Lei Yang

According to our database, Lei Yang authored at least 68 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Federated Class-Incremental Learning With Dynamic Feature Extractor Fusion.

Yanyan Lu, Lei Yang, Hao-Rui Chen, Jiannong Cao, Wanyu Lin, Saiqin Long

IEEE Trans. Mob. Comput., December, 2024

Joint Optimization of Pricing, Dispatching and Repositioning in Ride-Hailing With Multiple Models Interplayed Reinforcement Learning.

Zhongyun Zhang, Lei Yang, Jiajun Yao, Chao Ma, Jianguo Wang

IEEE Trans. Knowl. Data Eng., December, 2024

AutoSF: Adaptive Distributed Model Training in Dynamic Edge Computing.

Lei Yang, Yingqi Gan, Jinru Chen, Jiannong Cao

IEEE Trans. Mob. Comput., June, 2024

Decentralized Task Offloading in Edge Computing: An Offline-to-Online Reinforcement Learning Approach.

Hongcai Lin, Lei Yang, Hao Guo, Jiannong Cao

IEEE Trans. Computers, June, 2024

Personalized Federated Learning with Layer-Wise Feature Transformation via Meta-Learning.

Jingke Tu, Jiaming Huang, Lei Yang, Wanyu Lin

ACM Trans. Knowl. Discov. Data, May, 2024

Distributed Semi-Supervised Learning With Consensus Consistency on Edge Devices.

Hao-Rui Chen, Lei Yang, Xinglin Zhang, Jiaxing Shen, Jiannong Cao

IEEE Trans. Parallel Distributed Syst., February, 2024

E²CFD: Towards Effective and Efficient Cost Function Design for Safe Reinforcement Learning via Large Language Model.

Zepeng Wang, Chao Ma, Linjiang Zhou, Libing Wu, Lei Yang, Xiaochuan Shi, Guojun Peng

CoRR, 2024

Multi-Source Coflow Scheduling in Collaborative Edge Computing with Multihop Network.

Yuvraj Sahni, Jiannong Cao, Lei Yang, Shengwei Wang

CoRR, 2024

RoleML: a Role-Oriented Programming Model for Customizable Distributed Machine Learning on Edges.

Yuesheng Tan, Lei Yang, Wenhao Li, Yuda Wu

Proceedings of the 25th International Middleware Conference, 2024

2023

Reliable Dynamic Service Chain Scheduling in 5G Networks.

Lei Yang, Junzhong Jia, Hongcai Lin, Jiannong Cao

IEEE Trans. Mob. Comput., August, 2023

Optimizing Aggregation Frequency for Hierarchical Model Training in Heterogeneous Edge Computing.

Lei Yang, Yingqi Gan, Jiannong Cao, Zhenyu Wang

IEEE Trans. Mob. Comput., July, 2023

Personalized Federated Learning on Non-IID Data via Group-based Meta-learning.

Lei Yang, Jiaming Huang, Wanyu Lin, Jiannong Cao

ACM Trans. Knowl. Discov. Data, May, 2023

Online Dependent Task Assignment in Preference Aware Spatial Crowdsourcing.

Jiajun Yao, Lei Yang, Xiaohua Xu

IEEE Trans. Serv. Comput., 2023

Non-Rejection Aware Online Task Assignment in Spatial Crowdsourcing.

Jiajun Yao, Lei Yang, Zhenyu Wang, Xiaohua Xu

IEEE Trans. Serv. Comput., 2023

Improving Accuracy and Convergence in Group-Based Federated Learning on Non-IID Data.

Ziqi He, Lei Yang, Wanyu Lin, Weigang Wu

IEEE Trans. Netw. Sci. Eng., 2023

Blockchain-based Collaborative Edge Intelligence for Trustworthy and Real-Time Video Surveillance.

Mingjin Zhang, Jiannong Cao, Yuvraj Sahni, Qianyi Chen, Shan Jiang, Lei Yang

IEEE Trans. Ind. Informatics, 2023

FedCME: Client Matching and Classifier Exchanging to Handle Data Heterogeneity in Federated Learning.

Jun Nie, Danyang Xiao, Lei Yang, Weigang Wu

Proceedings of the 19th International Conference on Mobility, Sensing and Networking, 2023

2022

An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning.

Yimin Shi, Haihan Duan, Lei Yang, Wei Cai

ACM Trans. Sens. Networks, November, 2022

Online Double Auction for Wireless Spectrum Allocation With General Conflict Graph.

Yilun Cui, Lei Yang, Ruidong Li, Xiaohua Xu

IEEE Trans. Veh. Technol., 2022

A Novel Demand Dispatching Model for Autonomous On-Demand Services.

Lei Yang, Xi Yu, Jiannong Cao, Wengen Li, Yuqi Wang, Michal Szczecinski

IEEE Trans. Serv. Comput., 2022

Partitioning Stateful Data Stream Applications in Dynamic Edge Cloud Environments.

Shaoshuai Ding, Lei Yang, Jiannong Cao, Wei Cai, Mingkui Tan, Zhenyu Wang

IEEE Trans. Serv. Comput., 2022

EdgeTB: A Hybrid Testbed for Distributed Machine Learning at the Edge With High Fidelity.

Lei Yang, Fulin Wen, Jiannong Cao, Zhenyu Wang

IEEE Trans. Parallel Distributed Syst., 2022

Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach.

Yichen Liu, Pan Zhou, Lei Yang, Yulei Wu, Zichuan Xu, Kai Liu, Xiumin Wang

IEEE Trans. Emerg. Top. Comput. Intell., 2022

Distributed resource scheduling in edge computing: Problems, solutions, and opportunities.

Yuvraj Sahni, Jiannong Cao, Lei Yang, Shengwei Wang

Comput. Networks, 2022

The 4th International Workshop on Network Meets Intelligent Computations (NMIC 2022): Preface.

Lei Yang, Wei Cai

Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing.

Mingjin Zhang, Jiannong Cao, Lei Yang, Liang Zhang, Yuvraj Sahni, Shan Jiang

Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

2021

Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Clouds.

Lei Yang, Bo Liu, Jiannong Cao, Yuvraj Sahni, Zhenyu Wang

IEEE Trans. Serv. Comput., 2021

Network Aware Mobile Edge Computation Partitioning in Multi-User Environments.

Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu

IEEE Trans. Serv. Comput., 2021

Multi-Hop Multi-Task Partial Computation Offloading in Collaborative Edge Computing.

Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji

IEEE Trans. Parallel Distributed Syst., 2021

Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services.

Lei Yang, Xi Yu, Jiannong Cao, Xuxun Liu, Pan Zhou

ACM Trans. Knowl. Discov. Data, 2021

E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI.

Lei Yang, Yanyan Lu, Jiannong Cao, Jiaming Huang, Mingjin Zhang

IEEE Internet Things J., 2021

Multihop Offloading of Multiple DAG Tasks in Collaborative Edge Computing.

Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji

IEEE Internet Things J., 2021

Reliable Routing and Scheduling in Time-Sensitive Networks.

Hongtao Li, Hao Cheng, Lei Yang

Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Reliability-aware Dynamic Service Chain Scheduling in 5G Networks based on Reinforcement Learning.

Junzhong Jia, Lei Yang, Jiannong Cao

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020

Latency-Aware Path Planning for Disconnected Sensor Networks With Mobile Sinks.

Xuxun Liu, Tie Qiu, Xiaobo Zhou, Tian Wang, Lei Yang, Victor Chang

IEEE Trans. Ind. Informatics, 2020

Efficient Hybrid Data Dissemination for Edge-Assisted Automated Driving.

Lei Yang, Lingling Zhang, Zongjian He, Jiannong Cao, Weigang Wu

IEEE Internet Things J., 2020

Restoring Connectivity of Damaged Sensor Networks for Long-Term Survival in Hostile Environments.

Xuxun Liu, Anfeng Liu, Tie Qiu, Bin Dai, Tian Wang, Lei Yang

IEEE Internet Things J., 2020

Swarm-Intelligence-Based Rendezvous Selection via Edge Computing for Mobile Sensor Networks.

Xuxun Liu, Tie Qiu, Bin Dai, Lei Yang, Anfeng Liu, Jiangtao Wang

IEEE Internet Things J., 2020

QoS Guaranteed Resource Allocation for Live Virtual Machine Migration in Edge Clouds.

Lei Yang, Doudou Yang, Jiannong Cao, Yuvraj Sahni, Xiaohua Xu

IEEE Access, 2020

Coding based Distributed Data Shuffling for Low Communication Cost in Data Center Networks.

Junpeng Liang, Lei Yang, Zhenyu Wang, Xuxun Liu, Weigang Wu

Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020

A Dynamic Partitioning Framework for Edge-Assisted Cloud Computing.

Zhengjia Cao, Bowen Xiao, Haihan Duan, Lei Yang, Wei Cai

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

DP-Hybrid: A Two-Layer Consensus Protocol for High Scalability in Permissioned Blockchain.

Fulin Wen, Lei Yang, Wei Cai, Pan Zhou

Proceedings of the Blockchain and Trustworthy Systems - Second International Conference, 2020

2019

Understanding Mobile Users' Privacy Expectations: A Recommendation-Based Method Through Crowdsourcing.

Rui Liu, Junbin Liang, Jiannong Cao, Kehuan Zhang, Wenyu Gao, Lei Yang, Ruiyun Yu

IEEE Trans. Serv. Comput., 2019

A recommender system to address the Cold Start problem for App usage prediction.

Di Han, Jianqing Li, Lei Yang, Zihua Zeng

Int. J. Mach. Learn. Cybern., 2019

Data-Aware Task Allocation for Achieving Low Latency in Collaborative Edge Computing.

Yuvraj Sahni, Jiannong Cao, Lei Yang

IEEE Internet Things J., 2019

Revisiting Computation Partitioning in Future 5G-Based Edge Computing Environments.

Jin Cao, Lei Yang, Jiannong Cao

IEEE Internet Things J., 2019

2018

When Privacy Meets Usability: Unobtrusive Privacy Permission Recommendation System for Mobile Apps Based on Crowdsourcing.

Rui Liu, Jiannong Cao, Kehuan Zhang, Wenyu Gao, Junbin Liang, Lei Yang

IEEE Trans. Serv. Comput., 2018

Joint Scheduling of Tasks and Network Flows in Big Data Clusters.

Lei Yang, Xuxun Liu, Jiannong Cao, Zhenyu Wang

IEEE Access, 2018

ParGen: A Parallel Method for Partitioning Data Stream Applications in Mobile Edge Computing.

Haohuang Wen, Lei Yang, Zhenyu Wang

IEEE Access, 2018

Fast VM Startup by Cooperative Image Caching for Cloud Data Centers.

Yifan Zhang, Zhechao Li, Weigang Wu, Lei Yang

Proceedings of the 2018 IEEE SmartWorld, 2018

2017

AppBooster: Boosting the Performance of Interactive Mobile Applications with Computation Offloading and Parameter Tuning.

Weiqing Liu, Jiannong Cao, Lei Yang, Lin Xu, Xuanjia Qiu, Jing Li

IEEE Trans. Parallel Distributed Syst., 2017

Application Repartitioning in the Cloud.

Lei Yang, Jiannong Cao

Computer, 2017

Edge Mesh: A New Paradigm to Enable Distributed Intelligence in Internet of Things.

Yuvraj Sahni, Jiannong Cao, Shigeng Zhang, Lei Yang

IEEE Access, 2017

Network Aware Multi-User Computation Partitioning in Mobile Edge Clouds.

Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu

Proceedings of the 46th International Conference on Parallel Processing, 2017

2016

Run Time Application Repartitioning in Dynamic Mobile Cloud Environments.

Lei Yang, Jiannong Cao, Shaojie Tang, Di Han, Neeraj Suri

IEEE Trans. Cloud Comput., 2016

Cost Aware Service Placement and Load Dispatching in Mobile Cloud Systems.

Lei Yang, Jiannong Cao, Guanqing Liang, Xu Han

IEEE Trans. Computers, 2016

2015

Accurate and Efficient Object Tracking Based on Passive RFID.

Lei Yang, Jiannong Cao, Weiping Zhu, Shaojie Tang

IEEE Trans. Mob. Comput., 2015

Multi-User Computation Partitioning for Latency Sensitive Mobile Cloud Applications.

Lei Yang, Jiannong Cao, Hui Cheng, Yusheng Ji

IEEE Trans. Computers, 2015

Smartphone Privacy in Mobile Computing: Issues, Methods and Systems.

Rui Liu, Jiannong Cao, Lei Yang

Inf. Media Technol., 2015

PriWe: Recommendation for Privacy Settings of Mobile Apps Based on Crowdsourced Users' Expectations.

Rui Liu, Jiannong Cao, Lei Yang, Kehuan Zhang

Proceedings of the 2015 IEEE International Conference on Mobile Services, MS 2015, New York City, NY, USA, June 27, 2015

2014

Fault-Tolerant RFID Reader Localization Based on Passive RFID Tags.

Weiping Zhu, Jiannong Cao, Yi Xu, Lei Yang, Junjun Kong

IEEE Trans. Parallel Distributed Syst., 2014

Subscriber dynamic characteristics-based wireless network accessing bandwidth prediction.

Di Han, Hai-Li Liang, Xian-Min Shen, Lei Yang

Int. J. Mach. Learn. Cybern., 2014

Effective social relationship measurement based on user trajectory analysis.

Chao Ma, Jiannong Cao, Lei Yang, Jun Ma, Yanxiang He

J. Ambient Intell. Humaniz. Comput., 2014

Heuristic offloading of concurrent tasks for computation-intensive applications in mobile cloud computing.

Mike Jia, Jiannong Cao, Lei Yang

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Bejo: Behavior Based Job Classification for Resource Consumption Prediction in the Cloud.

Lin Xu, Jiannong Cao, Yan Wang, Lei Yang, Jing Li

Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

2013

A framework for partitioning and execution of data stream applications in mobile cloud computing.

Lei Yang, Jiannong Cao, Yin Yuan, Tao Li, Andy Han, Alvin T. S. Chan

SIGMETRICS Perform. Evaluation Rev., 2013

2012

A hybrid method for achieving high accuracy and efficiency in object tracking using passive RFID.

Lei Yang, Jiannong Cao, Weiping Zhu, Shaojie Tang

Proceedings of the 2012 IEEE International Conference on Pervasive Computing and Communications, 2012

A Framework for Partitioning and Execution of Data Stream Applications in Mobile Cloud Computing.

Lei Yang, Jiannong Cao, Shaojie Tang, Tao Li, Alvin T. S. Chan

Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012