A Framework for Partitioning and Execution of Data Stream Applications in Mobile Cloud Computing. - Lei Yang 024; Jiannong Cao 001; Shaojie Tang 001; Tao Li; Alvin T. S. Chan (IEEE CLOUD, 2012)

A hybrid method for achieving high accuracy and efficiency in object tracking using passive RFID. - Lei Yang 024; Jiannong Cao 001; Weiping Zhu 004; Shaojie Tang 001 (PerCom, 2012)

A framework for partitioning and execution of data stream applications in mobile cloud computing. - Lei Yang 024; Jiannong Cao 001; Yin Yuan; Tao Li; Andy Han; Alvin T. S. Chan (SIGMETRICS Perform. Evaluation Rev., 2013)

Bejo: Behavior Based Job Classification for Resource Consumption Prediction in the Cloud. - Lin Xu; Jiannong Cao 001; Yan Wang; Lei Yang 024; Jing Li 047 (CloudCom, 2014)

Heuristic offloading of concurrent tasks for computation-intensive applications in mobile cloud computing. - Mike Jia; Jiannong Cao 001; Lei Yang 024 (INFOCOM Workshops, 2014)

Effective social relationship measurement based on user trajectory analysis. - Chao Ma 008; Jiannong Cao 001; Lei Yang 024; Jun Ma 010; Yanxiang He (J. Ambient Intell. Humaniz. Comput., 2014)

Subscriber dynamic characteristics-based wireless network accessing bandwidth prediction. - Di Han 002; Hai-Li Liang; Xian-Min Shen; Lei Yang 024 (Int. J. Mach. Learn. Cybern., 2014)

Fault-Tolerant RFID Reader Localization Based on Passive RFID Tags. - Weiping Zhu 004; Jiannong Cao 001; Yi Xu; Lei Yang 024; Junjun Kong (IEEE Trans. Parallel Distributed Syst., 2014)

PriWe: Recommendation for Privacy Settings of Mobile Apps Based on Crowdsourced Users' Expectations. - Rui Liu 002; Jiannong Cao 001; Lei Yang 024; Kehuan Zhang (IEEE MS, 2015)

Smartphone Privacy in Mobile Computing: Issues, Methods and Systems. - Rui Liu 002; Jiannong Cao 001; Lei Yang 024 (Inf. Media Technol., 2015)

Multi-User Computation Partitioning for Latency Sensitive Mobile Cloud Applications. - Lei Yang 024; Jiannong Cao 001; Hui Cheng; Yusheng Ji (IEEE Trans. Computers, 2015)

Accurate and Efficient Object Tracking Based on Passive RFID. - Lei Yang 024; Jiannong Cao 001; Weiping Zhu 004; Shaojie Tang 001 (IEEE Trans. Mob. Comput., 2015)

Cost Aware Service Placement and Load Dispatching in Mobile Cloud Systems. - Lei Yang 024; Jiannong Cao 001; Guanqing Liang; Xu Han (IEEE Trans. Computers, 2016)

Run Time Application Repartitioning in Dynamic Mobile Cloud Environments. - Lei Yang 024; Jiannong Cao 001; Shaojie Tang 001; Di Han 002; Neeraj Suri (IEEE Trans. Cloud Comput., 2016)

Network Aware Multi-User Computation Partitioning in Mobile Edge Clouds. - Lei Yang 024; Jiannong Cao 001; Zhenyu Wang 001; Weigang Wu (ICPP, 2017)

Edge Mesh: A New Paradigm to Enable Distributed Intelligence in Internet of Things. - Yuvraj Sahni; Jiannong Cao 001; Shigeng Zhang; Lei Yang 024 (IEEE Access, 2017)

Application Repartitioning in the Cloud. - Lei Yang 024; Jiannong Cao 001 (Computer, 2017)

AppBooster: Boosting the Performance of Interactive Mobile Applications with Computation Offloading and Parameter Tuning. - Weiqing Liu; Jiannong Cao 001; Lei Yang 024; Lin Xu; Xuanjia Qiu; Jing Li 047 (IEEE Trans. Parallel Distributed Syst., 2017)

Fast VM Startup by Cooperative Image Caching for Cloud Data Centers. - Yifan Zhang; Zhechao Li; Weigang Wu; Lei Yang 024 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2018)

ParGen: A Parallel Method for Partitioning Data Stream Applications in Mobile Edge Computing. - Haohuang Wen; Lei Yang 024; Zhenyu Wang 001 (IEEE Access, 2018)

Joint Scheduling of Tasks and Network Flows in Big Data Clusters. - Lei Yang 024; Xuxun Liu 001; Jiannong Cao 001; Zhenyu Wang 001 (IEEE Access, 2018)

When Privacy Meets Usability: Unobtrusive Privacy Permission Recommendation System for Mobile Apps Based on Crowdsourcing. - Rui Liu 002; Jiannong Cao 001; Kehuan Zhang; Wenyu Gao; Junbin Liang; Lei Yang 024 (IEEE Trans. Serv. Comput., 2018)

Revisiting Computation Partitioning in Future 5G-Based Edge Computing Environments. - Jin Cao; Lei Yang 024; Jiannong Cao 001 (IEEE Internet Things J., 2019)

Data-Aware Task Allocation for Achieving Low Latency in Collaborative Edge Computing. - Yuvraj Sahni; Jiannong Cao 001; Lei Yang 024 (IEEE Internet Things J., 2019)

A recommender system to address the Cold Start problem for App usage prediction. - Di Han 002; Jianqing Li 001; Lei Yang 024; Zihua Zeng (Int. J. Mach. Learn. Cybern., 2019)

Understanding Mobile Users' Privacy Expectations: A Recommendation-Based Method Through Crowdsourcing. - Rui Liu 002; Junbin Liang; Jiannong Cao 001; Kehuan Zhang; Wenyu Gao; Lei Yang 024; Ruiyun Yu (IEEE Trans. Serv. Comput., 2019)

DP-Hybrid: A Two-Layer Consensus Protocol for High Scalability in Permissioned Blockchain. - Fulin Wen; Lei Yang 024; Wei Cai 002; Pan Zhou 001 (BlockSys, 2020)

A Dynamic Partitioning Framework for Edge-Assisted Cloud Computing. - Zhengjia Cao; Bowen Xiao; Haihan Duan; Lei Yang 024; Wei Cai 002 (ICA3PP (2), 2020)

Coding based Distributed Data Shuffling for Low Communication Cost in Data Center Networks. - Junpeng Liang; Lei Yang 024; Zhenyu Wang 001; Xuxun Liu 001; Weigang Wu (MSN, 2020)

QoS Guaranteed Resource Allocation for Live Virtual Machine Migration in Edge Clouds. - Lei Yang 024; Doudou Yang; Jiannong Cao 001; Yuvraj Sahni; Xiaohua Xu 002 (IEEE Access, 2020)

Swarm-Intelligence-Based Rendezvous Selection via Edge Computing for Mobile Sensor Networks. - Xuxun Liu 001; Tie Qiu 001; Bin Dai 003; Lei Yang 024; Anfeng Liu; Jiangtao Wang 001 (IEEE Internet Things J., 2020)

Restoring Connectivity of Damaged Sensor Networks for Long-Term Survival in Hostile Environments. - Xuxun Liu 001; Anfeng Liu; Tie Qiu 001; Bin Dai 003; Tian Wang 001; Lei Yang 024 (IEEE Internet Things J., 2020)

Efficient Hybrid Data Dissemination for Edge-Assisted Automated Driving. - Lei Yang 024; Lingling Zhang; Zongjian He; Jiannong Cao 001; Weigang Wu (IEEE Internet Things J., 2020)

Latency-Aware Path Planning for Disconnected Sensor Networks With Mobile Sinks. - Xuxun Liu 001; Tie Qiu 001; Xiaobo Zhou 003; Tian Wang 001; Lei Yang 024; Victor Chang 001 (IEEE Trans. Ind. Informatics, 2020)

Reliability-aware Dynamic Service Chain Scheduling in 5G Networks based on Reinforcement Learning. - Junzhong Jia; Lei Yang 024; Jiannong Cao 001 (INFOCOM, 2021)

Reliable Routing and Scheduling in Time-Sensitive Networks. - Hongtao Li; Hao Cheng; Lei Yang 024 (MSN, 2021)

Multihop Offloading of Multiple DAG Tasks in Collaborative Edge Computing. - Yuvraj Sahni; Jiannong Cao 001; Lei Yang 024; Yusheng Ji (IEEE Internet Things J., 2021)

E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI. - Lei Yang 024; Yanyan Lu; Jiannong Cao 001; Jiaming Huang; Mingjin Zhang (IEEE Internet Things J., 2021)

Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services. - Lei Yang 024; Xi Yu; Jiannong Cao 001; Xuxun Liu 001; Pan Zhou 001 (ACM Trans. Knowl. Discov. Data, 2021)

Multi-Hop Multi-Task Partial Computation Offloading in Collaborative Edge Computing. - Yuvraj Sahni; Jiannong Cao 001; Lei Yang 024; Yusheng Ji (IEEE Trans. Parallel Distributed Syst., 2021)

Network Aware Mobile Edge Computation Partitioning in Multi-User Environments. - Lei Yang 024; Jiannong Cao 001; Zhenyu Wang 001; Weigang Wu (IEEE Trans. Serv. Comput., 2021)

Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Clouds. - Lei Yang 024; Bo Liu 049; Jiannong Cao 001; Yuvraj Sahni; Zhenyu Wang 001 (IEEE Trans. Serv. Comput., 2021)

ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing. - Mingjin Zhang; Jiannong Cao 001; Lei Yang 024; Liang Zhang 027; Yuvraj Sahni; Shan Jiang 005 (SEC, 2022)

The 4th International Workshop on Network Meets Intelligent Computations (NMIC 2022): Preface. - Lei Yang 024; Wei Cai 002 (MSN, 2022)

Distributed resource scheduling in edge computing: Problems, solutions, and opportunities. - Yuvraj Sahni; Jiannong Cao 001; Lei Yang 024; Shengwei Wang (Comput. Networks, 2022)

Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach. - Yichen Liu 007; Pan Zhou 001; Lei Yang 024; Yulei Wu; Zichuan Xu; Kai Liu 001; Xiumin Wang (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

EdgeTB: A Hybrid Testbed for Distributed Machine Learning at the Edge With High Fidelity. - Lei Yang 024; Fulin Wen; Jiannong Cao 001; Zhenyu Wang 001 (IEEE Trans. Parallel Distributed Syst., 2022)

Partitioning Stateful Data Stream Applications in Dynamic Edge Cloud Environments. - Shaoshuai Ding; Lei Yang 024; Jiannong Cao 001; Wei Cai 002; Mingkui Tan; Zhenyu Wang 001 (IEEE Trans. Serv. Comput., 2022)

A Novel Demand Dispatching Model for Autonomous On-Demand Services. - Lei Yang 024; Xi Yu; Jiannong Cao 001; Wengen Li; Yuqi Wang; Michal Szczecinski (IEEE Trans. Serv. Comput., 2022)

Online Double Auction for Wireless Spectrum Allocation With General Conflict Graph. - Yilun Cui; Lei Yang 024; Ruidong Li 001; Xiaohua Xu 002 (IEEE Trans. Veh. Technol., 2022)

An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning. - Yimin Shi 001; Haihan Duan; Lei Yang 024; Wei Cai 002 (ACM Trans. Sens. Networks, 2022)

FedCME: Client Matching and Classifier Exchanging to Handle Data Heterogeneity in Federated Learning. - Jun Nie; Danyang Xiao; Lei Yang 024; Weigang Wu (MSN, 2023)

Blockchain-based Collaborative Edge Intelligence for Trustworthy and Real-Time Video Surveillance. - Mingjin Zhang; Jiannong Cao 001; Yuvraj Sahni; Qianyi Chen; Shan Jiang 005; Lei Yang 024 (IEEE Trans. Ind. Informatics, 2023)

Improving Accuracy and Convergence in Group-Based Federated Learning on Non-IID Data. - Ziqi He; Lei Yang 024; Wanyu Lin; Weigang Wu (IEEE Trans. Netw. Sci. Eng., 2023)

Non-Rejection Aware Online Task Assignment in Spatial Crowdsourcing. - Jiajun Yao; Lei Yang 024; Zhenyu Wang 001; Xiaohua Xu 002 (IEEE Trans. Serv. Comput., 2023)

Online Dependent Task Assignment in Preference Aware Spatial Crowdsourcing. - Jiajun Yao; Lei Yang 024; Xiaohua Xu 002 (IEEE Trans. Serv. Comput., 2023)

Personalized Federated Learning on Non-IID Data via Group-based Meta-learning. - Lei Yang 024; Jiaming Huang; Wanyu Lin; Jiannong Cao 001 (ACM Trans. Knowl. Discov. Data, 2023)

Optimizing Aggregation Frequency for Hierarchical Model Training in Heterogeneous Edge Computing. - Lei Yang 024; Yingqi Gan; Jiannong Cao 001; Zhenyu Wang 001 (IEEE Trans. Mob. Comput., 2023)

Reliable Dynamic Service Chain Scheduling in 5G Networks. - Lei Yang 024; Junzhong Jia; Hongcai Lin; Jiannong Cao 001 (IEEE Trans. Mob. Comput., 2023)

RoleML: a Role-Oriented Programming Model for Customizable Distributed Machine Learning on Edges. - Yuesheng Tan; Lei Yang 024; Wenhao Li; Yuda Wu (Middleware, 2024)

Multi-Source Coflow Scheduling in Collaborative Edge Computing with Multihop Network. - Yuvraj Sahni; Jiannong Cao 001; Lei Yang 024; Shengwei Wang (CoRR, 2024)

E2CFD: Towards Effective and Efficient Cost Function Design for Safe Reinforcement Learning via Large Language Model. - Zepeng Wang; Chao Ma 008; Linjiang Zhou; Libing Wu; Lei Yang 024; Xiaochuan Shi; Guojun Peng (CoRR, 2024)

Distributed Semi-Supervised Learning With Consensus Consistency on Edge Devices. - Hao-Rui Chen; Lei Yang 024; Xinglin Zhang; Jiaxing Shen; Jiannong Cao 001 (IEEE Trans. Parallel Distributed Syst., 2024)

Personalized Federated Learning with Layer-Wise Feature Transformation via Meta-Learning. - Jingke Tu; Jiaming Huang; Lei Yang 024; Wanyu Lin (ACM Trans. Knowl. Discov. Data, 2024)

Decentralized Task Offloading in Edge Computing: An Offline-to-Online Reinforcement Learning Approach. - Hongcai Lin; Lei Yang 024; Hao Guo; Jiannong Cao 001 (IEEE Trans. Computers, 2024)

AutoSF: Adaptive Distributed Model Training in Dynamic Edge Computing. - Lei Yang 024; Yingqi Gan; Jinru Chen; Jiannong Cao 001 (IEEE Trans. Mob. Comput., 2024)

Joint Optimization of Pricing, Dispatching and Repositioning in Ride-Hailing With Multiple Models Interplayed Reinforcement Learning. - Zhongyun Zhang; Lei Yang 024; Jiajun Yao; Chao Ma 008; Jianguo Wang 001 (IEEE Trans. Knowl. Data Eng., 2024)

Federated Class-Incremental Learning With Dynamic Feature Extractor Fusion. - Yanyan Lu; Lei Yang 024; Hao-Rui Chen; Jiannong Cao 001; Wanyu Lin; Saiqin Long (IEEE Trans. Mob. Comput., 2024)

Reliable Routing and Scheduling in Time Sensitive Networks Based on Reinforcement Learning. - Hao Cheng; Lei Yang 024; Qingfeng Zhang; Weiping Zhu 004 (IEEE Trans. Netw. Sci. Eng., 2025)

Mobility-Aware Dependent Task Offloading in Edge Computing: A Digital Twin-Assisted Reinforcement Learning Approach. - Xiangchun Chen; Jiannong Cao 001; Yuvraj Sahni; Mingjin Zhang; Zhixuan Liang; Lei Yang 024 (IEEE Trans. Mob. Comput., 2025)

Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions. - Jingke Tu; Lei Yang 024; Jiannong Cao 001 (ACM Comput. Surv., 2025)

Debiasing Graph Representation Learning Based on Information Bottleneck. - Ziyi Zhang; Mingxuan Ouyang; Wanyu Lin; Hao Lan; Lei Yang 024 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Efficient Cache Retrieving Scheme in VANET via Online Reinforcement Learning. - Zhenhao Tan; Bin Chen; Ruidong Li 001; Lei Yang 024; Xiaohua Xu 002 (IEEE Trans. Veh. Technol., 2025)

Hybrid Redundancy for Reliable Task Offloading in Collaborative Edge Computing. - Hao Guo; Lei Yang 024; Qingfeng Zhang; Jiannong Cao 001 (IEEE Trans. Computers, 2025)