Lei Yang

According to our database, Lei Yang authored at least 86 papers between 2003 and 2024.

Collaborative distances:

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

2024

MalleTrain: Deep Neural Network Training on Unfillable Supercomputer Nodes.

Xiaolong Ma, Feng Yan, Lei Yang, Ian T. Foster, Michael E. Papka, Zhengchun Liu, Rajkumar Kettimuthu

CoRR, 2024

MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes.

Xiaolong Ma, Feng Yan, Lei Yang, Ian T. Foster, Michael E. Papka, Zhengchun Liu, Rajkumar Kettimuthu

Proceedings of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

Feature Collusion Attack on PMU Data-driven Event Classification.

Amir Ghasemkhani, Rutuja Sanjeev Haridas, Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2024

Privacy-Preserving Artificial Intelligence on Edge Devices: A Homomorphic Encryption Approach.

Muhammad Jahanzeb Khan, Bo Fang, Gaetano Cimino, Stefano Cirillo, Lei Yang, Dongfang Zhao

Proceedings of the IEEE International Conference on Web Services, 2024

ZeRO++: Extremely Efficient Collective Communication for Large Model Training.

Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Xiaoxia Wu, Connor Holmes, Zhewei Yao, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning.

Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang, Feng Yan, Junshan Zhang

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

AoI-Delay Tradeoff in Mobile Edge Caching: A Mixed-Order Drift-Plus-Penalty Method.

Ran Li, Chuan Huang, Xiaoqi Qin, Lei Yang

Proceedings of the IEEE International Conference on Communications, 2024

2023

Many-to-many matching based task allocation for dispersed computing.

Hongwen Hui, Fuhong Lin, Lei Meng, Lei Yang, Xianwei Zhou

Computing, July, 2023

AI Service Placement for Multi-Access Edge Intelligence Systems in 6G.

Jiaxin Li, Fuhong Lin, Lei Yang, Daochao Huang

IEEE Trans. Netw. Sci. Eng., 2023

Collusion-Resistant Worker Recruitment in Crowdsourcing Systems.

Mingyan Xiao, Wenqiang Jin, Ming Li, Lei Yang, Arun Thapa, Pan Li

IEEE Trans. Mob. Comput., 2023

Toward Efficient Homomorphic Encryption for Outsourced Databases through Parallel Caching.

Olamide Timothy Tawose, Jun Dai, Lei Yang, Dongfang Zhao

Proc. ACM Manag. Data, 2023

Robust Event Classification Using Imperfect Real-World PMU Data.

Yunchuan Liu, Lei Yang, Amir Ghasemkhani, Hanif Livani, Virgilio A. Centeno, Pin-Yu Chen, Junshan Zhang

IEEE Internet Things J., 2023

Drifting Streaming Peaks-Over-Threshold-Enhanced Self-Evolving Neural Networks for Short-Term Wind Farm Generation Forecast.

Yunchuan Liu, Amir Ghasemkhani, Lei Yang

Future Internet, 2023

Speed Up Federated Learning in Heterogeneous Environment: A Dynamic Tiering Approach.

Seyed Mahmoud Sajjadi Mohammadabadi, Syed Zawad, Feng Yan, Lei Yang

CoRR, 2023

ZeRO++: Extremely Efficient Collective Communication for Giant Model Training.

Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Connor Holmes, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He

CoRR, 2023

TopoCommit: A Topological Commit Protocol for Cross-Ledger Transactions in Scientific Computing.

Olamide Timothy Tawose, Lei Yang, Dongfang Zhao

Proceedings of the IEEE International Conference on Cluster Computing, 2023

2022

ULPT: A User-Centric Location Privacy Trading Framework for Mobile Crowd Sensing.

Wenqiang Jin, Mingyan Xiao, Linke Guo, Lei Yang, Ming Li

IEEE Trans. Mob. Comput., 2022

Nemo: An Open-Source Transformer-Supercharged Benchmark for Fine-Grained Wildfire Smoke Detection.

Amirhessam Yazdi, Heyang Qin, Connor B. Jordan, Lei Yang, Feng Yan

Remote. Sens., 2022

Affective Computing Model With Impulse Control in Internet of Things Based on Affective Robotics.

Hongwen Hui, Fuhong Lin, Lei Yang, Chao Gong, Haitao Xu, Zhu Han, Peng Shi

IEEE Internet Things J., 2022

Topological Modeling and Parallelization of Multidimensional Data on Microelectrode Arrays.

Olamide Timothy Tawose, Bin Li, Lei Yang, Feng Yan, Dongfang Zhao

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

2021

A Regularized Tensor Completion Approach for PMU Data Recovery.

Amir Ghasemkhani, Iman Niazazari, Yunchuan Liu, Hanif Livani, Virgilio A. Centeno, Lei Yang

IEEE Trans. Smart Grid, 2021

Privacy-Preserving Data Aggregation for Mobile Crowdsensing With Externality: An Auction Approach.

Mengyuan Zhang, Lei Yang, Shibo He, Ming Li, Junshan Zhang

IEEE/ACM Trans. Netw., 2021

CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices.

Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang

IEEE/ACM Trans. Netw., 2021

Blockchain for Future Smart Grid: A Comprehensive Survey.

Muhammad Baqer Mollah, Jun Zhao, Dusit Niyato, Kwok-Yan Lam, Xin Zhang, Amer M. Y. M. Ghias, Leong Hai Koh, Lei Yang

IEEE Internet Things J., 2021

Price and capacity decisions in a telemedicine service system under government subsidy policy.

Xiaoli Wang, Zhiyong Zhang, Lei Yang, Jun Zhao

Int. J. Prod. Res., 2021

SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement.

Heyang Qin, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

PMU-data-driven Event Classification in Power Transmission Grids.

Iman Niazazari, Yunchuan Liu, Amir Ghasenikhani, Shuchismita Biswas, Hanif Livani, Lei Yang, Virgilio A. Centeno

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2021

Low-rank Tensor Completion for PMU Data Recovery.

Amir Ghasemkhani, Yunchuan Liu, Lei Yang

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2021

The Age of Correlated Features in Supervised Learning based Forecasting.

Md Kamran Chowdhury Shisher, Heyang Qin, Lei Yang, Feng Yan, Yin Sun

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

2020

Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading.

Shuai Yu, Xu Chen, Lei Yang, Di Wu, Mehdi Bennis, Junshan Zhang

IEEE Wirel. Commun., 2020

Privacy-Preserving Database Assisted Spectrum Access for Industrial Internet of Things: A Distributed Learning Approach.

Mengyuan Zhang, Jiming Chen, Shibo He, Lei Yang, Xiaowen Gong, Junshan Zhang

IEEE Trans. Ind. Electron., 2020

Reinforcement-Learning-Empowered MLaaS Scheduling for Serving Intelligent Internet of Things.

Heyang Qin, Syed Zawad, Yanqi Zhou, Sanjay Padhi, Lei Yang, Feng Yan

IEEE Internet Things J., 2020

Special Issue on Artificial-Intelligence-Powered Edge Computing for Internet of Things.

Lei Yang, Xu Chen, Samir M. Perlaza, Junshan Zhang

IEEE Internet Things J., 2020

Event Cause Analysis in Distribution Networks using Synchro Waveform Measurements.

Iman Niazazari, Hanif Livani, Amir Ghasemkhani, Yunchuan Liu, Lei Yang

CoRR, 2020

Deep Neural Network based Wide-Area Event Classification in Power Systems.

Iman Niazazari, Amir Ghasemkhani, Yunchuan Liu, Shuchismita Biswas, Hanif Livani, Lei Yang, Virgilio Centeno

CoRR, 2020

Seasonal Self-evolving Neural Networks Based Short-term Wind Farm Generation Forecast.

Yunchuan Liu, Amir Ghasemkhani, Lei Yang, Jun Zhao, Junshan Zhang, Vijay Vittal

Proceedings of the 2020 IEEE International Conference on Communications, 2020

DeepGrid: Robust Deep Reinforcement Learning-based Contingency Management.

Amir Ghasemkhani, Atena Darvishi, Iman Niazazari, Azita Darvishi, Hanif Livani, Lei Yang

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

2019

Recent Advances in Cloud-Aware Mobile Fog Computing.

Fuhong Lin, Lei Yang, Ke Xiong, Xiaowen Gong

Wirel. Commun. Mob. Comput., 2019

Learning-Based Demand Response for Privacy-Preserving Users.

Amir Ghasemkhani, Lei Yang, Junshan Zhang

IEEE Trans. Ind. Informatics, 2019

Dynamic Pricing for Privacy-Preserving Mobile Crowdsensing: A Reinforcement Learning Approach.

Mengyuan Zhang, Jiming Chen, Lei Yang, Junshan Zhang

IEEE Netw., 2019

Biologically inspired adaptive intelligent secondary control for MGs under cyber imperfections.

Mohammad Jafari, Amir Ghasemkhani, Vahid Sarfi, Hanif Livani, Lei Yang, Hao Xu

IET Cyper-Phys. Syst.: Theory & Appl., 2019

Adaptive Intelligent Secondary Control of Microgrids Using a Biologically-Inspired Reinforcement Learning.

Mohammad Jafari, Vahid Sarfi, Amir Ghasemkhani, Hanif Livani, Lei Yang, Hao Xu

CoRR, 2019

Node State Monitoring Scheme in Fog Radio Access Networks for Intrusion Detection.

Xingshuo An, Xing Lü, Lei Yang, Xianwei Zhou, Fuhong Lin

IEEE Access, 2019

Distributed Real-Time Data Aggregation Scheduling in Duty-Cycled Multi-hop Sensor Networks.

Xiaohua Xu, Yi Zhao, Dongfang Zhao, Lei Yang, Spiridon Bakiras

Proceedings of the Wireless Algorithms, Systems, and Applications, 2019

Swift machine learning model serving scheduling: a region based reinforcement learning approach.

Heyang Qin, Syed Zawad, Yanqi Zhou, Lei Yang, Dongfang Zhao, Feng Yan

Proceedings of the International Conference for High Performance Computing, 2019

2018

Sample Selected Extreme Learning Machine Based Intrusion Detection in Fog Computing and MEC.

Xingshuo An, Xianwei Zhou, Xing Lü, Fuhong Lin, Lei Yang

Wirel. Commun. Mob. Comput., 2018

Wireless Service Pricing Competition Under Network Effect, Congestion Effect, and Bounded Rationality.

Mengyuan Zhang, Lei Yang, Xiaowen Gong, Shibo He, Junshan Zhang

IEEE Trans. Veh. Technol., 2018

ThriftyEdge: Resource-Efficient Edge Computing for Intelligent IoT Applications.

Xu Chen, Qian Shi, Lei Yang, Jie Xu

IEEE Netw., 2018

Crowd-Empowered Privacy-Preserving Data Aggregation for Mobile Crowdsensing.

Lei Yang, Mengyuan Zhang, Shibo He, Ming Li, Junshan Zhang

Proceedings of the Nineteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2018

Reinforcement Learning Based Pricing for Demand Response.

Amir Ghasemkhani, Lei Yang

Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

DPDA: A Differentially Private Double Auction Scheme for Mobile Crowd Sensing.

Wenqiang Jin, Ming Li, Linke Guo, Lei Yang

Proceedings of the 2018 IEEE Conference on Communications and Network Security, 2018

<i>Beat-PIN</i>: A User Authentication Mechanism for Wearable Devices Through Secret Beats.

Ben Hutchins, Anudeep Reddy, Wenqiang Jin, Michael Zhou, Ming Li, Lei Yang

Proceedings of the 2018 on Asia Conference on Computer and Communications Security, 2018

2017

Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access.

Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang

IEEE/ACM Trans. Netw., 2017

IEEE Access Special Section Editorial: Recent Advances in Socially-Aware Mobile Networking.

Mugen Peng, Lei Yang, Junshan Zhang, Tao Chen, Ulrico Celentano, Juha Röning, Natalia Y. Ermolova, Olav Tirkkonen

IEEE Access, 2017

2016

Stochastic Optimization-Based Economic Dispatch and Interruptible Load Management With Increased Wind Penetration.

Lei Yang, Miao He, Vijay Vittal, Junshan Zhang

IEEE Trans. Smart Grid, 2016

Exploiting Social Tie Structure for Cooperative Wireless Networking: A Social Group Utility Maximization Framework.

Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang

IEEE/ACM Trans. Netw., 2016

Privacy-Preserving Crowdsensing: Privacy Valuation, Network Effect, and Profit Maximization.

Mengyuan Zhang, Lei Yang, Xiaowen Gong, Junshan Zhang

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Impact of network effect and congestion effect on price competition among wireless service providers.

Mengyuan Zhang, Lei Yang, Xiaowen Gong, Junshan Zhang

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

2015

Cost-Effective and Privacy-Preserving Energy Management for Smart Meters.

Lei Yang, Xu Chen, Junshan Zhang, H. Vincent Poor

IEEE Trans. Smart Grid, 2015

Deadline-Aware Scheduling With Adaptive Network Coding for Real-Time Traffic.

Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason H. Li

IEEE/ACM Trans. Netw., 2015

Privacy-Preserving Database Assisted Spectrum Access: A Socially-Aware Distributed Learning Approach.

Mengyuan Zhang, Lei Yang, Dong-Hoon Shin, Xiaowen Gong, Junshan Zhang

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Social Group Utility Maximization

Xiaowen Gong, Xu Chen, Lei Yang, Junshan Zhang

Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-3-319-12322-6, 2014

Diversity-Multiplexing Tradeoff for Opportunistic Access Systems.

Chuan Huang, Youxi Tang, Lei Yang

IEEE Wirel. Commun. Lett., 2014

Risk-Aware Day-Ahead Scheduling and Real-time Dispatch for Electric Vehicle Charging.

Lei Yang, Junshan Zhang, H. Vincent Poor

IEEE Trans. Smart Grid, 2014

Risk-aware energy procurement with renewable energy and storage.

Subhash Lakshminarayana, Lei Yang, H. Vincent Poor, Tony Q. S. Quek, Junshun Zhang

Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Optimal privacy-preserving energy management for smart meters.

Lei Yang, Xu Chen, Junshan Zhang, H. Vincent Poor

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

A social group utility maximization framework with applications in database assisted spectrum access.

Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Stochastic optimization based economic dispatch and interruptible load management with distributional forecast of wind farm generation.

Lei Yang, Miao He, Vijay Vittal, Junshan Zhang

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

Pricing-Based Decentralized Spectrum Access Control in Cognitive Radio Networks.

Lei Yang, Hongseok Kim, Junshan Zhang, Mung Chiang, Chee Wei Tan

IEEE/ACM Trans. Netw., 2013

Spatio-temporal analysis for smart grids with wind generation integration.

Miao He, Lei Yang, Junshan Zhang, Vijay Vittal

Proceedings of the International Conference on Computing, Networking and Communications, 2013

Low-complexity secure protocols to defend cyber-physical systems against network isolation attacks.

Dong-Hoon Shin, Jinkyu Koo, Lei Yang, Xiaojun Lin, Saurabh Bagchi, Junshan Zhang

Proceedings of the IEEE Conference on Communications and Network Security, 2013

2012

Distributed stochastic power control in ad hoc networks: a nonconvex optimization case.

Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason Hongjun Li

EURASIP J. Wirel. Commun. Netw., 2012

Adaptive Network Coding for Scheduling Real-time Traffic with Hard Deadlines

Lei Yang, Yalin Evren Sagduyu, Jason Hongjun Li, Junshan Zhang

CoRR, 2012

Adaptive network coding for scheduling real-time traffic with hard deadlines.

Lei Yang, Yalin Evren Sagduyu, Jason Hongjun Li

Proceedings of the Thirteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2012

Risk-aware day-ahead scheduling and real-time dispatch for plug-in electric vehicles.

Lei Yang, Junshan Zhang, Dajun Qian

Proceedings of the 2012 IEEE Global Communications Conference, 2012

Diffusion of real-time information in social-physical networks.

Dajun Qian, Osman Yagan, Lei Yang, Junshan Zhang

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011

Distributed Stochastic Power Control in Ad-hoc Networks: A Nonconvex Case

Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason Hongjun Li

CoRR, 2011

Pricing-based spectrum access control in cognitive radio networks with random access.

Lei Yang, Hongseok Kim, Junshan Zhang, Mung Chiang, Chee-Wei Tan

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Distributed Power Control for Ad-Hoc Communications via Stochastic Nonconvex Utility Optimization.

Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason Hongjun Li

Proceedings of IEEE International Conference on Communications, 2011

Real-Time Scheduling over Markovian Channels: When Partial Observability Meets Hard Deadlines.

Lei Yang, Sugumar Murugesan, Junshan Zhang

Proceedings of the Global Communications Conference, 2011

2009

Direct Heuristic Dynamic Programming for Nonlinear Tracking Control With Filtered Tracking Error.

Lei Yang, Jennie Si, Konstantinos S. Tsakalis, Armando A. Rodriguez

IEEE Trans. Syst. Man Cybern. Part B, 2009

Performance Evaluation of Direct Heuristic Dynamic Programming using Control-Theoretic Measures.

Lei Yang, Jennie Si, Konstantinos S. Tsakalis, Armando A. Rodriguez

J. Intell. Robotic Syst., 2009

2008

A performance gradient perspective on gradient-based policy iteration and a modified value iteration.

Lei Yang, James Dankert, Jennie Si

Int. J. Intell. Comput. Cybern., 2008

2007

Performance Analysis of Direct Heuristic Dynamic Programming using Control-Theoretic Measures.

Lei Yang, Jennie Si, Konstantinos S. Tsakalis, Armando A. Rodriguez

Proceedings of the International Joint Conference on Neural Networks, 2007

2004

Understand direct NDP with linear quadratic regulation.

Lei Yang, Jennie Si, Konstantinos S. Tsakalis

Proceedings of the Intelligent Control, 2004

2003

Analyzing and enhancing direct NDP designs using a control-theoretic approach.

Lei Yang, Jennie Si, Konstantinos S. Tsakalis, Armando A. Rodriguez

Proceedings of the International Symposium on Intelligent Control, 2003