2024 Publications (Jie Wu)

 


Journal Publications

P. Luo, J. Cheng, N. Xiong, Z. Liu, and J. Wu, "FedVeca: Federated Vectorized Averaging on Non-IID Data With Adaptive Bi-Directional Global Objective," IEEE Transactions on Parallel and Distributed Systems, Vol. 35, No. 11, 2024, 2102-2113.
X. Pei, X. Deng, N. N. Xiong, S. Mumtaz, and J. Wu, "Complex Graph Analysis and Representation Learning: Problems, Techniques, and Applications," IEEE Transactions on Network Science and Engineering (TNSE), Vol. 11, No. 5, 2024, 4990-5007.
E. Wang, M. Zhang, B. Yang, Y. Yang, and J. Wu, "Large-Scale Spatiotemporal Fracture Data Completion in Sparse CrowdSensing," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 7, 2024, 7585-7601.
Y. Xu, M. Xiao, J. Wu, H. Tan, and G. Gao, "A Personalized Privacy Preserving Mechanism for Crowdsourced Federated Learning," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 2, 2024, 1568-1585.
E. Wang, D. Luan, Y. Xu, Y. Yang, and J. Wu, "Distributed Task Selection for Crowdsensing: a Game-Theoretical Approach," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 12, 2024, 14544-14560.
J. Li, S. Guo, W. Liang, J. Wu, Q. Chen, Z. Xu, W. Xu, and J. Wang "AoI-Aware, Digital Twin-Empowered IoT Query Services in Mobile Edge Computing," IEEE/ACM Transactions on Networking, Vol. 32, No. 4, 2024, 3636-3650.
Y. Xu, M. Xiao, J. Wu, and H. Sun "Privacy Preserving Task Push in Spatial Crowdsourcing with Unknown Popularity," IEEE Transactions on Parallel and Distributed Systems, Vol. 35, No. 11, 2024, 2039-2053.
N. Niknami, A. Srinivasan, and J. Wu, "Cyber-AnDe: Cybersecurity Framework with Adaptive Distributed Sampling for Anomaly Detection on SDNs ," IEEE Transactions on Information Forensics & Security (T-IFS) , Vol. 19, 2024, 9245-9257.
C. Li, Y. Mao, Q. Huang, X. Zhu, and J. Wu, "Scale-Aware Graph Convolutional Network with Part-Level Refinement for Skeleton-Based Human Action Recognition," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 34, No. 6, 2024, 4311-4324.
Q. Liu, Y. Peng, Q. Xu, H. Jiang, J. Wu, T. Wang, T. Peng, G. Wang, and S. Zhang, "MARS: Enabling Verifiable Range-Aggregate Queries in Multi-Source Environments," Transactions on Dependable and Secure Computing (TDSC), Vol. 21, No. 4, 2024, 1994-2011.
Q. Liu, Y. Peng, M. Xu, H. Jiang, J. Wu, T. Wang, T. Peng, and G. Wang "MPV: Enabling Fine-Grained Query Authentication in Hybrid-Storage Blockchain," IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 36, No. 7, 2024, 3297-3311.
L. Wang, L. Hou, S. Liu, Z. Han, and J. Wu, "Reinforcement Contract Design for Vehicular Edge Computing Scheduling and Energy Trading via Deep Q-Network with Hybrid Action Space," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 6, 2024, 6770-6784.
K. Jiang, Y. Cao, H. Zhou, J. Wu, Z. Zhang, and Z. Liu, "Adaptive Dynamic Programming for Multi-Driver Order Dispatching at Large-Scale," IEEE Transactions on Cognitive Communications and Networking (TCCN), Vol. 10, No. 2, 2024, 607-621.
S. Wang, Q. Liu, Y. Xu, H. Jiang, J. Wu, T. Wang, T. Peng, and G. Wang, "Protecting Inference Privacy with Accuracy Improvement in Mobile-Cloud Deep Learning," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 6, 2024, 6522-6537.
Q. Liu, Y. Peng, Z. Tang, H. Jiang, J. Wu, T. Wang, T. Peng, and G. Wang, "veffChain: Enabling Freshness Authentication of Rich Queries over Blockchain Databases," IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 36, No. 5, 2024, 2285-2300.
X. Shi, S. Zhang, J. Wu, N. Chen, K. Cheng, Y. Liang, and S. Lu "AdaPyramid: Adaptive Configuration Pyramid for High-resolution Object Detection on Edge Devices," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 8, 2024, 8208-8224.
N. Chen, S. Zhang, Z. Ma, Y. Chen, Y. Jin, J. Wu, Z. Qian, Y. Liang, and S. Lu, "ViChaser: Chase Your Viewpoint for Live Video Streaming with Block-Oriented Super-Resolution," IEEE/ACM Transactions on Networking (TNET), Vol. 32, No. 1, 2024, 445-459.
K. Liu, Y. Peng, H. Jiang, J. Wu, T. Wang, T. Peng, and G. Wang, "Authorized Keyword Search on Mobile Devices in Secure Data Outsourcing," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 5, 2024, 4181-4195.
K. Sakai, M. Sun, W. Ku, and J. Wu,, "Barrier Penetration Routing Against Wireless Spy Sensors," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 5, 2024, 4634-4647.
Y. Xu, M. Xiao, Y. Zhu, J. Wu, S. Zhang, and J. Zhou, "AoI-guaranteed Incentive Mechanism for Mobile Crowdsensing with Freshness Concerns," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 5, 2024, 4107-4125.
Y. Duan and J. Wu, "Optimizing Job Offloading Schedule for Collaborative DNN Inference," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 4, 2024, 3436-3451.
Y. Fan, J. Ge, S. Zhang, J. Wu, and B. Luo, "Decentralized Scheduling for Concurrent Tasks in Mobile Edge Computing via Deep Reinforcement Learning," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 4, 2024, 2765-2779.
Z. Lin, X. Liu, H. Zhou, and J. Wu, "Adaptive Time-Varying Routing for Energy Saving and Load Balancing in Wireless Body Area Networks," IEEE Transactions on Mobile Computing (TMC), Vol. 23, No. 1, 2024, 90-101.
S. Lu, J. Wu, P. Lu, N. Wang, H. Liu, and J. Fang, "QoS-aware Online Service Provisioning and Updating in Cost-efficient Multi-tenant Mobile Edge Computing," IEEE Transactions on Services Computing (TSC), Vol. 17, No. 1, 2024, 113-126.
S. Lu, J. Wu, J. Shi, J. Fang, J. Zhang, and H. Liu, "Towards Dynamic Request Updating with Elastic Scheduling for Multi-tenant Cloud-based Data Center Network,"IEEE Transactions on Network Science and Engineering (TNSE), Vol. 11, No. 2, 2024, 2223-2237.

B. Chen, L. Ma, H. Xu, J. Ma, D. Hu, X. Liu, J. Wu, J. Wang and K. Li, "A Comprehensive Survey of Blockchain Scalability: Shaping Inner-Chain and Inter-Chain Perspectives," CoRR , Vol. abs/2409.02968, 2024.
J. Bai, J. Gui, N. N. Xiong, A. Liu and J. Wu, "L3P-DLI: A Lightweight Positioning-Privacy Protection Scheme WithDouble-Layer Incentives for Wireless Crowd Sensing Systems," Computer Networks , Vol. 42, No. 10, 2024, 2938-2953.
C. Song, J. Wu, K. Xian, J. Huang, L. Lu, "Spatio-temporal Graph Learning: Traffic Flow Prediction of Mobile Edge Computing in 5G/6G Vehicular Networks," Computer Networks , Vol. 252, 2024, 110676.
C. Song, J. Wu, K. Xian, J. Huang, L. Lu, "Multi-granular Spatial-Temporal Synchronous Graph Convolutional Network for Robust Action Recognition," Expert Systems with Applications , Vol. 257, 2024, 124980.
Y. Xu, M. Xiao, C. Wu, J. Wu, J. Zhou, and H. Sun, "Age-of-Information-Aware Federated Learning," Journal of Computer Science and Technology (JCST), Vol. 39, No. 3, 2024, 637-653.
Y. Liang, S. Zhang, and J. Wu, "SplitStream: Distributed and Workload-adaptive Video Analytics at the Edge," Journal of Network and Computer Applications, Vol. 225, 2024, 103866.
C. Li, Y. Mao, Q. Huang, W. Xie, X. He, and J. Wu, "A Real-Time Emotion-Aware System Based on Wireless Body Area Network for IoMT Applications," IEEE Internet of Things Journal (IoT), Vol. 11, No. 24, 2024, 41182-41193.
A. Srinivasan and J. Wu, "slackFS - Resilient and Persistent Information Hiding Framework," International Journal of Security and Networks (IJSN), Vol. 19, No. 2, 2024, 77-91.
Y. Mao, L. Shen, J. Wu, P. Ping, and J. Wu, " Federated Dynamic Client Selection for Fairness Guarantee in Heterogeneous Edge Computing," Journal of Computer Science and Technology (JCST), Vol. 39, 2024,139–158.
Y. Qwareeq, A. Sawwan, and J. Wu, "Maximum Elastic Scheduling of Virtual Machines in General Graph Cloud Data Center Networks," Cyber-Physical Systems, Vol. 10, No. 3, 2024, 283-301.
Y. Duan, X. Li, and J. Wu, "Topology Design and Graph Embedding for Decentralized Federated Learning," Intelligent and Converged Networks, Vol. 5, No. 2, 2024, 100-115.
S. Huang, G. Gao, H. Huang, Y. Sun, Y. Du, M. Xiao, J. Wu, and Y. Wang, " Gather or Scatter: Stackelberg Game Based Task Decision for Blockchain-Assisted Socially-Aware Crowdsensing Framework," IEEE Internet of Things Journal, Vol. 11, No. 2, 2024, 1939-1951.
N. Niknami and J. Wu, "IDSMatch: A Novel Deployment Method for IDS Chains in SDNs," Network , Vol. 4, No. 1, 2024, 48-67.

Book & Book Chapters

Y. Chen, J. Wu, C. Wang, and P. Yu, "Network Security Empowered by Artificial Intelligence," Springer, 2024.

Conference Proceedings

A. Sawwan and J. Wu, "Budget-Constrained and Deadline-Driven Multi-Armed Bandits with Delays," Proc. of the 21st Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), Dec 2-4, 2024.
D. Li, M. Xiao, Y. Xu, and J. Wu, "Optimizing Data-Driven Federated Learning in UAV Networks," Proc. of the IEEE International Conference on Parallel and Distributed Systems (ICPADS), Oct 10-14, 2024. [Slides]
J. Li, Y. Zhu, J. Wu, W. Wu, T. Zang, and L. Lu, "All Federated or Not: Optimizing Personal Model Performance in Cross-silo Federated Learning," Proc. of the IEEE International Conference on Parallel and Distributed Systems (ICPADS), Oct 10-14, 2024. [Slides]
N. Niknami, V. Mahzoon, and J. Wu, "PTN-IDS: Prototypical Network Solution for the Few-shot Detection in Intrusion Detection Systems," Proc. of the 49th IEEE Conference on Local Computer Networks (LCN), Oct 8-10, 2024. [Slides]
N. Niknami, V. Mahzoon, and J. Wu, "CrossAlert: Enhancing Multi-Stage Attack Detection through Semantic Embedding of Alerts Across Targeted Domains," Proc. of IEEE Conference on Communications and Network Security (CNS), Sep 30-Oct 3, 2024. [Slides]
X. Huang, Y. Xu, J. Cai, H. Sun, J. Wu, and M. Xiao, "Q2oE: Balancing QoE Fairness and Preference for Video Streaming from Cooperative Edge Servers," Proc. of the 21st IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS), Sep 23-25, 2024. [Slides]
Y. Zhao, J. Zhou, M. Xiao, J. Wu, and H. Sun, "ERS: Faster LiDAR Point Cloud Registration for Connected Vehicles," Proc. of the 44th IEEE International Conference on Distributed Computing Systems (ICDCS), Jul 23-26, 2024.
N. Niknami, V. Mahzoon, and J. Wu, "Meta-IDS: A Multi-stage Deep Intrusion Detection System with Optimal CPU Usage," Proc. of the 1st IEEE International Conference on Meta Computing (ICMC), Jun 20-23, 2024.[Slides]
N. Chen, S. Zhang, Y. Liang, J. Wu, Y. Chen, Y. Yan, Z. Qian, and S. Lu, "TileSR: Accelerate On-Device Super-Resolution with Parallel Offloading in Tile Granularity," Proc. of the IEEE International Conference on Computer Communications (INFOCOM), May 20-23, 2024. [Slides]
Y. Xu, X. Zhang, M. Xiao, J. Wu, A. Liu, and S. Zhang, "Joint Mobile Edge Caching and Pricing: A Mean-Field Game Approach," Proc. of the 40th IEEE International Conference on Data Engineering (ICDE), May 13-17, 2024. [Slides]
Y. Chen, S. Zhang, Z. Zhou, X. Wang, Y. Liang, N. Chen, Y. Yan, M. Xiao, J. Wu, Z. Qian, and H. Xu, "MACRO: Incentivizing Multi-leader Game-based Pareto-efficient Crowdsourcing for Video Analytics," Proc. of the 40th IEEE International Conference on Data Engineering (ICDE), May 13-17, 2024. [Slides]
Y. Mao, Z. Wang, C. Li, J. Zhang, S. Xu, and J. Wu, "Dual Adaptive Compression for Efficient Communication in Heterogeneous Federated Learning," Proc. of the IEEE/ACM International Symposium on Cluster, Cloud, and Internet Computing (CCGRID), May 6-9, 2024. [Slides]
H. Gao, Y. Duan, Y. Zhang, and J. Wu, " Decentralized Stochastic Compositional Gradient Descent for AUPRC Maximization," Proc. of the SIAM International Conference on Data Mining (SDM), May 1-3, 2024.

J. Li, J. Wang, W. Liang, J. Wu, Q. Chen, and Z. Xu, "Social-Aware DT-Assisted Service Provisioning in Serverless Edge Computing," Proc. of the 20th International Conference on Mobility, Sensing and Networking (MSN), Dec 20-22, 2024. [Slides]
H. Zheng, Y. Mao, H. Xu, X. He, B. Zhang, F. Mao, and J. Wu, "FedMHC: Overcoming Dimensionality and Communication Challenges for Personalized Federated Learning Using Model Head Clustering," Proc. of High Performance Computing and Communications (HPCC), Dec 13-15, 2024.
X. Huang, R. R. Liu, J. Wu, and B. Zhang, "Profit-Aware Computing Server Clustering and Task Scheduling in the Computing Power Network," Proc. of High Performance Computing and Communications (HPCC), Dec 13-15, 2024.
C. Song, J. Huang, J. Wu, and L. Lu, "A Data-aware Probabilistic Client Sampling Scheme in Streaming Federated Learning," Proc. of the IEEE Global Communications Conference (GLOBECOM), Dec 8-12, 2024.
Y. Mao, Y. Rong, J. Wang, Z. Wang, X. He, and J. Wu, "Edge-Cloud Enabled Smart Sensing Applications with Personalized Federated Learning in IoT," Proc. of the IEEE Global Communications Conference (GLOBECOM), Dec 8-12, 2024.
S. Gao, S. Quan, and J. Wu, "Cloud-Native Plinth: A Platform to Support Containerized 5G Core Networks," Proc. of the 1st International Workshop on Cloud-Network Convergence (in conjunction with IEEE MASS) (CNC), Sep 23-25, 2024.
A. Sawwan and J. Wu, "Invited Paper: A Combinatorial Multi-Armed Bandit Approach for Stochastic Facility Allocation Problem," Proc. of the ACM Advanced tools, programming languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems Workshop (ApPLIED), Jun 17, 2024. [Slides]
N. Niknami and J. Wu, "DeepIDPS: An Adaptive DRL-based Intrusion Detection and Prevention System for SDN," Proc. of the IEEE International Conference on Communications (ICC), Jun 9-13, 2024.[Slides]
W. Tang, T. Ai, and J. Wu, "Tiresias: Optimizing NUMA Performance with CXL Memory and Locality-Aware Process Scheduling," Proc. of the ACM Turing Award Celebration Conference (ACM TURC), Jun 5-7, 2024.[Slides]
S. Jiang, J. Wu, and F. Zuo, "Utility-Based Routing in Payment Channel Networks: A Tradeoff Between Utility And Privacy," Proc. of the 22nd IEEE/ACIS International Conference on Software Engineering Research, Management and Applications (SERA), May 30-Jun 1, 2024.