Junna Zhang

40 papers A 5B 2Journal 32Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Knowledge Transfer-Based Co-Evolutionary Search for Energy-Saving Distributed Heterogeneous Flexible Job Shop Scheduling.
IEEE Trans. Emerg. Top. Comput. Intell.
Tao Li, Xingchen Li, Junna Zhang, Dong Liu, Zidong Wang
2026 J jnl
NL2Filter: A Robust CNN Design for Visual Services Over Cloud and Device.
IEEE Trans. Serv. Comput.
Junna Zhang, Hui Guo, Chuntao Ding, Yu Yang, Xiaoyan Zhao, Peiyan Yuan, Shangguang Wang
2026 J jnl
Recommendation-Enabled Caching Strategy With Age of Information in Edge-Cloud Networks.
IEEE Trans. Netw. Sci. Eng.
Xiaoyan Zhao, Fengxian Hou, Peiyan Yuan, Chenyang Wang, Junna Zhang, Hu Jin
2025 A conf
A Dynamic Service Offloading Algorithm Based on Lyapunov Optimization in Edge Computing.
ECAI
Peiyan Yuan, Ming Li, Chenyang Wang, Ledong An, Xiaoyan Zhao, Junna Zhang, Xiangyang Li, Huadong Ma
2025 J jnl
A Dynamic Service Offloading Algorithm Based on Lyapunov Optimization in Edge Computing.
CoRR
Peiyan Yuan, Ming Li, Chenyang Wang, Ledong An, Xiaoyan Zhao, Junna Zhang, Xiangyang Li, Huadong Ma
2025 — conf
A Practical Teaching Model of Software Engineering Courses for Artificial Intelligence Literacy Cultivation in Pre-Service Teachers.
SSE
Junna Zhang, Yulin Sun, Li Duan, Hui Liu, Chunhong Liu, Aili Zhang, Peiyan Yuan
2025 A conf
CPP: Compensated Post-Training Pruning Approach for On-Device Large Language Model Services.
ICWS
Junna Zhang, Yifei Hu, Chuntao Ding, Xiaoyan Zhao, Peiyan Yuan, Shangguang Wang
2025 J jnl
EDT_MTOS: An Edge Digital Twin Enabled VEC Multihop Collaborative Task Offloading Scheme.
IEEE Internet Things J.
Xiaoyan Zhao, Jiale Zhang, Chenyang Wang, Peiyan Yuan, Junna Zhang, Xiangyang Li
2025 J jnl
GNN-Assisted Deep Reinforcement Learning for Cell-Free Massive MIMO Systems With Nonlinear Power Amplifiers and Low-Resolution ADCs.
IEEE Internet Things J.
Meng Zhou, Shilong Li, Peiyan Yuan, Junna Zhang, Jie Zhang, Longxiang Yang, Hongbo Zhu
2025 J jnl
GroupNL: Low-Resource and Robust CNN Design over Cloud and Device.
CoRR
Chuntao Ding, Jianhang Xie, Junna Zhang, Salman Raza, Shangguang Wang, Jiannong Cao
2025 J jnl
Incentive Mechanism Design for Multi-Round Federated Learning With a Single Budget.
IEEE Trans. Netw. Sci. Eng.
Zhihao Ren, Xinglin Zhang, Wing W. Y. Ng, Junna Zhang
2025 J jnl
Joint Access Control and Pilot Design to Minimize Average AoI in Cell-Free Massive MIMO System With Grant-Free Random Access.
IEEE Internet Things J.
Meng Zhou, Xuan Yuan, Peiyan Yuan, Junna Zhang, Xiaoyan Zhao, Mangang Xie, Longxiang Yang, Hongbo Zhu
2025 J jnl
Minimize Average PAoI for Grant-Free Random Access Scheme in Cell-Free Massive MIMO.
IEEE Commun. Lett.
Meng Zhou, Xuan Yuan, Peiyan Yuan, Junna Zhang, Weiqiang Tan, Longxiang Yang, Hongbo Zhu
2025 J jnl
Responsible Workload Sequence Anomaly Detection with Bi-View Feature Fusion.
J. Netw. Syst. Manag.
Chunhong Liu, Dehao Wang, Li Duan, Kun Wang, Junna Zhang
2025 A conf
SeFA: A Seed-Filter Adaptation Method for Robust Vision Services in IoT Devices.
ICWS
Chuntao Ding, Longquan Zhang, Junna Zhang, Zonghui Li, Li Zhang
2025 J jnl
UAV-Assisted Task Offloading in Edge Computing.
IEEE Internet Things J.
Junna Zhang, Guoxian Zhang, Xinxin Wang, Xiaoyan Zhao, Peiyan Yuan, Hu Jin
2024 J jnl
A lightweight and personalized edge federated learning model.
Complex Intell. Syst.
Peiyan Yuan, Ling Shi, Xiaoyan Zhao, Junna Zhang
2024 J jnl
Consistent multi-view subspace clustering with local structure information.
Int. J. Mach. Learn. Cybern.
Kang Zhao, Shuisheng Zhou, Ying Zhang, Junna Zhang
2024 J jnl
CooCo: A Collaborative Offloading and Resource Configuration Algorithm in Edge Networks.
IEEE Internet Things J.
Xiaoyan Zhao, Jiale Zhang, Junna Zhang, Peiyan Yuan, Hu Jin, Xiangyang Li
2024 J jnl
Dependency-Aware Task Offloading Based on Application Hit Ratio.
IEEE Trans. Serv. Comput.
Junna Zhang, Xinxin Wang, Peiyan Yuan, Hai Dong, Pengcheng Zhang, Zahir Tari
2024 A conf
Energy- and Cost-Oriented Optimization of Hybrid Coded Storage in Edge Caching Systems.
ICWS
Haojuan Zhang, Yali Wang, Peiyan Yuan, Junna Zhang
2024 J jnl
Structured orthogonal random features based on DCT for kernel approximation.
Neurocomputing
Junna Zhang, Shuisheng Zhou
2023 J jnl
Accuracy Rate Maximization in Edge Federated Learning With Delay and Energy Constraints.
IEEE Syst. J.
Peiyan Yuan, Rong Huang, Junna Zhang, En Zhang, Xiaoyan Zhao
2023 J jnl
Cooperative edge offloading strategy for sensory data with delay and energy constraints.
Wirel. Networks
Peiyan Yuan, Saike Shao, Junna Zhang, Xiaoyan Zhao
2023 J jnl
Dependent Application Offloading in Edge Computing.
IEEE Trans. Cloud Comput.
Junna Zhang, Guoxian Zhang, Xiang Bao, Chuntao Ding, Peiyan Yuan, Xinglin Zhang, Shangguang Wang
2023 J jnl
Dependent task offloading mechanism for cloud-edge-device collaboration.
J. Netw. Comput. Appl.
Junna Zhang, Jiawei Chen, Xiang Bao, Chunhong Liu, Peiyan Yuan, Xinglin Zhang, Shangguang Wang
2023 J jnl
Fast newton method to solve KLR based on multilevel circulant matrix with log-linear complexity.
Appl. Intell.
Junna Zhang, Shuisheng Zhou, Cui Fu, Feng Ye
2023 J jnl
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks.
ACM Trans. Sens. Networks
Xinglin Zhang, Jiaqi Tian, Junna Zhang, Chaocan Xiang
2023 J jnl
Proximity ranking-based multimodal differential evolution.
Swarm Evol. Comput.
Junna Zhang, Degang Chen, Qiang Yang, Yiqiao Wang, Dong Liu, Sang-Woon Jeon, Jun Zhang
2023 A conf
Task Offloading Based on Application Hit Ratio.
ICWS
Junna Zhang, Xinxin Wang, Chuntao Ding, Xiaoyan Zhao, Shangguang Wang
2022 J jnl
Faster doubly stochastic functional gradient by gradient preconditioning for scalable kernel methods.
Appl. Intell.
Zhuan Zhang, Shuisheng Zhou, Ting Yang, Junna Zhang
2022 J jnl
Joint Edge Server Placement and Service Placement in Mobile-Edge Computing.
IEEE Internet Things J.
Xinglin Zhang, Zhenjiang Li, Chang Lai, Junna Zhang
2022 J jnl
Risk-Averse support vector classifier machine via moments penalization.
Int. J. Mach. Learn. Cybern.
Cui Fu, Shuisheng Zhou, Junna Zhang, Banghe Han, Yuxue Chen, Feng Ye
2022 J jnl
Tr-Predictior: An Ensemble Transfer Learning Model for Small-Sample Cloud Workload Prediction.
Entropy
Chunhong Liu, Jie Jiao, Weili Li, Jingxiong Wang, Junna Zhang
2021 J jnl
Task Planning Considering Location Familiarity in Spatial Crowdsourcing.
ACM Trans. Sens. Networks
Chaoqun Peng, Xinglin Zhang, Zhaojing Ou, Junna Zhang
2021 J jnl
Using Multilevel Circulant Matrix Approximate to Speed Up Kernel Logistic Regression.
CoRR
Junna Zhang, Shuisheng Zhou, Cui Fu, Zhuan Zhang
2020 B conf
An Overview of User-Oriented Computation Offloading in Mobile Edge Computing.
SERVICES
Junna Zhang, Xiaoyan Zhao
2020 J jnl
ProRec: a unified content caching and replacement framework for mobile edge computing.
Wirel. Networks
Peiyan Yuan, Yunyun Cai, Yihang Liu, Junna Zhang, Yali Wang, Xiaoyan Zhao
2018 J jnl
Overview on Fault Tolerance Strategies of Composite Service in Service Computing.
Wirel. Commun. Mob. Comput.
Junna Zhang, Ao Zhou, Qibo Sun, Shangguang Wang, Fangchun Yang
2016 B conf
Tradeoff between executing time and revenue for runtime service composition.
IWQoS
Junna Zhang, Shangguang Wang, Qibo Sun, Fangchun Yang