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Lei Yang
ORCID
Publication Activity (10 Years)
Years Active: 2004-2024
Publications (10 Years): 55
Top Topics
Utility Maximization
Wind Farm
Database
Neural Network
Top Venues
CoRR
IEEE/ACM Trans. Netw.
IEEE Internet Things J.
IEEE Trans. Smart Grid
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Publications
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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)