Lei Yang

Orcid: 0000-0002-8732-3675

Affiliations:

South China University of Technology, School of Software Engineering, Guangzhou, China
The Hong Kong Polytechnic University, Department of Computing, Hong Kong (PhD 2014)

According to our database¹, Lei Yang authored at least 65 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

AutoSF: Adaptive Distributed Model Training in Dynamic Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., June, 2024

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

[BibT_eX]

[DOI]

IEEE Trans. Computers, June, 2024

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., February, 2024

E<sup>2</sup>CFD: Towards Effective and Efficient Cost Function Design for Safe Reinforcement Learning via Large Language Model.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

2023

Reliable Dynamic Service Chain Scheduling in 5G Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., August, 2023

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

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., July, 2023

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

[BibT_eX]

[DOI]

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

Online Dependent Task Assignment in Preference Aware Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Jiajun Yao

Lei Yang

Xiaohua Xu

IEEE Trans. Serv. Comput., 2023

Non-Rejection Aware Online Task Assignment in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2023

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

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2023

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

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2023

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, November, 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2022

Partitioning Stateful Data Stream Applications in Dynamic Edge Cloud Environments.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Comput. Networks, 2022

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2021

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

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2021

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

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

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

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

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

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Multihop Offloading of Multiple DAG Tasks in Collaborative Edge Computing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Reliable Routing and Scheduling in Time-Sensitive Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2020

Efficient Hybrid Data Dissemination for Edge-Assisted Automated Driving.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

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

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

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

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

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

[BibT_eX]

[DOI]

IEEE Access, 2020

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

[BibT_eX]

[DOI]

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

A Dynamic Partitioning Framework for Edge-Assisted Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

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

[BibT_eX]

[DOI]

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

2019

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

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2019

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Yuvraj Sahni

Jiannong Cao

Lei Yang

IEEE Internet Things J., 2019

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2018

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

[BibT_eX]

[DOI]

IEEE Access, 2018

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

[BibT_eX]

[DOI]

Haohuang Wen

Lei Yang

Zhenyu Wang

IEEE Access, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE SmartWorld, 2018

2017

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

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

Application Repartitioning in the Cloud.

[BibT_eX]

[DOI]

Lei Yang

Jiannong Cao

Computer, 2017

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

[BibT_eX]

[DOI]

IEEE Access, 2017

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

[BibT_eX]

[DOI]

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

2016

Run Time Application Repartitioning in Dynamic Mobile Cloud Environments.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2016

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

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

2015

Accurate and Efficient Object Tracking Based on Passive RFID.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2015

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

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2015

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

[BibT_eX]

[DOI]

Rui Liu

Jiannong Cao

Lei Yang

Inf. Media Technol., 2015

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2014

Subscriber dynamic characteristics-based wireless network accessing bandwidth prediction.

[BibT_eX]

[DOI]

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

Effective social relationship measurement based on user trajectory analysis.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2014

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2013

2012

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Lei Yang

Timeline

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