Lei Yang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 55

Top Topics

Utility Maximization

Top Venues

IEEE/ACM Trans. Netw.

IEEE Internet Things J.

IEEE Trans. Smart Grid

Publications

Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Xiaoxia Wu, Connor Holmes, Zhewei Yao, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He
ZeRO++: Extremely Efficient Collective Communication for Large Model Training. ICLR (2024)
Xiaolong Ma, Feng Yan, Lei Yang, Ian T. Foster, Michael E. Papka, Zhengchun Liu, Rajkumar Kettimuthu
MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes. ICPE (2024)
Xiaolong Ma, Feng Yan, Lei Yang, Ian T. Foster, Michael E. Papka, Zhengchun Liu, Rajkumar Kettimuthu
MalleTrain: Deep Neural Network Training on Unfillable Supercomputer Nodes. CoRR (2024)
Amir Ghasemkhani, Rutuja Sanjeev Haridas, Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang
Feature Collusion Attack on PMU Data-driven Event Classification. ISGT (2024)
Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Connor Holmes, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He
ZeRO++: Extremely Efficient Collective Communication for Giant Model Training. CoRR (2023)
Hongwen Hui, Fuhong Lin, Lei Meng, Lei Yang, Xianwei Zhou
Many-to-many matching based task allocation for dispersed computing. Computing 105 (7) (2023)
Seyed Mahmoud Sajjadi Mohammadabadi, Syed Zawad, Feng Yan, Lei Yang
Speed Up Federated Learning in Heterogeneous Environment: A Dynamic Tiering Approach. CoRR (2023)
Mingyan Xiao, Wenqiang Jin, Ming Li, Lei Yang, Arun Thapa, Pan Li
Collusion-Resistant Worker Recruitment in Crowdsourcing Systems. IEEE Trans. Mob. Comput. 22 (1) (2023)
Olamide Timothy Tawose, Lei Yang, Dongfang Zhao
TopoCommit: A Topological Commit Protocol for Cross-Ledger Transactions in Scientific Computing. CLUSTER (2023)
Jiaxin Li, Fuhong Lin, Lei Yang, Daochao Huang
AI Service Placement for Multi-Access Edge Intelligence Systems in 6G. IEEE Trans. Netw. Sci. Eng. 10 (3) (2023)
Yunchuan Liu, Lei Yang, Amir Ghasemkhani, Hanif Livani, Virgilio A. Centeno, Pin-Yu Chen, Junshan Zhang
Robust Event Classification Using Imperfect Real-World PMU Data. IEEE Internet Things J. 10 (9, May 1) (2023)
Yunchuan Liu, Amir Ghasemkhani, Lei Yang
Drifting Streaming Peaks-Over-Threshold-Enhanced Self-Evolving Neural Networks for Short-Term Wind Farm Generation Forecast. Future Internet 15 (1) (2023)
Hongwen Hui, Fuhong Lin, Lei Yang, Chao Gong, Haitao Xu, Zhu Han, Peng Shi
Affective Computing Model With Impulse Control in Internet of Things Based on Affective Robotics. IEEE Internet Things J. 9 (21) (2022)
Wenqiang Jin, Mingyan Xiao, Linke Guo, Lei Yang, Ming Li
ULPT: A User-Centric Location Privacy Trading Framework for Mobile Crowd Sensing. IEEE Trans. Mob. Comput. 21 (10) (2022)
Amirhessam Yazdi, Heyang Qin, Connor B. Jordan, Lei Yang, Feng Yan
Nemo: An Open-Source Transformer-Supercharged Benchmark for Fine-Grained Wildfire Smoke Detection. Remote. Sens. 14 (16) (2022)
Amir Ghasemkhani, Iman Niazazari, Yunchuan Liu, Hanif Livani, Virgilio A. Centeno, Lei Yang
A Regularized Tensor Completion Approach for PMU Data Recovery. IEEE Trans. Smart Grid 12 (2) (2021)
Md Kamran Chowdhury Shisher, Heyang Qin, Lei Yang, Feng Yan, Yin Sun
The Age of Correlated Features in Supervised Learning based Forecasting. CoRR (2021)
Mengyuan Zhang, Lei Yang, Shibo He, Ming Li, Junshan Zhang
Privacy-Preserving Data Aggregation for Mobile Crowdsensing With Externality: An Auction Approach. IEEE/ACM Trans. Netw. 29 (3) (2021)
Amir Ghasemkhani, Yunchuan Liu, Lei Yang
Low-rank Tensor Completion for PMU Data Recovery. ISGT (2021)
Md Kamran Chowdhury Shisher, Heyang Qin, Lei Yang, Feng Yan, Yin Sun
The Age of Correlated Features in Supervised Learning based Forecasting. INFOCOM Workshops (2021)
Muhammad Baqer Mollah, Jun Zhao, Dusit Niyato, Kwok-Yan Lam, Xin Zhang, Amer M. Y. M. Ghias, Leong Hai Koh, Lei Yang
Blockchain for Future Smart Grid: A Comprehensive Survey. IEEE Internet Things J. 8 (1) (2021)
Iman Niazazari, Yunchuan Liu, Amir Ghasenikhani, Shuchismita Biswas, Hanif Livani, Lei Yang, Virgilio A. Centeno
PMU-data-driven Event Classification in Power Transmission Grids. ISGT (2021)
Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang
CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices. IEEE/ACM Trans. Netw. 29 (2) (2021)
Heyang Qin, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He
SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement. NeurIPS (2021)
Iman Niazazari, Hanif Livani, Amir Ghasemkhani, Yunchuan Liu, Lei Yang
Event Cause Analysis in Distribution Networks using Synchro Waveform Measurements. CoRR (2020)
Heyang Qin, Syed Zawad, Yanqi Zhou, Sanjay Padhi, Lei Yang, Feng Yan
Reinforcement-Learning-Empowered MLaaS Scheduling for Serving Intelligent Internet of Things. IEEE Internet Things J. 7 (7) (2020)
Shuai Yu, Xu Chen, Lei Yang, Di Wu, Mehdi Bennis, Junshan Zhang
Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading. IEEE Wirel. Commun. 27 (1) (2020)
Iman Niazazari, Amir Ghasemkhani, Yunchuan Liu, Shuchismita Biswas, Hanif Livani, Lei Yang, Virgilio Centeno
Deep Neural Network based Wide-Area Event Classification in Power Systems. CoRR (2020)
Lei Yang, Xu Chen, Samir M. Perlaza, Junshan Zhang
Special Issue on Artificial-Intelligence-Powered Edge Computing for Internet of Things. IEEE Internet Things J. 7 (10) (2020)
Amir Ghasemkhani, Atena Darvishi, Iman Niazazari, Azita Darvishi, Hanif Livani, Lei Yang
DeepGrid: Robust Deep Reinforcement Learning-based Contingency Management. ISGT (2020)
Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang
CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices. CoRR (2020)
Yunchuan Liu, Amir Ghasemkhani, Lei Yang, Jun Zhao, Junshan Zhang, Vijay Vittal
Seasonal Self-evolving Neural Networks Based Short-term Wind Farm Generation Forecast. SmartGridComm (2020)
Mengyuan Zhang, Jiming Chen, Shibo He, Lei Yang, Xiaowen Gong, Junshan Zhang
Privacy-Preserving Database Assisted Spectrum Access for Industrial Internet of Things: A Distributed Learning Approach. IEEE Trans. Ind. Electron. 67 (8) (2020)
Mohammad Jafari, Amir Ghasemkhani, Vahid Sarfi, Hanif Livani, Lei Yang, Hao Xu
Biologically inspired adaptive intelligent secondary control for MGs under cyber imperfections. IET Cyper-Phys. Syst.: Theory & Appl. 4 (4) (2019)
Muhammad Baqer Mollah, Jun Zhao, Dusit Niyato, Kwok-Yan Lam, Xin Zhang, Amer M. Y. M. Ghias, Leong Hai Koh, Lei Yang
Blockchain for Future Smart Grid: A Comprehensive Survey. CoRR (2019)
Xingshuo An, Xing Lü, Lei Yang, Xianwei Zhou, Fuhong Lin
Node State Monitoring Scheme in Fog Radio Access Networks for Intrusion Detection. IEEE Access 7 (2019)
Mengyuan Zhang, Jiming Chen, Lei Yang, Junshan Zhang
Dynamic Pricing for Privacy-Preserving Mobile Crowdsensing: A Reinforcement Learning Approach. IEEE Netw. 33 (2) (2019)
Fuhong Lin, Lei Yang, Ke Xiong, Xiaowen Gong
Recent Advances in Cloud-Aware Mobile Fog Computing. Wirel. Commun. Mob. Comput. 2019 (2019)
Amir Ghasemkhani, Lei Yang, Junshan Zhang
Learning-Based Demand Response for Privacy-Preserving Users. IEEE Trans. Ind. Informatics 15 (9) (2019)
Mohammad Jafari, Vahid Sarfi, Amir Ghasemkhani, Hanif Livani, Lei Yang, Hao Xu
Adaptive Intelligent Secondary Control of Microgrids Using a Biologically-Inspired Reinforcement Learning. CoRR (2019)
Heyang Qin, Syed Zawad, Yanqi Zhou, Lei Yang, Dongfang Zhao, Feng Yan
Swift machine learning model serving scheduling: a region based reinforcement learning approach. SC (2019)
Mengyuan Zhang, Lei Yang, Xiaowen Gong, Shibo He, Junshan Zhang
Wireless Service Pricing Competition Under Network Effect, Congestion Effect, and Bounded Rationality. IEEE Trans. Veh. Technol. 67 (8) (2018)
Wenqiang Jin, Ming Li, Linke Guo, Lei Yang
DPDA: A Differentially Private Double Auction Scheme for Mobile Crowd Sensing. CNS (2018)
Amir Ghasemkhani, Lei Yang
Reinforcement Learning Based Pricing for Demand Response. ICC Workshops (2018)
Lei Yang, Mengyuan Zhang, Shibo He, Ming Li, Junshan Zhang
Crowd-Empowered Privacy-Preserving Data Aggregation for Mobile Crowdsensing. MobiHoc (2018)
Xingshuo An, Xianwei Zhou, Xing Lü, Fuhong Lin, Lei Yang
Sample Selected Extreme Learning Machine Based Intrusion Detection in Fog Computing and MEC. Wirel. Commun. Mob. Comput. 2018 (2018)
Ben Hutchins, Anudeep Reddy, Wenqiang Jin, Michael Zhou, Ming Li, Lei Yang
: A User Authentication Mechanism for Wearable Devices Through Secret Beats. AsiaCCS (2018)
Mugen Peng, Lei Yang, Junshan Zhang, Tao Chen, Ulrico Celentano, Juha Röning, Natalia Y. Ermolova, Olav Tirkkonen
IEEE Access Special Section Editorial: Recent Advances in Socially-Aware Mobile Networking. IEEE Access 5 (2017)
Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang
Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access. IEEE/ACM Trans. Netw. 25 (1) (2017)
Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang
Exploiting Social Tie Structure for Cooperative Wireless Networking: A Social Group Utility Maximization Framework. CoRR (2016)
Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang
Exploiting Social Tie Structure for Cooperative Wireless Networking: A Social Group Utility Maximization Framework. IEEE/ACM Trans. Netw. 24 (6) (2016)
Mengyuan Zhang, Lei Yang, Xiaowen Gong, Junshan Zhang
Impact of network effect and congestion effect on price competition among wireless service providers. CISS (2016)
Lei Yang, Miao He, Vijay Vittal, Junshan Zhang
Stochastic Optimization-Based Economic Dispatch and Interruptible Load Management With Increased Wind Penetration. IEEE Trans. Smart Grid 7 (2) (2016)
Mengyuan Zhang, Lei Yang, Xiaowen Gong, Junshan Zhang
Privacy-Preserving Crowdsensing: Privacy Valuation, Network Effect, and Profit Maximization. GLOBECOM (2016)
Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang
Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access. CoRR (2016)
Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason H. Li
Deadline-Aware Scheduling With Adaptive Network Coding for Real-Time Traffic. IEEE/ACM Trans. Netw. 23 (5) (2015)
Lei Yang, Xu Chen, Junshan Zhang, H. Vincent Poor
Cost-Effective and Privacy-Preserving Energy Management for Smart Meters. IEEE Trans. Smart Grid 6 (1) (2015)
Mengyuan Zhang, Lei Yang, Dong-Hoon Shin, Xiaowen Gong, Junshan Zhang
Privacy-Preserving Database Assisted Spectrum Access: A Socially-Aware Distributed Learning Approach. GLOBECOM (2015)
Lei Yang, Junshan Zhang, H. Vincent Poor
Risk-Aware Day-Ahead Scheduling and Real-time Dispatch for Electric Vehicle Charging. IEEE Trans. Smart Grid 5 (2) (2014)
Subhash Lakshminarayana, Lei Yang, H. Vincent Poor, Tony Q. S. Quek, Junshun Zhang
Risk-aware energy procurement with renewable energy and storage. SmartGridComm (2014)
Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang
A social group utility maximization framework with applications in database assisted spectrum access. INFOCOM (2014)
Chuan Huang, Youxi Tang, Lei Yang
Diversity-Multiplexing Tradeoff for Opportunistic Access Systems. IEEE Wirel. Commun. Lett. 3 (2) (2014)
Lei Yang, Miao He, Vijay Vittal, Junshan Zhang
Stochastic optimization based economic dispatch and interruptible load management with distributional forecast of wind farm generation. CDC (2014)
Lei Yang, Xu Chen, Junshan Zhang, H. Vincent Poor
Optimal privacy-preserving energy management for smart meters. INFOCOM (2014)
Miao He, Lei Yang, Junshan Zhang, Vijay Vittal
Spatio-temporal analysis for smart grids with wind generation integration. ICNC (2013)
Lei Yang, Hongseok Kim, Junshan Zhang, Mung Chiang, Chee Wei Tan
Pricing-Based Decentralized Spectrum Access Control in Cognitive Radio Networks. IEEE/ACM Trans. Netw. 21 (2) (2013)
Dong-Hoon Shin, Jinkyu Koo, Lei Yang, Xiaojun Lin, Saurabh Bagchi, Junshan Zhang
Low-complexity secure protocols to defend cyber-physical systems against network isolation attacks. CNS (2013)
Lei Yang, Junshan Zhang, Dajun Qian
Risk-aware day-ahead scheduling and real-time dispatch for plug-in electric vehicles. GLOBECOM (2012)
Lei Yang, Yalin Evren Sagduyu, Jason Hongjun Li
Adaptive network coding for scheduling real-time traffic with hard deadlines. MobiHoc (2012)
Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason Hongjun Li
Distributed stochastic power control in ad hoc networks: a nonconvex optimization case. EURASIP J. Wirel. Commun. Netw. 2012 (2012)
Lei Yang, Yalin Evren Sagduyu, Jason Hongjun Li, Junshan Zhang
Adaptive Network Coding for Scheduling Real-time Traffic with Hard Deadlines CoRR (2012)
Dajun Qian, Osman Yagan, Lei Yang, Junshan Zhang
Diffusion of Real-Time Information in Social-Physical Networks CoRR (2012)
Dajun Qian, Osman Yagan, Lei Yang, Junshan Zhang
Diffusion of real-time information in social-physical networks. GLOBECOM (2012)
Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason Hongjun Li
Distributed Power Control for Ad-Hoc Communications via Stochastic Nonconvex Utility Optimization. ICC (2011)
Lei Yang, Hongseok Kim, Junshan Zhang, Mung Chiang, Chee-Wei Tan
Pricing-based spectrum access control in cognitive radio networks with random access. INFOCOM (2011)
Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason Hongjun Li
Distributed Stochastic Power Control in Ad-hoc Networks: A Nonconvex Case CoRR (2011)
Lei Yang, Sugumar Murugesan, Junshan Zhang
Real-Time Scheduling over Markovian Channels: When Partial Observability Meets Hard Deadlines. GLOBECOM (2011)
Lei Yang, Jennie Si, Konstantinos S. Tsakalis
Understand direct NDP with linear quadratic regulation. ISIC (2004)