Analyzing and enhancing direct NDP designs using a control-theoretic approach. - Lei Yang 001; Jennie Si; Konstantinos S. Tsakalis; Armando A. Rodriguez (ISIC, 2003)

Understand direct NDP with linear quadratic regulation. - Lei Yang 001; Jennie Si; Konstantinos S. Tsakalis (ISIC, 2004)

An analysis of gradient-based policy iteration. - James Dankert; Lei Yang 001; Jennie Si (IJCNN, 2005)

Performance Analysis of Direct Heuristic Dynamic Programming using Control-Theoretic Measures. - Lei Yang 001; Jennie Si; Konstantinos S. Tsakalis; Armando A. Rodriguez (IJCNN, 2007)

A performance gradient perspective on gradient-based policy iteration and a modified value iteration. - Lei Yang 001; James Dankert; Jennie Si (Int. J. Intell. Comput. Cybern., 2008)

Performance Evaluation of Direct Heuristic Dynamic Programming using Control-Theoretic Measures. - Lei Yang 001; Jennie Si; Konstantinos S. Tsakalis; Armando A. Rodriguez (J. Intell. Robotic Syst., 2009)

Direct Heuristic Dynamic Programming for Nonlinear Tracking Control With Filtered Tracking Error. - Lei Yang 001; Jennie Si; Konstantinos S. Tsakalis; Armando A. Rodriguez (IEEE Trans. Syst. Man Cybern. Part B, 2009)

Real-Time Scheduling over Markovian Channels: When Partial Observability Meets Hard Deadlines. - Lei Yang 001; Sugumar Murugesan; Junshan Zhang (GLOBECOM, 2011)

Distributed Power Control for Ad-Hoc Communications via Stochastic Nonconvex Utility Optimization. - Lei Yang 001; Yalin Evren Sagduyu; Junshan Zhang; Jason Hongjun Li (ICC, 2011)

Pricing-based spectrum access control in cognitive radio networks with random access. - Lei Yang 001; Hongseok Kim; Junshan Zhang; Mung Chiang; Chee-Wei Tan 001 (INFOCOM, 2011)

Distributed Stochastic Power Control in Ad-hoc Networks: A Nonconvex Case - Lei Yang 001; Yalin Evren Sagduyu; Junshan Zhang; Jason Hongjun Li (CoRR, 2011)

Diffusion of real-time information in social-physical networks. - Dajun Qian; Osman Yagan; Lei Yang 001; Junshan Zhang (GLOBECOM, 2012)

Risk-aware day-ahead scheduling and real-time dispatch for plug-in electric vehicles. - Lei Yang 001; Junshan Zhang; Dajun Qian (GLOBECOM, 2012)

Adaptive network coding for scheduling real-time traffic with hard deadlines. - Lei Yang 001; Yalin Evren Sagduyu; Jason Hongjun Li (MobiHoc, 2012)

Adaptive Network Coding for Scheduling Real-time Traffic with Hard Deadlines - Lei Yang 001; Yalin Evren Sagduyu; Jason Hongjun Li; Junshan Zhang (CoRR, 2012)

Distributed stochastic power control in ad hoc networks: a nonconvex optimization case. - Lei Yang 001; Yalin Evren Sagduyu; Junshan Zhang; Jason Hongjun Li (EURASIP J. Wirel. Commun. Netw., 2012)

Low-complexity secure protocols to defend cyber-physical systems against network isolation attacks. - Dong-Hoon Shin; Jinkyu Koo; Lei Yang 001; Xiaojun Lin 001; Saurabh Bagchi; Junshan Zhang (CNS, 2013)

Spatio-temporal analysis for smart grids with wind generation integration. - Miao He 002; Lei Yang 001; Junshan Zhang; Vijay Vittal (ICNC, 2013)

Pricing-Based Decentralized Spectrum Access Control in Cognitive Radio Networks. - Lei Yang 001; Hongseok Kim; Junshan Zhang; Mung Chiang; Chee Wei Tan 001 (IEEE/ACM Trans. Netw., 2013)

Stochastic optimization based economic dispatch and interruptible load management with distributional forecast of wind farm generation. - Lei Yang 001; Miao He 002; Vijay Vittal; Junshan Zhang (CDC, 2014)

A social group utility maximization framework with applications in database assisted spectrum access. - Xu Chen 004; Xiaowen Gong; Lei Yang 001; Junshan Zhang (INFOCOM, 2014)

Optimal privacy-preserving energy management for smart meters. - Lei Yang 001; Xu Chen 004; Junshan Zhang; H. Vincent Poor (INFOCOM, 2014)

Risk-aware energy procurement with renewable energy and storage. - Subhash Lakshminarayana; Lei Yang 001; H. Vincent Poor; Tony Q. S. Quek; Junshun Zhang (SmartGridComm, 2014)

Risk-Aware Day-Ahead Scheduling and Real-time Dispatch for Electric Vehicle Charging. - Lei Yang 001; Junshan Zhang; H. Vincent Poor (IEEE Trans. Smart Grid, 2014)

Diversity-Multiplexing Tradeoff for Opportunistic Access Systems. - Chuan Huang 001; Youxi Tang; Lei Yang 001 (IEEE Wirel. Commun. Lett., 2014)

Social Group Utility Maximization - Xiaowen Gong; Xu Chen 004; Lei Yang 001; Junshan Zhang (Springer, 2014)

Privacy-Preserving Database Assisted Spectrum Access: A Socially-Aware Distributed Learning Approach. - Mengyuan Zhang 003; Lei Yang 001; Dong-Hoon Shin; Xiaowen Gong; Junshan Zhang (GLOBECOM, 2015)

Deadline-Aware Scheduling With Adaptive Network Coding for Real-Time Traffic. - Lei Yang 001; Yalin Evren Sagduyu; Junshan Zhang; Jason H. Li (IEEE/ACM Trans. Netw., 2015)

Cost-Effective and Privacy-Preserving Energy Management for Smart Meters. - Lei Yang 001; Xu Chen 004; Junshan Zhang; H. Vincent Poor (IEEE Trans. Smart Grid, 2015)

Impact of network effect and congestion effect on price competition among wireless service providers. - Mengyuan Zhang 003; Lei Yang 001; Xiaowen Gong; Junshan Zhang (CISS, 2016)

Privacy-Preserving Crowdsensing: Privacy Valuation, Network Effect, and Profit Maximization. - Mengyuan Zhang 003; Lei Yang 001; Xiaowen Gong; Junshan Zhang (GLOBECOM, 2016)

Exploiting Social Tie Structure for Cooperative Wireless Networking: A Social Group Utility Maximization Framework. - Xu Chen 004; Xiaowen Gong; Lei Yang 001; Junshan Zhang (IEEE/ACM Trans. Netw., 2016)

Stochastic Optimization-Based Economic Dispatch and Interruptible Load Management With Increased Wind Penetration. - Lei Yang 001; Miao He 002; Vijay Vittal; Junshan Zhang (IEEE Trans. Smart Grid, 2016)

IEEE Access Special Section Editorial: Recent Advances in Socially-Aware Mobile Networking. - Mugen Peng; Lei Yang 001; Junshan Zhang; Tao Chen 011; Ulrico Celentano; Juha Röning; Natalia Y. Ermolova; Olav Tirkkonen (IEEE Access, 2017)

Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access. - Xu Chen 004; Xiaowen Gong; Lei Yang 001; Junshan Zhang (IEEE/ACM Trans. Netw., 2017)

Beat-PIN: A User Authentication Mechanism for Wearable Devices Through Secret Beats. - Ben Hutchins; Anudeep Reddy; Wenqiang Jin; Michael Zhou; Ming Li 006; Lei Yang 001 (AsiaCCS, 2018)

DPDA: A Differentially Private Double Auction Scheme for Mobile Crowd Sensing. - Wenqiang Jin; Ming Li 006; Linke Guo; Lei Yang 001 (CNS, 2018)

Reinforcement Learning Based Pricing for Demand Response. - Amir Ghasemkhani; Lei Yang 001 (ICC Workshops, 2018)

Crowd-Empowered Privacy-Preserving Data Aggregation for Mobile Crowdsensing. - Lei Yang 001; Mengyuan Zhang 003; Shibo He; Ming Li 006; Junshan Zhang (MobiHoc, 2018)

ThriftyEdge: Resource-Efficient Edge Computing for Intelligent IoT Applications. - Xu Chen 004; Qian Shi 001; Lei Yang 001; Jie Xu (IEEE Netw., 2018)

Wireless Service Pricing Competition Under Network Effect, Congestion Effect, and Bounded Rationality. - Mengyuan Zhang 003; Lei Yang 001; Xiaowen Gong; Shibo He; Junshan Zhang (IEEE Trans. Veh. Technol., 2018)

Sample Selected Extreme Learning Machine Based Intrusion Detection in Fog Computing and MEC. - Xingshuo An; Xianwei Zhou; Xing Lü; Fuhong Lin; Lei Yang 001 (Wirel. Commun. Mob. Comput., 2018)

Swift machine learning model serving scheduling: a region based reinforcement learning approach. - Heyang Qin; Syed Zawad; Yanqi Zhou; Lei Yang 001; Dongfang Zhao 001; Feng Yan 001 (SC, 2019)

Distributed Real-Time Data Aggregation Scheduling in Duty-Cycled Multi-hop Sensor Networks. - Xiaohua Xu 002; Yi Zhao 004; Dongfang Zhao 001; Lei Yang 001; Spiridon Bakiras (WASA, 2019)

Node State Monitoring Scheme in Fog Radio Access Networks for Intrusion Detection. - Xingshuo An; Xing Lü; Lei Yang 001; Xianwei Zhou; Fuhong Lin (IEEE Access, 2019)

Adaptive Intelligent Secondary Control of Microgrids Using a Biologically-Inspired Reinforcement Learning. - Mohammad Jafari 001; Vahid Sarfi; Amir Ghasemkhani; Hanif Livani; Lei Yang 001; Hao Xu 002 (CoRR, 2019)

Biologically inspired adaptive intelligent secondary control for MGs under cyber imperfections. - Mohammad Jafari 001; Amir Ghasemkhani; Vahid Sarfi; Hanif Livani; Lei Yang 001; Hao Xu 002 (IET Cyper-Phys. Syst.: Theory & Appl., 2019)

Dynamic Pricing for Privacy-Preserving Mobile Crowdsensing: A Reinforcement Learning Approach. - Mengyuan Zhang 003; Jiming Chen 001; Lei Yang 001; Junshan Zhang (IEEE Netw., 2019)

Learning-Based Demand Response for Privacy-Preserving Users. - Amir Ghasemkhani; Lei Yang 001; Junshan Zhang (IEEE Trans. Ind. Informatics, 2019)

Recent Advances in Cloud-Aware Mobile Fog Computing. - Fuhong Lin; Lei Yang 001; Ke Xiong 001; Xiaowen Gong (Wirel. Commun. Mob. Comput., 2019)

DeepGrid: Robust Deep Reinforcement Learning-based Contingency Management. - Amir Ghasemkhani; Atena Darvishi; Iman Niazazari; Azita Darvishi; Hanif Livani; Lei Yang 001 (ISGT, 2020)

Seasonal Self-evolving Neural Networks Based Short-term Wind Farm Generation Forecast. - Yunchuan Liu; Amir Ghasemkhani; Lei Yang 001; Jun Zhao 007; Junshan Zhang; Vijay Vittal (SmartGridComm, 2020)

Deep Neural Network based Wide-Area Event Classification in Power Systems. - Iman Niazazari; Amir Ghasemkhani; Yunchuan Liu; Shuchismita Biswas; Hanif Livani; Lei Yang 001; Virgilio Centeno (CoRR, 2020)

Event Cause Analysis in Distribution Networks using Synchro Waveform Measurements. - Iman Niazazari; Hanif Livani; Amir Ghasemkhani; Yunchuan Liu; Lei Yang 001 (CoRR, 2020)

Special Issue on Artificial-Intelligence-Powered Edge Computing for Internet of Things. - Lei Yang 001; Xu Chen 004; Samir M. Perlaza; Junshan Zhang (IEEE Internet Things J., 2020)

Reinforcement-Learning-Empowered MLaaS Scheduling for Serving Intelligent Internet of Things. - Heyang Qin; Syed Zawad; Yanqi Zhou; Sanjay Padhi; Lei Yang 001; Feng Yan 001 (IEEE Internet Things J., 2020)

Privacy-Preserving Database Assisted Spectrum Access for Industrial Internet of Things: A Distributed Learning Approach. - Mengyuan Zhang 003; Jiming Chen 001; Shibo He; Lei Yang 001; Xiaowen Gong; Junshan Zhang (IEEE Trans. Ind. Electron., 2020)

Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading. - Shuai Yu 001; Xu Chen 004; Lei Yang 001; Di Wu 001; Mehdi Bennis; Junshan Zhang (IEEE Wirel. Commun., 2020)

The Age of Correlated Features in Supervised Learning based Forecasting. - Md Kamran Chowdhury Shisher; Heyang Qin; Lei Yang 001; Feng Yan 001; Yin Sun (INFOCOM Workshops, 2021)

Low-rank Tensor Completion for PMU Data Recovery. - Amir Ghasemkhani; Yunchuan Liu; Lei Yang 001 (ISGT, 2021)

PMU-data-driven Event Classification in Power Transmission Grids. - Iman Niazazari; Yunchuan Liu; Amir Ghasenikhani; Shuchismita Biswas; Hanif Livani; Lei Yang 001; Virgilio A. Centeno (ISGT, 2021)

SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement. - Heyang Qin; Samyam Rajbhandari; Olatunji Ruwase; Feng Yan 001; Lei Yang 001; Yuxiong He (NeurIPS, 2021)

Price and capacity decisions in a telemedicine service system under government subsidy policy. - Xiaoli Wang; Zhiyong Zhang; Lei Yang 001; Jun Zhao 007 (Int. J. Prod. Res., 2021)

Blockchain for Future Smart Grid: A Comprehensive Survey. - Muhammad Baqer Mollah; Jun Zhao 007; Dusit Niyato; Kwok-Yan Lam; Xin Zhang 034; Amer M. Y. M. Ghias; Leong Hai Koh; Lei Yang 001 (IEEE Internet Things J., 2021)

CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices. - Liekang Zeng; Xu Chen 004; Zhi Zhou 006; Lei Yang 001; Junshan Zhang (IEEE/ACM Trans. Netw., 2021)

Privacy-Preserving Data Aggregation for Mobile Crowdsensing With Externality: An Auction Approach. - Mengyuan Zhang 003; Lei Yang 001; Shibo He; Ming Li 006; Junshan Zhang (IEEE/ACM Trans. Netw., 2021)

A Regularized Tensor Completion Approach for PMU Data Recovery. - Amir Ghasemkhani; Iman Niazazari; Yunchuan Liu; Hanif Livani; Virgilio A. Centeno; Lei Yang 001 (IEEE Trans. Smart Grid, 2021)

Topological Modeling and Parallelization of Multidimensional Data on Microelectrode Arrays. - Olamide Timothy Tawose; Bin Li; Lei Yang 001; Feng Yan 001; Dongfang Zhao 001 (IPDPS, 2022)

Affective Computing Model With Impulse Control in Internet of Things Based on Affective Robotics. - Hongwen Hui; Fuhong Lin; Lei Yang 001; Chao Gong 002; Haitao Xu 001; Zhu Han 001; Peng Shi 001 (IEEE Internet Things J., 2022)

Nemo: An Open-Source Transformer-Supercharged Benchmark for Fine-Grained Wildfire Smoke Detection. - Amirhessam Yazdi; Heyang Qin; Connor B. Jordan; Lei Yang 001; Feng Yan 001 (Remote. Sens., 2022)

ULPT: A User-Centric Location Privacy Trading Framework for Mobile Crowd Sensing. - Wenqiang Jin; Mingyan Xiao; Linke Guo; Lei Yang 001; Ming Li 006 (IEEE Trans. Mob. Comput., 2022)

TopoCommit: A Topological Commit Protocol for Cross-Ledger Transactions in Scientific Computing. - Olamide Timothy Tawose; Lei Yang 001; Dongfang Zhao 001 (CLUSTER, 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 001; Lei Yang 001; Yuxiong He (CoRR, 2023)

Speed Up Federated Learning in Heterogeneous Environment: A Dynamic Tiering Approach. - Seyed Mahmoud Sajjadi Mohammadabadi; Syed Zawad; Feng Yan 001; Lei Yang 001 (CoRR, 2023)

Drifting Streaming Peaks-Over-Threshold-Enhanced Self-Evolving Neural Networks for Short-Term Wind Farm Generation Forecast. - Yunchuan Liu; Amir Ghasemkhani; Lei Yang 001 (Future Internet, 2023)

Robust Event Classification Using Imperfect Real-World PMU Data. - Yunchuan Liu; Lei Yang 001; Amir Ghasemkhani; Hanif Livani; Virgilio A. Centeno; Pin-Yu Chen; Junshan Zhang (IEEE Internet Things J., 2023)

Toward Efficient Homomorphic Encryption for Outsourced Databases through Parallel Caching. - Olamide Timothy Tawose; Jun Dai; Lei Yang 001; Dongfang Zhao 001 (Proc. ACM Manag. Data, 2023)

Collusion-Resistant Worker Recruitment in Crowdsourcing Systems. - Mingyan Xiao; Wenqiang Jin; Ming Li 006; Lei Yang 001; Arun Thapa; Pan Li 001 (IEEE Trans. Mob. Comput., 2023)

AI Service Placement for Multi-Access Edge Intelligence Systems in 6G. - Jiaxin Li; Fuhong Lin; Lei Yang 001; Daochao Huang (IEEE Trans. Netw. Sci. Eng., 2023)

Many-to-many matching based task allocation for dispersed computing. - Hongwen Hui; Fuhong Lin; Lei Meng 003; Lei Yang 001; Xianwei Zhou (Computing, 2023)

AoI-Delay Tradeoff in Mobile Edge Caching: A Mixed-Order Drift-Plus-Penalty Method. - Ran Li; Chuan Huang 001; Xiaoqi Qin; Lei Yang 001 (ICC, 2024)

Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning. - Seyed Mahmoud Sajjadi Mohammadabadi; Lei Yang 001; Feng Yan 001; Junshan Zhang (ICDCS, 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 001; Lei Yang 001; Yuxiong He (ICLR, 2024)

Privacy-Preserving Artificial Intelligence on Edge Devices: A Homomorphic Encryption Approach. - Muhammad Jahanzeb Khan; Bo Fang; Gaetano Cimino; Stefano Cirillo; Lei Yang 001; Dongfang Zhao 001 (ICWS, 2024)

Feature Collusion Attack on PMU Data-driven Event Classification. - Amir Ghasemkhani; Rutuja Sanjeev Haridas; Seyed Mahmoud Sajjadi Mohammadabadi; Lei Yang 001 (ISGT, 2024)

MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes. - Xiaolong Ma; Feng Yan 001; Lei Yang 001; Ian T. Foster; Michael E. Papka; Zhengchun Liu; Rajkumar Kettimuthu (ICPE, 2024)

MalleTrain: Deep Neural Network Training on Unfillable Supercomputer Nodes. - Xiaolong Ma; Feng Yan 001; Lei Yang 001; Ian T. Foster; Michael E. Papka; Zhengchun Liu; Rajkumar Kettimuthu (CoRR, 2024)

A survey on self-supervised learning: Recent advances and open problems. - Jianping Zhang; Lei Yang 001; Seyed Mahmoud Sajjadi Mohammadabadi; Feng Yan 001 (Neurocomputing, 2025)

Enabling scalable and adaptive machine learning training via serverless computing on public cloud. - Ahsan Ali; Xiaolong Ma; Syed Zawad; Paarijaat Aditya; Istemi Ekin Akkus; Ruichuan Chen; Lei Yang 001; Feng Yan 001 (Perform. Evaluation, 2025)

FedCust: Offloading hyperparameter customization for federated learning. - Syed Zawad; Xiaolong Ma; Jun Yi; Cheng Li 001; Minjia Zhang; Lei Yang 001; Feng Yan 001; Yuxiong He (Perform. Evaluation, 2025)

Speed Up Federated Learning in Heterogeneous Environments: A Dynamic Tiering Approach. - Seyed Mahmoud Sajjadi Mohammadabadi; Syed Zawad; Feng Yan 001; Lei Yang 001 (IEEE Internet Things J., 2025)

AoI-Delay Tradeoff in Mobile Edge Caching: A Lyapunov Optimization-Based Method. - Ran Li; Chuan Huang 001; Xiaoqi Qin; Zhanhong Fu; Lei Yang 001; Dong Yang 001 (IEEE Internet Things J., 2025)