Lei Yang

82 papers A* 3A 1B 2C 1Misc 1Journal 63Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Autonomous Model Aggregation for Decentralized Learning on Edge Devices.
IEEE Trans. Parallel Distributed Syst.
Jinru Chen, Jingke Tu, Lei Yang, Jiannong Cao
2025 J jnl
Debiasing Graph Representation Learning Based on Information Bottleneck.
IEEE Trans. Neural Networks Learn. Syst.
Ziyi Zhang, Mingxuan Ouyang, Wanyu Lin, Hao Lan, Lei Yang
2025 J jnl
Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions.
ACM Comput. Surv.
Jingke Tu, Lei Yang, Jiannong Cao
2025 J jnl
Efficient Cache Retrieving Scheme in VANET via Online Reinforcement Learning.
IEEE Trans. Veh. Technol.
Zhenhao Tan, Bin Chen, Ruidong Li, Lei Yang, XiaoHua Xu
2025 J jnl
FedPPO: Reinforcement Learning-Based Client Selection for Federated Learning With Heterogeneous Data.
IEEE Trans. Cogn. Commun. Netw.
Zheyu Zhao, Anran Li, Ruidong Li, Lei Yang, XiaoHua Xu
2025 J jnl
Hybrid Redundancy for Reliable Task Offloading in Collaborative Edge Computing.
IEEE Trans. Computers
Hao Guo, Lei Yang, Qingfeng Zhang, Jiannong Cao
2025 J jnl
Mobility-Aware Dependent Task Offloading in Edge Computing: A Digital Twin-Assisted Reinforcement Learning Approach.
IEEE Trans. Mob. Comput.
Xiangchun Chen, Jiannong Cao, Yuvraj Sahni, Mingjin Zhang, Zhixuan Liang, Lei Yang
2025 J jnl
Reliable Routing and Scheduling in Time Sensitive Networks Based on Reinforcement Learning.
IEEE Trans. Netw. Sci. Eng.
Hao Cheng, Lei Yang, Qingfeng Zhang, Weiping Zhu
2024 J jnl
AutoSF: Adaptive Distributed Model Training in Dynamic Edge Computing.
IEEE Trans. Mob. Comput.
Lei Yang, Yingqi Gan, Jinru Chen, Jiannong Cao
2024 J jnl
Decentralized Task Offloading in Edge Computing: An Offline-to-Online Reinforcement Learning Approach.
IEEE Trans. Computers
Hongcai Lin, Lei Yang, Hao Guo, Jiannong Cao
2024 J jnl
Distributed Semi-Supervised Learning With Consensus Consistency on Edge Devices.
IEEE Trans. Parallel Distributed Syst.
Hao-Rui Chen, Lei Yang, Xinglin Zhang, Jiaxing Shen, Jiannong Cao
2024 J jnl
E
CoRR
Zepeng Wang, Chao Ma, Linjiang Zhou, Libing Wu, Lei Yang, Xiaochuan Shi, Guojun Peng
2024 J jnl
Federated Class-Incremental Learning With Dynamic Feature Extractor Fusion.
IEEE Trans. Mob. Comput.
Yanyan Lu, Lei Yang, Hao-Rui Chen, Jiannong Cao, Wanyu Lin, Saiqin Long
2024 J jnl
Joint Optimization of Pricing, Dispatching and Repositioning in Ride-Hailing With Multiple Models Interplayed Reinforcement Learning.
IEEE Trans. Knowl. Data Eng.
Zhongyun Zhang, Lei Yang, Jiajun Yao, Chao Ma, Jianguo Wang
2024 J jnl
Multi-Source Coflow Scheduling in Collaborative Edge Computing with Multihop Network.
CoRR
Yuvraj Sahni, Jiannong Cao, Lei Yang, Shengwei Wang
2024 J jnl
Personalized Federated Learning with Layer-Wise Feature Transformation via Meta-Learning.
ACM Trans. Knowl. Discov. Data
Jingke Tu, Jiaming Huang, Lei Yang, Wanyu Lin
2024 A conf
RoleML: a Role-Oriented Programming Model for Customizable Distributed Machine Learning on Edges.
Middleware
Yuesheng Tan, Lei Yang, Wenhao Li, Yuda Wu
2023 J jnl
Blockchain-based Collaborative Edge Intelligence for Trustworthy and Real-Time Video Surveillance.
IEEE Trans. Ind. Informatics
Mingjin Zhang, Jiannong Cao, Yuvraj Sahni, Qianyi Chen, Shan Jiang, Lei Yang
2023 — conf
EIS: Edge Information-Aware Scheduler for Containerized IoT Applications.
EDGE
Zeyuan Wang, Xinglin Zhang, Lei Yang
2023 — conf
FedCME: Client Matching and Classifier Exchanging to Handle Data Heterogeneity in Federated Learning.
MSN
Jun Nie, Danyang Xiao, Lei Yang, Weigang Wu
2023 J jnl
FedCME: Client Matching and Classifier Exchanging to Handle Data Heterogeneity in Federated Learning.
CoRR
Jun Nie, Danyang Xiao, Lei Yang, Weigang Wu
2023 J jnl
Improving Accuracy and Convergence in Group-Based Federated Learning on Non-IID Data.
IEEE Trans. Netw. Sci. Eng.
Ziqi He, Lei Yang, Wanyu Lin, Weigang Wu
2023 J jnl
Non-Rejection Aware Online Task Assignment in Spatial Crowdsourcing.
IEEE Trans. Serv. Comput.
Jiajun Yao, Lei Yang, Zhenyu Wang, XiaoHua Xu
2023 J jnl
Online Dependent Task Assignment in Preference Aware Spatial Crowdsourcing.
IEEE Trans. Serv. Comput.
Jiajun Yao, Lei Yang, XiaoHua Xu
2023 J jnl
Optimizing Aggregation Frequency for Hierarchical Model Training in Heterogeneous Edge Computing.
IEEE Trans. Mob. Comput.
Lei Yang, Yingqi Gan, Jiannong Cao, Zhenyu Wang
2023 J jnl
Personalized Federated Learning on Non-IID Data via Group-based Meta-learning.
ACM Trans. Knowl. Discov. Data
Lei Yang, Jiaming Huang, Wanyu Lin, Jiannong Cao
2023 J jnl
Reliable Dynamic Service Chain Scheduling in 5G Networks.
IEEE Trans. Mob. Comput.
Lei Yang, Junzhong Jia, Hongcai Lin, Jiannong Cao
2022 J jnl
A Novel Demand Dispatching Model for Autonomous On-Demand Services.
IEEE Trans. Serv. Comput.
Lei Yang, Xi Yu, Jiannong Cao, Wengen Li, Yuqi Wang, Michal Szczecinski
2022 J jnl
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning.
ACM Trans. Sens. Networks
Yimin Shi, Haihan Duan, Lei Yang, Wei Cai
2022 J jnl
Distributed resource scheduling in edge computing: Problems, solutions, and opportunities.
Comput. Networks
Yuvraj Sahni, Jiannong Cao, Lei Yang, Shengwei Wang
2022 Misc conf
ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing.
SEC
Mingjin Zhang, Jiannong Cao, Lei Yang, Liang Zhang, Yuvraj Sahni, Shan Jiang
2022 J jnl
ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing.
CoRR
Mingjin Zhang, Jiannong Cao, Lei Yang, Liang Zhang, Yuvraj Sahni, Shan Jiang
2022 J jnl
EdgeTB: A Hybrid Testbed for Distributed Machine Learning at the Edge With High Fidelity.
IEEE Trans. Parallel Distributed Syst.
Lei Yang, Fulin Wen, Jiannong Cao, Zhenyu Wang
2022 J jnl
Online Double Auction for Wireless Spectrum Allocation With General Conflict Graph.
IEEE Trans. Veh. Technol.
Yilun Cui, Lei Yang, Ruidong Li, XiaoHua Xu
2022 J jnl
Partitioning Stateful Data Stream Applications in Dynamic Edge Cloud Environments.
IEEE Trans. Serv. Comput.
Shaoshuai Ding, Lei Yang, Jiannong Cao, Wei Cai, Mingkui Tan, Zhenyu Wang
2022 J jnl
Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach.
IEEE Trans. Emerg. Top. Comput. Intell.
Yichen Liu, Pan Zhou, Lei Yang, Yulei Wu, Zichuan Xu, Kai Liu, Xiumin Wang
2022 — conf
The 4th International Workshop on Network Meets Intelligent Computations (NMIC 2022): Preface.
MSN
Lei Yang, Wei Cai
2021 J jnl
E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI.
IEEE Internet Things J.
Lei Yang, Yanyan Lu, Jiannong Cao, Jiaming Huang, Mingjin Zhang
2021 J jnl
Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services.
ACM Trans. Knowl. Discov. Data
Lei Yang, Xi Yu, Jiannong Cao, Xuxun Liu, Pan Zhou
2021 J jnl
Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Clouds.
IEEE Trans. Serv. Comput.
Lei Yang, Bo Liu, Jiannong Cao, Yuvraj Sahni, Zhenyu Wang
2021 J jnl
Multi-Hop Multi-Task Partial Computation Offloading in Collaborative Edge Computing.
IEEE Trans. Parallel Distributed Syst.
Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji
2021 J jnl
Multihop Offloading of Multiple DAG Tasks in Collaborative Edge Computing.
IEEE Internet Things J.
Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji
2021 J jnl
Network Aware Mobile Edge Computation Partitioning in Multi-User Environments.
IEEE Trans. Serv. Comput.
Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu
2021 A* conf
Reliability-aware Dynamic Service Chain Scheduling in 5G Networks based on Reinforcement Learning.
INFOCOM
Junzhong Jia, Lei Yang, Jiannong Cao
2021 — conf
Reliable Routing and Scheduling in Time-Sensitive Networks.
MSN
Hongtao Li, Hao Cheng, Lei Yang
2020 — conf
A Dynamic Partitioning Framework for Edge-Assisted Cloud Computing.
ICA3PP (2)
Zhengjia Cao, Bowen Xiao, Haihan Duan, Lei Yang, Wei Cai
2020 — conf
Coding based Distributed Data Shuffling for Low Communication Cost in Data Center Networks.
MSN
Junpeng Liang, Lei Yang, Zhenyu Wang, Xuxun Liu, Weigang Wu
2020 — conf
DP-Hybrid: A Two-Layer Consensus Protocol for High Scalability in Permissioned Blockchain.
BlockSys
Fulin Wen, Lei Yang, Wei Cai, Pan Zhou
2020 J jnl
E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI.
CoRR
Lei Yang, Yanyan Lu, Jiannong Cao, Jiaming Huang, Mingjin Zhang
2020 J jnl
Efficient Hybrid Data Dissemination for Edge-Assisted Automated Driving.
IEEE Internet Things J.
Lei Yang, Lingling Zhang, Zongjian He, Jiannong Cao, Weigang Wu
2020 J jnl
Latency-Aware Path Planning for Disconnected Sensor Networks With Mobile Sinks.
IEEE Trans. Ind. Informatics
Xuxun Liu, Tie Qiu, Xiaobo Zhou, Tian Wang, Lei Yang, Victor Chang
2020 J jnl
QoS Guaranteed Resource Allocation for Live Virtual Machine Migration in Edge Clouds.
IEEE Access
Lei Yang, Doudou Yang, Jiannong Cao, Yuvraj Sahni, XiaoHua Xu
2020 J jnl
Restoring Connectivity of Damaged Sensor Networks for Long-Term Survival in Hostile Environments.
IEEE Internet Things J.
Xuxun Liu, Anfeng Liu, Tie Qiu, Bin Dai, Tian Wang, Lei Yang
2020 J jnl
Swarm-Intelligence-Based Rendezvous Selection via Edge Computing for Mobile Sensor Networks.
IEEE Internet Things J.
Xuxun Liu, Tie Qiu, Bin Dai, Lei Yang, Anfeng Liu, Jiangtao Wang
2019 J jnl
A recommender system to address the Cold Start problem for App usage prediction.
Int. J. Mach. Learn. Cybern.
Di Han, Jianqing Li, Lei Yang, Zihua Zeng
2019 J jnl
Data-Aware Task Allocation for Achieving Low Latency in Collaborative Edge Computing.
IEEE Internet Things J.
Yuvraj Sahni, Jiannong Cao, Lei Yang
2019 J jnl
Revisiting Computation Partitioning in Future 5G-Based Edge Computing Environments.
IEEE Internet Things J.
Jin Cao, Lei Yang, Jiannong Cao
2019 J jnl
Understanding Mobile Users' Privacy Expectations: A Recommendation-Based Method Through Crowdsourcing.
IEEE Trans. Serv. Comput.
Rui Liu, Junbin Liang, Jiannong Cao, Kehuan Zhang, Wenyu Gao, Lei Yang, Ruiyun Yu
2018 — conf
Fast VM Startup by Cooperative Image Caching for Cloud Data Centers.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Yifan Zhang, Zhechao Li, Weigang Wu, Lei Yang
2018 J jnl
Joint Scheduling of Tasks and Network Flows in Big Data Clusters.
IEEE Access
Lei Yang, Xuxun Liu, Jiannong Cao, Zhenyu Wang
2018 J jnl
ParGen: A Parallel Method for Partitioning Data Stream Applications in Mobile Edge Computing.
IEEE Access
Haohuang Wen, Lei Yang, Zhenyu Wang
2018 J jnl
When Privacy Meets Usability: Unobtrusive Privacy Permission Recommendation System for Mobile Apps Based on Crowdsourcing.
IEEE Trans. Serv. Comput.
Rui Liu, Jiannong Cao, Kehuan Zhang, Wenyu Gao, Junbin Liang, Lei Yang
2017 J jnl
AppBooster: Boosting the Performance of Interactive Mobile Applications with Computation Offloading and Parameter Tuning.
IEEE Trans. Parallel Distributed Syst.
Weiqing Liu, Jiannong Cao, Lei Yang, Lin Xu, Xuanjia Qiu, Jing Li
2017 J jnl
Application Repartitioning in the Cloud.
Computer
Lei Yang, Jiannong Cao
2017 J jnl
Edge Mesh: A New Paradigm to Enable Distributed Intelligence in Internet of Things.
IEEE Access
Yuvraj Sahni, Jiannong Cao, Shigeng Zhang, Lei Yang
2017 B conf
Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Clouds.
CLOUD
Lei Yang, Bo Liu, Jiannong Cao, Yuvraj Sahni, Zhenyu Wang
2017 B conf
Network Aware Multi-User Computation Partitioning in Mobile Edge Clouds.
ICPP
Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu
2016 J jnl
Cost Aware Service Placement and Load Dispatching in Mobile Cloud Systems.
IEEE Trans. Computers
Lei Yang, Jiannong Cao, Guanqing Liang, Xu Han
2016 J jnl
Run Time Application Repartitioning in Dynamic Mobile Cloud Environments.
IEEE Trans. Cloud Comput.
Lei Yang, Jiannong Cao, Shaojie Tang, Di Han, Neeraj Suri
2015 J jnl
Accurate and Efficient Object Tracking Based on Passive RFID.
IEEE Trans. Mob. Comput.
Lei Yang, Jiannong Cao, Weiping Zhu, Shaojie Tang
2015 J jnl
Multi-User Computation Partitioning for Latency Sensitive Mobile Cloud Applications.
IEEE Trans. Computers
Lei Yang, Jiannong Cao, Hui Cheng, Yusheng Ji
2015 — conf
PriWe: Recommendation for Privacy Settings of Mobile Apps Based on Crowdsourced Users' Expectations.
IEEE MS
Rui Liu, Jiannong Cao, Lei Yang, Kehuan Zhang
2015 J jnl
Smartphone Privacy in Mobile Computing: Issues, Methods and Systems.
Inf. Media Technol.
Rui Liu, Jiannong Cao, Lei Yang
2014 C conf
Bejo: Behavior Based Job Classification for Resource Consumption Prediction in the Cloud.
CloudCom
Lin Xu, Jiannong Cao, Yan Wang, Lei Yang, Jing Li
2014 J jnl
Effective social relationship measurement based on user trajectory analysis.
J. Ambient Intell. Humaniz. Comput.
Chao Ma, Jiannong Cao, Lei Yang, Jun Ma, Yanxiang He
2014 J jnl
Fault-Tolerant RFID Reader Localization Based on Passive RFID Tags.
IEEE Trans. Parallel Distributed Syst.
Weiping Zhu, Jiannong Cao, Yi Xu, Lei Yang, Junjun Kong
2014 — conf
Heuristic offloading of concurrent tasks for computation-intensive applications in mobile cloud computing.
INFOCOM Workshops
Mike Jia, Jiannong Cao, Lei Yang
2014 J jnl
Subscriber dynamic characteristics-based wireless network accessing bandwidth prediction.
Int. J. Mach. Learn. Cybern.
Di Han, Hai-Li Liang, Xian-Min Shen, Lei Yang
2013 J jnl
A framework for partitioning and execution of data stream applications in mobile cloud computing.
SIGMETRICS Perform. Evaluation Rev.
Lei Yang, Jiannong Cao, Yin Yuan, Tao Li, Andy Han, Alvin T. S. Chan
2012 — conf
A Framework for Partitioning and Execution of Data Stream Applications in Mobile Cloud Computing.
IEEE CLOUD
Lei Yang, Jiannong Cao, Shaojie Tang, Tao Li, Alvin T. S. Chan
2012 A* conf
A hybrid method for achieving high accuracy and efficiency in object tracking using passive RFID.
PerCom
Lei Yang, Jiannong Cao, Weiping Zhu, Shaojie Tang
2012 A* conf
Fault-tolerant RFID reader localization based on passive RFID tags.
INFOCOM
Weiping Zhu, Jiannong Cao, Yi Xu, Lei Yang, Junjun Kong