Z. Wen, W. Feng, D. Wu, H. Hu, C. Xu, B. Qian, Z. Hong, C. Wang and S. Ji
FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning
ACM KDD [CCF A]
[ paper]

Y. Zhu, Z. Wen*, X. Li, X. Shi, X. Wu, H. Dong, J. Chen
ChatNav: Leveraging LLM to Zero-shot Semantic Reasoning in Object Navigation
IEEE Transactions on Circuits and Systems for Video Technology [中科院JCR一区]
[ paper]

D. N. Jha, Y. Li, Z. Wen*, G. Morgan, P. P. Jayraman, M. Koutny, O. F. Rana and R. Ranjan
GeoDeploy: Geo-distributed Application Deployment using Benchmarking
IEEE Transactions on Parallel and Distributed Systems [CCF A; Core A*]
[ paper]

T. Li, Z. Wen*, Y. Jiang, J. Wang, J. Su, Z. Hong, L. Yu, and S. He
Meta-RFF: Few-Shot Open-Set Incremental Learning for RF Fingerprint Recognition via Multi-phase Meta Task Adaptation
The International Conference on Wireless Artificial Intelligent Computing Systems and Applications (WASA2024) [best paper award]
[ paper]

J. Su, P. Sun, Y. Jiang, Z. Wen*, F. Guo, Y. Wu, Z. Hong, H. Duan, Y. Huang, R. Ranjan, and Y. Zheng
A Semantic-Consistent Few-Shot Modulation Recognition Framework for IoT Applications
IEEE Transactions on Neural Networks and Learning Systems [中科院JCR一区]
[ paper]

L. Lu, Z. Wen*, Y. Yuan, Q. He, J. Chen, Z. Liu
ANNProof: Building a verifiable and efficient outsourced approximate nearest neighbor search system on blockchain
Future Generation Computer Systems [中科院JCR二区]
[ paper]

Y. Zhou, Y. Zheng, S. Wei, L. Zhang Z. Wen*
CAU-Net: A Convolutional Attention U-Network For Radar Signal Deinterleaving
IEEE Communications Letters
[ paper]

B. Qian, Y. Xuan, D. Wu, Z. Wen*, R. Yang, S. He, J. Chen, R. Ranjan
Edge-Cloud Collaborative Streaming Video Analytics with Multi-agent Deep Reinforcement Learning
IEEE Network [中科院JCR二区]
[ paper]

Z. Wen, Y. Ye, J. Su, T. Li, J. Wan, S. Zheng, Z. Hong, S. He, H. Duan, Y. Li, Y. Huang, Y. Zheng
Unraveling Complexity: An Exploration into the Large-Scale Multi-Modal Signal Processing
IEEE Intelligent Systems
[ paper]

T. Li, Z. Hong, W. Feng, L. Yu and Z. Wen
MS-ZeroWall: Detecting Zero-Day Multi-Step Attack in Smart Home using VAE and HMM
IEEE Transactions on Vehicular Technology [中科院JCR二区]
[ paper]

Y. Wu, G. Lin, L. Liu, Z. Hong, Y. Wang, X. Yang, Z. Jiang, S. Ji and Z. Wen,
MASiNet: Network Intrusion Detection for IoT Security Based on Meta-Learning Framework
IEEE Internet of Things Journal [中科院JCR一区]
[ paper]

D. Yao, F. Guo, Z. Wen, Y. Guo, P. Cheng, Y. He and J. Bi
Trajectory Completion via Context-Guided Neural Filtering and Encoding
The International Conference on Database Systems for Advanced Applications (DASFAA 2024).[CCF B]
[ paper]

C. Chen, Y. Yuan, Z. Wen, Y. Wang and G. Wang
GSHOP: Towards Flexible Pricing for Graph Statistics
The Annual IEEE International Conference on Data Engineering (ICDE'2024).[CCF A; Core A*]
[ paper]

Z. Wen#, J. Qian#, B. Qian, Q. Yuan, J. Qin, Q. Xuan and Y. Yuan
Across Images and Graphs for Question Answering
The Annual IEEE International Conference on Data Engineering (ICDE'2024).[CCF A; Core A*]
[ paper]

J. Su, Z. Hong*, L. Ye, T. Liu, S. Liang, S. Ji, G. S Aujla, R. Beyah and Z. Wen*
Trustworthy IAP: An Intelligent Applications Profiler to Investigate Vulnerabilities of Consumer Electronic Devices
IEEE Transactions on Consumer Electronics. [中科院JCR二区]
[ paper]

Z. Wen, R. Yang, B. Qian , Y. Xuan, L. Lu, Z. Wang, H. Peng, J. Xu, A. Y. Zomaya and R. Ranjan
JANUS: Latency-Aware Traffic Scheduling for IoT Data Streaming in Edge Environments
IEEE Transactions on Service Computing. [CCF A; Core A*]
[ paper]

Z. Wen, J. Suo, J. Su, B. Li and Y. Zhou
Edge-SAR Assisted Multi-Modal Fusion for Enhanced Cloud Removal
IEEE Geoscience and Remote Sensing Letters
[ paper ]

T. Li#, Z. Wen#, Y. Long, Z. Hong, S. Zheng, L. Yu, B. Chen, X. Yang and L. Shao
The Importance of Expert Knowledge for Automatic Modulation Open Set Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence. [CCF A; Core A*]
[ paper ]

Q. Yuan, Y. Yuan, Z. Wen, H. Wang and S. Tang
An Effective Framework for Enhancing Query Answering in a Heterogeneous Data Lake
46rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'23). [CCF A; Core A*]
[ paper ]

Z. Hong, L. Lu, D. Zheng, J. Suo, P. Sun, R. Beyah and Z. Wen
Detect Insider Attacks in Industrial Cyber-Physical Systems Using Multi-Physical Features Based Fingerprinting
ACM Transactions on Sensor Networks(TOSN)[CCF B]
[ paper ]

P. Sun, J. Su, Z. Wen, Y. Zhou, Z. Hong, S. Yu and H. Zhou
Boosting Signal Modulation Few-Shot Learning with Pre-transformation
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2023) [CCF B]
[ paper ]

P. Sun, Z. Wen*, Y. Zhou, Z. Hong and T. Lin
NEURAL MODE ESTIMATION
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2023) [CCF B]
[ paper ]

温震宇， 胡慧峰， 钱滨， 洪榛， 俞立
多端交通视频分析任务卸载决策
控制与决策
[ paper ]

X. Li, Z. Wen, L. Zhou, C. Li, Y. Zhou, T. Li and Z. Hong
Toward Cooperative 3D Object Reconstruction with Multi-agent
2023 IEEE International Conference on Robotics and Automation (ICRA2023) [CCF B]
[ paper ]

L. Lu, Z. Wen*, Y. Yuan, B. Dai, P. Qian, C. Lin, Q. He, Z. Liu, J. Chen and R. Ranjan
I Q UERY : A Trustworthy and Scalable Blockchain Analytics Platform
IEEE Transactions on Dependable and Secure Computing. [CCF A; Core A*]
[ paper ]

R. Dwivedi, D. Dave, H. Naik, S. Singhal, O. Rana, P. Patel, B. Qian, Z. Wen, T. Shah, G. Morgan and R. Ranjan
Explainable AI (XAI): Core Ideas, Techniques and Solutions
ACM Computing Survey. [Core A*, 中科院JCR一区]
[ paper ]

Z. Hong, X. Li, Z. Wen, L. Zhou, H. Chen and J. Su
ESP Spoofing: Covert Acoustic Attack on MEMS Gyroscopes in Vehicles
IEEE Transactions on Information Forensics and Security [CCF A; Core A*]
[ paper ]

B. Qian, Z. Wen*, J. Tang, Y. Yuan, A. Zomaya and R. Ranjan
OSMOTIC GATE: Adaptive Edge-based Real-time Video Analytics for the Internet of Things
IEEE Transactions on Computers [CCF A; Core A*]
[ paper ]

Q. Yuan, Y. Yuan Z. Wen, H. Wang, C. Chen and G. Wang
Exploring Heterogeneous Data Lake based on Unified Canonical Graphs
SIGIR 2022 [CCF A; Core A*]
[ paper ]

J. Su, Z. Wen, T. Lin and Y. Guan
Learning Disentangled Behaviour Patterns for Wearable-based Human Activity Recognition
Ubicomp 2022 [CCF A; Core A*]
[ paper ]

C. Chen, Y. Yuan, Z. Wen, G. Wang and A. Li
GQP: A Framework for Scalable and Effective Graph Query-based Pricing
ICDE 2022 [CCF A; Core A*]
[ paper ]

Y. Yuan, D Ma, Z. Wen, Z. Zhang and G. Wang
Subgraph Matching over Graph Federation
VLDB 2022 [CCF A; Core A*]
[ paper ]

T. Li, Z. Hong, Q. Cai, L. Yu, Z. Wen, R. Yang
BISSIAM: Bispectrum Siamese Network Based Contrastive Learning for UAV Anomaly Detection
IEEE Transactions on Knowledge and Data Engineering [CCF A; Core A*]
[ paper ]

T. Li, Z. Hong, Lisong. Liu, Z. Wen, L. Yu
Meta-WF: Meta-Learning-based Few-Shot Wireless Impersonation Detection for Wi-Fi Networks
IEEE Communications Letters
[ paper ]

U. Demirbaga, Z. Wen*, A. Noor, K. Mitra, K. Alwasel, S. Garg, A. Zomaya, R. Ranjan
AutoDiagn: An Automated Real-time Diagnosis Framework for Big Data Systems
IEEE Transactions on Computers [CCF A; Core A*]
[ paper ]

J. Phengsuwan, T. Shah, N. B. Thekkummal, Z. Wen, R. Sun, D. Pullarkatt, H. Thirugnanam, M. V. Ramesh, G. Morgan, P. James, R. Ranjan
Use of Social Media Data in Disaster Management: A Survey
Future Internet. (SCI-IF = 2.03)
[ paper ]

Z. Wen, S. Garg, G. S. Aujla, K. Alwasel, D. Puthal, S. Dustdar, A. Y. Zomaya and R. Ranjan
Running Industrial Workflow Applications in a Software-defined Multi-Cloud Environment using Green Energy Aware Scheduling Algorithm
IEEE Transactions on Industrial Informatics. [中科院JCR一区]
[ paper ]

Z. Wen, J. Phengsuwan, N. B. Thekkummal, R. Sun, P. J. Chidananda, T. Shah, P. James and R. Ranjan
Active Hazard Observation via Human in the Loop Social Media Analytics System
29TH ACM International Conference on Information and Knowledge Management (CIKM2020) (demo). [CCF B; Core A]
[ paper ]

S. Luo, H. Li, Z. Wen*, B. Qian, G. Morgan, A. Longo, O. Rana, and R. Ranjan
Blockchain based Task Offloading in Drone-aided Mobile Edge Computing
IEEE Network. [中科院JCR二区]
[ paper ]

B. Qian, J. Su, Z. Wen*, D. N. Jha, Y. Li, Y. Guan, D. Puthal, P. James, R. Yang, A. Y. Zomaya, O. Rana, L. Wang, M. Koutny, R. Ranjan
Orchestrating the Development Lifecycle of Machine Learning Based IoT Applications: A Survey
ACM Computing Survey. [Core A*, 中科院JCR一区]
[ paper ]

Y. Yuan, D. Ma, Z. Wen, Y. Ma, G. Wang and L. Chen
Efficient Graph Query Processing over Geo-Distributed Datacenters
43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'20). [CCF A; Core A*]
[ paper ]

R. Yang, C. Hu, X. Sun, P. Garraghan, T. Wo , Z. Wen H. Peng, J, Xu, C. Li.
Performance-aware Speculative Resource Oversubscription for Large-scale Clusters.
IEEE Transactions On Parallel and Distributed Systems. [CCF A; Core A*] (SCI-IF = 2.687)
[ paper ]

D.N. Jha, P. Michalk, Z. Wen, P. Watson and R. Ranjan.
Multi-objective Deployment of Data Analysis Operations in Heterogeneous IoT Infrastructure.
IEEE Transactions on Industrial Informatics. [中科院JCR一区]
[ paper ]

K. S. Sahoo*, D. Puthal, M. Tiwary, M. Usman, B. Sahoo, Z. Wen*, B. P. S. Sahoo, R. Ranjan.
ESMLB: Efficient Switch Migration-based Load Balancing for Multi-Controller SDN in IoT.
IEEE Internet of Things Journal. [中科院JCR一区]
[ paper ]

L. Fang, Y. Li, X. Yun, Z. Wen, S. Ji, W. Meng, Z. Cao, Tanveer M.
THP: A Novel Authentication Scheme to Prevent Multiple Attacks in SDN-based IoT Network.
IEEE Internet of Things Journal. [中科院JCR一区]
[ paper ]

D. N. Jha, Z. Wen, Y. Li, M. Nee, M. Koutny and R. Ranjan
A Cost-efficient Multi-cloud Orchestrator for Benchmarking Containerized Web-applications.
The 20th International Conference on Web Information Systems Engineering (WISE’19). [CCF C; Core A]
[ paper ]

D. Puthal, L. T. Yang, S. Dustdar, Z. Wen, S. Jun, A. V Moorsel, and R. Ranjan
A User Centric Security Solution for Internet of Things and Edge Convergence.
ACM Transactions on Cyber-Physical Systems
[ paper ]

Z. Wen, T. Lin, R. Yang, S. Ji, R. Ranjan, A. Romanovsky, C. Lin and Jie Xu.
GA-Par: Dependable Microservice Orchestration Framework for Geo-Distributed Clouds.
IEEE Transactions On Parallel and Distributed Systems. [CCF A; Core A*](SCI-IF = 2.687)
[ paper ]

U. Demirbaga, A. Noor, Z. Wen, P. James, K. Mitra and R. Ranjan
SmartMonit: Real-time Big Data Monitoring System
The 38th International Symposium on Reliable Distributed Systems (SRDS 2019) (Demo). [CCF B; Core A]
[ paper ] [ poster ]

D. N. Jha, M. Nee, Z. Wen, A. Y. Zomaya and R. Ranjan
SmartDBO: Smart Docker Benchmarking Orchestrator for Web-application
International ACM Conference on World Wide Web (WWW'19) (Demo). [CCF A; Core A*]
[ paper ] [ poster ]

R. Qasha, Z. Wen, J. Cala and P. Watson.
Reproducible Workflows in the Cloud: Sharing and Performance Optimization.
Future Generation Computer Systems. [中科院JCR二区,Core A]
[ paper ]

S. Luo, Z. Wen, X. Zhang, W. Xu, A. Y. Zomaya, and R. Ranjan.
GoSharing: An Incentive Framework for Cooperative Contents Sharing in Mobile Edge Networks.
Future Generation Computer Systems. [中科院JCR二区,Core A]
[ paper ]

R. Yang, Z. Wen, D. Mckee, T. Lin, J. Xu and P. Garraghan
Fog Orchestration and Simulation for IoT Services
Book Chapter, Fog and Fogonomics Challenges and Practices of Fog Computing, Networking, Strategy, and Economics, Wiley
[ paper ][ poster ]

A. Souza, Z. Wen, N Cacho, A. Romanovsky, P. James, R. Ranjan
Using osmotic services composition to dynamic load balancing of Smart City applications
11th IEEE International Conference on Service Oriented Computing and Applications (SOCA'18). [CCF C; Core C]
[ paper ]

P. Garraghan, R. Yang, Z. Wen, A. Romanovsky, J. Xu, R. Buyya, R. Ranjan
Emergent Failures: Rethinking Reliable Cloud Datacenters at Scale.
IEEE Cloud Computing, 2018. (SCI-IF = 4.393)
[ paper ]

R. Ranjan, O. Rana, S. Nepal, M. Yousif, P. James, Z. Wen, S. Barr, P. Watson, P. P. Jayaraman,
D. Georgakopoulos, M.Villari, M. Fazio, S. Garg, R. Buyya, L. Wang, A. Y. Zomaya and S. Dustdar
The Next Grand Challenges: Integrating the Internet of Things and Data Science.
IEEE Cloud Computing magazine, 2018. (SCI-IF = 4.393)
[ paper ]

Z. Wen, D. Quoc, R. Chen, P. Bhatotia and M. Lee
ApproxIoT: Approximate Analytics for Edge Computing.
The 38th International Conference on Distributed Computing Systems (ICDCS'18). (research track)[CCF B; Core A]
[ website ]

C. Lin, C. Wu, Y. Tian, Z. Wen and S. Ji.
PBUF: Sharing Buffer to Mitigate Flooding Attacks.
The 23rd IEEE International Conference on Parallel and Distributed Systems (ICPADS'17). [CCF C; Core B]
[ paper ]

M. Rovatsos, D. Diochnos, Z. Wen, S. Ceppi, P. Andreadis.
SmartOrch: Flexible, Adaptive Orchestration for Human-Centric Task Workflows.
The 32nd ACM Symposium on Applied Computing (SAC’17). [CCF C; Core B]

Z. Wen, R. Yang, P. Garraghan, T. Lin, J. Xu, M. Rovatsos.
Fog orchestration for internet of things services.
IEEE Internet Computing, 2017. (SCI-IF = 2.341) [Core B].
[ paper ]

X. Zeng, S. Garg, Z. Wen, P. Strazdins, A. Zomaya, R. Ranjan.
Cost efficient scheduling of MapReduce applications on public clouds.
Journal of Computational Science, 2017. (SCI-IF = 3.976).

X. Zeng, S. Garg, Z. Wen, P. Strazdins, L. Wang, R. Ranjan.
SLA-aware Scheduling of Map-Reduce Applications on Public Clouds.
The 18th IEEE International Conferences on High Performance Computing and Communications (HPCC’16). [CCF C; Core B]

C. Lin, C. Wu, M. Huang, Z. Wen, Q. Cheng.
Adaptive IP Mutation: A Proactive Approach for Defending against Worm Propagation.
IEEE 35th Symposium on Reliable Distributed Systems Workshops (SRDSW’16).

D. Adjepon-Yamoah, Z. Wen.
Assuring Dependable Cloud-Based System Engineering: A Cloud Accountability Method.
The 12th European Dependable Computing Conference (EDCC).

Z. Wen, R. Qasha, Z. Li, R. Ranjan, P. Watson, A. Romanovsky.
Dynamically Partitioning Workflow over Federated Clouds For Optimising the Monetary Cost and Handling Run-Time Failures.
IEEE Transactions on Cloud Computing. [中科院JCR二区]

S. Luo, Y. Sun, Z. Wen, Y. Ji.
C2: Truthful incentive mechanism for multiple cooperative tasks in mobile cloud.
IEEE International Conference on Communications (ICC'16). [CCF C]

Z. Wen, J. Cala, P. Watson, R. Alexander.
Cost Effective, Reliable and Secure Workflow Deployment over Federated Clouds.
IEEE Transactions on Services Computing. [CCF A; Core A*]

C. Lin, C. Wu, H. Min, Z. Wen, Q. Zheng.
Performance Evaluation for SDN Deployment: An Approach based on Stochastic Network Calculus.
IEEE China Communications. (SCI-IF = 2.668)

Z. Wen, J. Cala, P. Watson, A. Romanovsky.
Cost Effective, Reliable, and Secure Workflow Deployment over Federated Clouds.
The 8th IEEE International Conference on Cloud Computing (CLOUD’15). [CCF C; Core B]

Z. Wen, J. Cala, P. Watson.
A scalable method for partitioning workflows with security requirements over federated clouds.
The 6th IEEE International Conference onCloud Computing Technology and Science (CloudCom’14). [Core C]

Z. Wen, P. Watson
Dynamic exception handling for partitioned workflow on federated clouds.
The 5th IEEE International Conference onCloud Computing Technology and Science (CloudCom’13). [Core C]