zheng:
PDAAA: Progressive Defense Against Adversarial Attacks for Deep Learning-as-a-Service in Internet of Things. TrustCom 2021: 879-886
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Jiwei Guan, Xi Zheng, Chen Wang, Yipeng Zhou, Alireza Jolfaei:
Robust Sensor Fusion Algorithms Against Voice Command Attacks in Autonomous Vehicles. TrustCom 2021: 895-902
[i26]
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Guangquan Xu, Yihua Liu, Jun Xing, Tao Luo, Yonghao Gu, Shaoying Liu, Xi Zheng, Athanasios V. Vasilakos:
SG-PBFT: a Secure and Highly Efficient Blockchain PBFT Consensus Algorithm for Internet of Vehicles. CoRR abs/2101.01306 (2021)
[i25]
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Shangming Cai, Dongsheng Wang, Haixia Wang, Yongqiang Lyu, Guangquan Xu, Xi Zheng, Athanasios V. Vasilakos:
DynaComm: Accelerating Distributed CNN Training between Edges and Clouds through Dynamic Communication Scheduling. CoRR abs/2101.07968 (2021)
[i24]
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Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, James Xi Zheng, Hui Wang, Song Guo:
Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning. CoRR abs/2102.00404 (2021)
[i23]
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Xianzhi Zhang, Yipeng Zhou, Di Wu, Miao Hu, James Xi Zheng, Min Chen, Song Guo:
Optimizing Video Caching at the Edge: A Hybrid Multi-Point Process Approach. CoRR abs/2102.00646 (2021)
[i22]
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Chenhao Xu, Yong Li, Yao Deng, Jiaqi Ge, Longxiang Gao, Mengshi Zhang, Yong Xiang, Xi Zheng:
SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems. CoRR abs/2103.07050 (2021)
[i21]
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Sangsu Lee, Xi Zheng, Jie Hua, Haris Vikalo, Christine Julien:
Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications. CoRR abs/2103.13266 (2021)
[i20]
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Yao Deng, Tiehua Zhang, Guannan Lou, Xi Zheng, Jiong Jin, Qing-Long Han:
Deep Learning-Based Autonomous Driving Systems: A Survey of Attacks and Defenses. CoRR abs/2104.01789 (2021)
[i19]
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Jiwei Guan, Xi Zheng, Chen Wang, Yipeng Zhou, Alireza Jolfaei:
Robust Sensor Fusion Algorithms Against VoiceCommand Attacks in Autonomous Vehicles. CoRR abs/2104.09872 (2021)
[i18]
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  - journals/corr/abs-2105-11593
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Guangquan Xu, Guohua Xin, Litao Jiao, Jian Liu, Shaoying Liu, Meiqi Feng, Xi Zheng:
OFEI: A Semi-black-box Android Adversarial Sample Attack Framework Against DLaaS. CoRR abs/2105.11593 (2021)
[i17]
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  - journals/corr/abs-2106-12233
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Guannan Lou, Yao Deng, Xi Zheng, Tianyi Zhang, Mengshi Zhang:
An investigation into the state-of-the-practice autonomous driving testing. CoRR abs/2106.12233 (2021)
[i16]
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  - journals/corr/abs-2111-06750
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Guannan Lou, Yuze Liu, Tiehua Zhang, James Xi Zheng:
STFL: A Temporal-Spatial Federated Learning Framework for Graph Neural Networks. CoRR abs/2111.06750 (2021)
2020
[j39]
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Guangquan Xu, Xiaotong Li, Litao Jiao, Weizhe Wang, Ao Liu, Chunhua Su, Xi Zheng, Shaoying Liu, Xiaochun Cheng:
BAGKD: A Batch Authentication and Group Key Distribution Protocol for VANETs. IEEE Commun. Mag. 58(7): 35-41 (2020)
[j38]
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Zhengjun Jing, Chunsheng Gu, Yong Li, Mengshi Zhang, Guangquan Xu, Alireza Jolfaei, Peizhong Shi, Chenkai Tan, James Xi Zheng:
Security analysis of indistinguishable obfuscation for internet of medical things applications. Comput. Commun. 161: 202-211 (2020)
[j37]
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Guangquan Xu, Bingjiang Guo, Chunhua Su, Xi Zheng, Kaitai Liang, Duncan S. Wong, Hao Wang:
Am I eclipsed? A smart detector of eclipse attacks for Ethereum. Comput. Secur. 88 (2020)
[j36]
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Samundra Deep, Xi Zheng, Chandan K. Karmakar, Dongjin Yu, Leonard G. C. Hamey, Jiong Jin:
A Survey on Anomalous Behavior Detection for Elderly Care Using Dense-Sensing Networks. IEEE Commun. Surv. Tutorials 22(1): 352-370 (2020)
[j35]
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Mahdi Dibaei, Xi Zheng, Kun Jiang, Robert Abbas, Shigang Liu, Yuexin Zhang, Yang Xiang, Shui Yu:
Attacks and defences on intelligent connected vehicles: a survey. Digit. Commun. Networks 6(4): 399-421 (2020)
[j34]
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Tiehua Zhang, Jiong Jin, Xi Zheng, Yun Yang:
Rate-Adaptive Fog Service Platform for Heterogeneous IoT Applications. IEEE Internet Things J. 7(1): 176-188 (2020)
[j33]
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Guangquan Xu, Wei Wang, Litao Jiao, Xiaotong Li, Kaitai Liang, James Xi Zheng, Wenjuan Lian, Hequn Xian, Honghao Gao:
SoProtector: Safeguard Privacy for Native SO Files in Evolving Mobile IoT Applications. IEEE Internet Things J. 7(4): 2539-2552 (2020)
[j32]
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Jianan Li, Jun Wu, Guangquan Xu, Jianhua Li, Xi Zheng, Alireza Jolfaei:
Integrating NFV and ICN for Advanced Driver-Assistance Systems. IEEE Internet Things J. 7(7): 5861-5873 (2020)
[j31]
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Jianchao Lu, Xi Zheng, Michael Sheng, Jiong Jin, Shui Yu:
Efficient Human Activity Recognition Using a Single Wearable Sensor. IEEE Internet Things J. 7(11): 11137-11146 (2020)
[j30]
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Tian Wang, Yaxin Mei, Weijia Jia, Xi Zheng, Guojun Wang, Mande Xie:
Edge-based differential privacy computing for sensor-cloud systems. J. Parallel Distributed Comput. 136: 75-85 (2020)
[j29]
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Guangquan Xu, Wenjuan Zhou, Arun Kumar Sangaiah, Yao Zhang, Xi Zheng, Qiang Tang, Naixue Xiong, Kaitai Liang, Xiaokang Zhou:
A Security-Enhanced Certificateless Aggregate Signature Authentication Protocol for InVANETs. IEEE Netw. 34(2): 22-29 (2020)
[j28]
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Ke Huang, Xiaosong Zhang, Xiaofen Wang, Yi Mu, Fatemeh Rezaeibagha, Guangquan Xu, Hao Wang, Xi Zheng, Guomin Yang, Qi Xia, Xiaojiang Du:
HUCDO: A Hybrid User-centric Data Outsourcing Scheme. ACM Trans. Cyber Phys. Syst. 4(3): 35:1-35:23 (2020)
[j27]
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Tian Wang, Haoxiong Ke, Xi Zheng, Kun Wang, Arun Kumar Sangaiah, Anfeng Liu:
Big Data Cleaning Based on Mobile Edge Computing in Industrial Sensor-Cloud. IEEE Trans. Ind. Informatics 16(2): 1321-1329 (2020)
[j26]
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Meikang Qiu, Hongning Dai, Arun Kumar Sangaiah, Kaitai Liang, Xi Zheng:
Guest Editorial: Special Section on Emerging Privacy and Security Issues Brought by Artificial Intelligence in Industrial Informatics. IEEE Trans. Ind. Informatics 16(3): 2029-2030 (2020)
[j25]
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Xiaoheng Deng, Yuebin Xu, Lingchi Chen, Weijian Zhong, Alireza Jolfaei, Xi Zheng:
Dynamic clustering method for imbalanced learning based on AdaBoost. J. Supercomput. 76(12): 9716-9738 (2020)
[j24]
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Tian Wang, Yuzhu Liang, Yilin Zhang, Xi Zheng, Muhammad Arif, Jin Wang, Qun Jin:
An Intelligent Dynamic Offloading From Cloud to Edge for Smart IoT Systems With Big Data. IEEE Trans. Netw. Sci. Eng. 7(4): 2598-2607 (2020)
[j23]
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Zhengdi Hu, Guangquan Xu, Xi Zheng, Jiang Liu, Zhangbing Li, Quan Z. Sheng, Wenjuan Lian, Hequn Xian:
SSL-SVD: Semi-supervised Learning-based Sparse Trust Recommendation. ACM Trans. Internet Techn. 20(1): 4:1-4:20 (2020)
[j22]
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Haoran Liang, Jun Wu, Xi Zheng, Mengshi Zhang, Jianhua Li, Alireza Jolfaei:
Fog-based Secure Service Discovery for Internet of Multimedia Things: A Cross-blockchain Approach. ACM Trans. Multim. Comput. Commun. Appl. 16(3s): 96:1-96:23 (2020)
[j21]
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Youhua Xia, Libing Wu, Zhibo Wang, Xi Zheng, Jiong Jin:
Cluster-Enabled Cooperative Scheduling Based on Reinforcement Learning for High-Mobility Vehicular Networks. IEEE Trans. Veh. Technol. 69(11): 12664-12678 (2020)
[j20]
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Guangquan Xu, Bingyan Liu, Litao Jiao, Xiaotong Li, Meiqi Feng, Kaitai Liang, Lei Ma, Xi Zheng:
Trust2Privacy: A Novel Fuzzy Trust-to-Privacy Mechanism for Mobile Social Networks. IEEE Wirel. Commun. 27(3): 72-78 (2020)
[c36]
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  - conf/ccgrid/Li0ZZL20
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Rui Li, Xiao Liu, Xi Zheng, Chong Zhang, Huai Liu:
TDD4Fog: A Test-Driven Software Development Platform for Fog Computing Systems. CCGRID 2020: 673-676
[c35]
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Youhua Xia, Libing Wu, Jiong Jin, Tiehua Zhang, Xi Zheng:
Privacy-Aware Key Task Scheduling in Vehicular Networks Based on Incentive Mechanism. HPCC/DSS/SmartCity 2020: 1030-1035
[c34]
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Min Fu, Jiwei Guan, James Xi Zheng, Jie Zhou, Jianchao Lu, Tianyi Zhang, Shoujie Zhuo, Lijun Zhan, Jian Yang:
ICS-Assist: Intelligent Customer Inquiry Resolution Recommendation in Online Customer Service for Large E-Commerce Businesses. ICSOC 2020: 370-385
[c33]
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  - conf/ithings/DeepTLZZ20
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Samundra Deep, Yuzhe Tian, Jianchao Lu, Yipeng Zhou, James Xi Zheng:
Leveraging Multi-view Learning for Human Anomaly Detection in Industrial Internet of Things. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2020: 533-537
[c32]
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  - conf/percom/DengZZCLK20
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Yao Deng, James Xi Zheng, Tianyi Zhang, Chen Chen, Guannan Lou, Miryung Kim:
An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models. PerCom 2020: 1-10
[c31]
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Chong Zhang, Xiao Liu, Xi Zheng, Rui Li, Huai Liu:
FengHuoLun: A Federated Learning based Edge Computing Platform for Cyber-Physical Systems. PerCom Workshops 2020: 1-4
[c30]
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Tiehua Zhang, Zhishu Shen, Jiong Jin, James Xi Zheng:
A Democratically Collaborative Learning Scheme for Fog-enabled Pervasive Environments. PerCom Workshops 2020: 1-4
[c29]
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James Xi Zheng:
Invited Talk: Software Engineering, AI and autonomous vehicles: Security assurance. PerCom Workshops 2020: 1
[c28]
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  - conf/trustcom/KangDLYZ20
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James Jin Kang, Mahdi Dibaei, Gang Luo, Wencheng Yang, James Xi Zheng:
A Privacy-Preserving Data Inference Framework for Internet of Health Things Networks. TrustCom 2020: 1209-1214
[i15]
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  - journals/corr/abs-2002-02175
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Yao Deng, Xi Zheng, Tianyi Zhang, Chen Chen, Guannan Lou, Miryung Kim:
An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models. CoRR abs/2002.02175 (2020)
[i14]
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  - journals/corr/abs-2004-05693
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Ao Liu, Guangquan Xu, Dexiang Zhou, Xi Zheng, Jianting Ning, Rui Wang, Hao Wang, Hong-Ning Dai, Xiaojiang Du:
SFE-GACN: A Novel Unknown Attack Detection Method Using Intra Categories Generation in Embedding Space. CoRR abs/2004.05693 (2020)
[i13]
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  - journals/corr/abs-2008-13534
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Min Fu, Jiwei Guan, James Xi Zheng, Jie Zhou, Jianchao Lu, Tianyi Zhang, Shoujie Zhuo, Lijun Zhan, Jian Yang:
ICS-Assist: Intelligent Customer Inquiry Resolution Recommendation in Online Customer Service for Large E-Commerce Businesses. CoRR abs/2008.13534 (2020)
[i12]
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  - journals/corr/abs-2010-04336
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Min Fu, Gang Luo, James Xi Zheng, Tianyi Zhang, Dongjin Yu, Miryung Kim:
An ensemble learning approach for software semantic clone detection. CoRR abs/2010.04336 (2020)
[i11]
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  - journals/corr/abs-2010-09427
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James Jin Kang, Mahdi Dibaei, Gang Luo, Wencheng Yang, James Xi Zheng:
A Privacy-Preserving Data Inference Framework for Internet of Health Things Networks. CoRR abs/2010.09427 (2020)
[i10]
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Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng:
Mitigating Sybil Attacks on Differential Privacy based Federated Learning. CoRR abs/2010.10572 (2020)
[i9]
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  - journals/corr/abs-2010-11143
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Ling Wang, Cheng Zhang, Zejian Luo, Chenguang Liu, Jie Liu, Xi Zheng, Athanasios V. Vasilakos:
Progressive Defense Against Adversarial Attacks for Deep Learning as a Service in Internet of Things. CoRR abs/2010.11143 (2020)
[i8]
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  - journals/corr/abs-2011-08482
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Haimiao Mo, Shuai Ding, Shanlin Yang, Xi Zheng, Athanasios V. Vasilakos:
DLRRMS: Deep Learning based Respiratory Rate Monitoring System using Mobile Robots and Edges. CoRR abs/2011.08482 (2020)
[i7]
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  - journals/corr/abs-2012-10672
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Yao Deng, Xi Zheng, Tianyi Zhang, Guannan Lou, Huai Liu, Miryung Kim:
RMT: Rule-based Metamorphic Testing for Autonomous Driving Models. CoRR abs/2012.10672 (2020)
[i6]
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  - journals/corr/abs-2012-14716
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Qianqian Pan, Jun Wu, Xi Zheng, Jianhua Li, Shenghong Li, Athanasios V. Vasilakos:
Leveraging AI and Intelligent Reflecting Surface for Energy-Efficient Communication in 6G IoT. CoRR abs/2012.14716 (2020)

2010 – 2019

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2019
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Chao Zhang, Xiaopei Wu, Xi Zheng, Shui Yu:
Driver Drowsiness Detection Using Multi-Channel Second Order Blind Identifications. IEEE Access 7: 11829-11843 (2019)
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Xun Zhou, Xuelian Cai, Yuehang Bu, Xi Zheng, Jiong Jin, Tom H. Luan, Changle Li:
When Road Information Meets Data Mining: Precision Detection for Heading and Width of Roads. IEEE Access 7: 60399-60410 (2019)
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Jiaxing Wang, Bin Cao, Xi Zheng, Dapeng Tan, Jing Fan:
Detecting Difference Between Process Models Using Edge Network. IEEE Access 7: 142916-142925 (2019)
[j16]
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Rongjunchen Zhang, Xiao Chen, Sheng Wen, Xi Zheng, Yong Ding:
Using AI to Attack VA: A Stealthy Spyware Against Voice Assistances in Smart Phones. IEEE Access 7: 153542-153554 (2019)
[j15]
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Yuping Zhang, Youyang Qu, Longxiang Gao, Tom H. Luan, Xi Zheng, Shiping Chen, Yong Xiang:
APDP: Attack-Proof Personalized Differential Privacy Model for a Smart Home. IEEE Access 7: 166593-166605 (2019)
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Dongjin Yu, Yike Jin, Yuqun Zhang, Xi Zheng:
A survey on security issues in services communication of Microservices-enabled fog applications. Concurr. Comput. Pract. Exp. 31(22) (2019)
[j13]
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Xianjiao Zeng, Guangquan Xu, Xi Zheng, Yang Xiang, Wanlei Zhou:
E-AUA: An Efficient Anonymous User Authentication Protocol for Mobile IoT. IEEE Internet Things J. 6(2): 1506-1519 (2019)
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Guangquan Xu, Yao Zhang, Arun Kumar Sangaiah, Xiaohong Li, Aniello Castiglione, Xi Zheng:
CSP-E²: An abuse-free contract signing protocol with low-storage TTP for energy-efficient electronic transaction ecosystems. Inf. Sci. 476: 505-515 (2019)
[j11]
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Tian Wang, Yucheng Lu, Zhihan Cao, Lei Shu, Xi Zheng, Anfeng Liu, Mande Xie:
When Sensor-Cloud Meets Mobile Edge Computing. Sensors 19(23): 5324 (2019)
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Tian Wang, Hao Luo, Xi Zheng, Mande Xie:
Crowdsourcing Mechanism for Trust Evaluation in CPCS Based on Intelligent Mobile Edge Computing. ACM Trans. Intell. Syst. Technol. 10(6): 62:1-62:19 (2019)
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Xiaoming Li, Guangquan Xu, Xi Zheng, Kaitai Liang, Emmanouil Panaousis, Tao Li, Wei Wang, Chao Shen:
Using Sparse Representation to Detect Anomalies in Complex WSNs. ACM Trans. Intell. Syst. Technol. 10(6): 64:1-64:18 (2019)
[j8]
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Tianlei Zheng, Xi Zheng, Yuqun Zhang, Yao Deng, ErXi Dong, Rui Zhang, Xiao Liu:
SmartVM: a SLA-aware microservice deployment framework. World Wide Web 22(1): 275-293 (2019)
[c27]
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Jianchao Lu, Jiaxing Wang, Xi Zheng, Chandan K. Karmakar, Sutharshan Rajasegarar:
Detection of Smoking Events from Confounding Activities of Daily Living. ACSW 2019: 39:1-39:9
[c26]
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Zhengdi Hu, Guangquan Xu, Xi Zheng, Jiang Liu, Xiaojiang Du:
SSL-STR: Semi-Supervised Learning for Sparse Trust Recommendation. GLOBECOM 2019: 1-6
[c25]
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Gang Luo, Xi Zheng, Huai Liu, Rongbin Xu, Dinesh Nagumothu, Ranjith Janapareddi, Er Zhuang, Xiao Liu:
Verification of Microservices Using Metamorphic Testing. ICA3PP (1) 2019: 138-152
[c24]
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Tiehua Zhang, Zhishu Shen, Jiong Jin, Atsushi Tagami, Xi Zheng, Yun Yang:
ESDA: An Energy-Saving Data Analytics Fog Service Platform. ICSOC 2019: 171-185
[c23]
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  - conf/itnac/DeepZ19
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Samundra Deep, Xi Zheng:
Leveraging CNN and Transfer Learning for Vision-based Human Activity Recognition. ITNAC 2019: 1-4
[c22]
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Jianchao Lu, Xi Zheng, Quan Z. Sheng, Zawar Hussain, Jiaxing Wang, Wanlei Zhou:
MFE-HAR: multiscale feature engineering for human activity recognition using wearable sensors. MobiQuitous 2019: 180-189
[c21]
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Samundra Deep, Xi Zheng:
Hybrid Model Featuring CNN and LSTM Architecture for Human Activity Recognition on Smartphone Sensor Data. PDCAT 2019: 259-264
[i5]
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Samundra Deep, Xi Zheng, Len Hamey:
A survey of security and privacy issues in the Internet of Things from the layered context. CoRR abs/1903.00846 (2019)
[i4]
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Mahdi Dibaei, Xi Zheng, Kun Jiang, Sasa Maric, Robert Abbas, Shigang Liu, Yuexin Zhang, Yao Deng, Sheng Wen, Jun Zhang, Yang Xiang, Shui Yu:
An Overview of Attacks and Defences on Intelligent Connected Vehicles. CoRR abs/1907.07455 (2019)
2018
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Lei Pan, Xi Zheng, Philip Kolar, Shaun Bangay:
Object localisation through clustering unreliable ultrasonic range sensors. Int. J. Sens. Networks 27(4): 268-280 (2018)
[j6]
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Xi Zheng, Christine Julien, Rodion M. Podorozhny, Franck Cassez, Thierry Rakotoarivelo:
Efficient and Scalable Runtime Monitoring for Cyber-Physical System. IEEE Syst. J. 12(2): 1667-1678 (2018)
[j5]
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Haiming Xie, Guangyu Tian, Guangqian Du, Yong Huang, Hongxu Chen, Xi Zheng, Tom H. Luan:
A Hybrid Method Combining Markov Prediction and Fuzzy Classification for Driving Condition Recognition. IEEE Trans. Veh. Technol. 67(11): 10411-10424 (2018)
[c20]
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Ning Zhang, Guangquan Xu, Guozhu Meng, Xi Zheng:
SoProtector: Securing Native C/C++ Libraries for Mobile Applications. ICA3PP (3) 2018: 417-431
[c19]
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Mengdi Liu, Guangquan Xu, Jun Zhang, Rajan Shankaran, Gang Luo, Xi Zheng, Zonghua Zhang:
Roundtable Gossip Algorithm: A Novel Sparse Trust Mining Method for Large-Scale Recommendation Systems. ICA3PP (4) 2018: 495-510
[c18]
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Derek Wang, Wanlei Zhou, James Xi Zheng, Sheng Wen, Jun Zhang, Yang Xiang:
Who Spread to Whom? Inferring Online Social Networks with User Features. ICC 2018: 1-6
[c17]
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Min Fu, Chi Man Wong, Hai Zhu, Yanjun Huang, Yuanping Li, Xi Zheng, Jia Wu, Jian Yang, Chi-Man Vong:
DAliM: Machine Learning Based Intelligent Lucky Money Determination for Large-Scale E-Commerce Businesses. ICSOC 2018: 740-755
[c16]
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Xuejun Li, Ruimiao Ding, Xiao Liu, Wenqiang Yan, Jia Xu, Han Gao, Xi Zheng:
COMEC: Computation Offloading for Video-Based Heart Rate Detection APP in Mobile Edge Computing. ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018: 1038-1039
[i3]
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Siddhardha Balemarthy, Atul Sajjanhar, James Xi Zheng:
Our Practice Of Using Machine Learning To Recognize Species By Voice. CoRR abs/1810.09078 (2018)
[i2]
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Lakshmi Sirisha Revadi, Xi Zheng, Yupeng Jiang:
Investigating Key User Experiencing Engineering Aspects in Software-as-a-Service Service Delivery Model. CoRR abs/1812.03660 (2018)
2017
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Lei Pan, Xi Zheng, H. X. Chen, Tom H. Luan, H. Bootwala, Lynn Margaret Batten:
Cyber security attacks to modern vehicular systems. J. Inf. Secur. Appl. 36: 90-100 (2017)
[j3]
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Xi Zheng, Min Fu, Mohit Chugh:
Big data storage and management in SaaS applications. J. Commun. Inf. Networks 2(3): 18-29 (2017)
[j2]
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Xi Zheng, Christine Julien, Miryung Kim, Sarfraz Khurshid:
Perceptions on the State of the Art in Verification and Validation in Cyber-Physical Systems. IEEE Syst. J. 11(4): 2614-2627 (2017)
[j1]
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Xi Zheng, Christine Julien, Hongxu Chen, Rodion M. Podorozhny, Franck Cassez:
Real-Time Simulation Support for Runtime Verification of Cyber-Physical Systems. ACM Trans. Embed. Comput. Syst. 16(4): 106:1-106:24 (2017)
[c15]
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Xi Zheng, Lei Pan, Erdem Yilmaz:
Security analysis of modern mission critical android mobile applications. ACSW 2017: 2:1-2:9
[c14]
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Xi Zheng, Akanksha Bansal, Matthew Lease:
Bullseye: structured passage retrieval and document highlighting for scholarly search. ACSW 2017: 32:1-32:4
[c13]
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Tianlei Zheng, Yuqun Zhang, Xi Zheng, Min Fu, Xiao Liu:
BigVM: A Multi-Layer-Microservice-Based Platform for Deploying SaaS. CBD 2017: 45-50
[c12]
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  - conf/embc/BhandariLZRK17
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Babin Bhandari, Jianchao Lu, Xi Zheng, Sutharshan Rajasegarar, Chandan K. Karmakar:
Non-invasive sensor based automated smoking activity detection. EMBC 2017: 845-848
[c11]
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Vu Viet Hoang Pham, Xiao Liu, Xi Zheng, Min Fu, Sahil Vikas Deshpande, Weidong Xia, Roger Zhou, Mohamed Abdelrazek:
PaaS - black or white: an investigation into software development model for building retail industry SaaS. ICSE (Companion Volume) 2017: 285-287
[c10]
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Yuqun Zhang, Mengshi Zhang, Xi Zheng, Dewayne E. Perry:
Service2vec: A Vector Representation for Web Services. ICWS 2017: 890-893
[c9]
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Xi Zheng, Jiaojiao Jiang, Yuqun Zhang, Yao Deng, Min Fu, Tianlei Zheng, Xiao Liu:
SmartVM: A Multi-Layer Microservice-Based Platform for Deploying SaaS. ISPA/IUCC 2017: 470-474
[c8]
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  - conf/mobiquitous/AbkenarLZZ17
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Amin Bakshandeh Abkenar, Seng W. Loke, James Xi Zheng, Arkady B. Zaslavsky:
Service-Mediated On-Road Situation-Awareness for Group Activity Safety. MobiQuitous 2017: 478-481
[c7]
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  - conf/trustcom/ZhengPCPB17
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Xi Zheng, Lei Pan, Hongxu Chen, Rick Di Pietro, Lynn Batten:
A Testbed for Security Analysis of Modern Vehicle Systems. TrustCom/BigDataSE/ICESS 2017: 1090-1095
2016
[c6]
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Xi Zheng, Lei Pan, Hongxu Chen, Peiyin Wang:
Investigating Security Vulnerabilities in Modern Vehicle Systems. ATIS 2016: 29-40
2015
[c5]
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Xi Zheng, Christine Julien:
Verification and Validation in Cyber Physical Systems: Research Challenges and a Way Forward. SEsCPS@ICSE 2015: 15-18
[c4]
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Xi Zheng, Christine Julien, Rodion M. Podorozhny, Franck Cassez:
BraceAssertion: Runtime Verification of Cyber-Physical Systems. MASS 2015: 298-306
2014
[c3]
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Xi Zheng, Dewayne E. Perry, Christine Julien:
WiP abstract: BraceForce: Software engineering support for sensing in CPS applications. ICCPS 2014: 228
[c2]
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Xi Zheng, Dewayne E. Perry, Christine Julien:
BraceForce: a middleware to enable sensing integration in mobile applications for novice programmers. MOBILESoft 2014: 8-17
[c1]
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  - conf/percom/Zheng14
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Xi Zheng:
Physically informed assertions for cyber physical systems development and debugging. PerCom Workshops 2014: 181-183
[i1]
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Xi Zheng, Akanksha Bansal, Matthew Lease:
Bullseye: Structured Passage Retrieval and Document Highlighting for Scholarly Search. CoRR abs/1406.1875 (2014)

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