Lei Yang - RankMe

100 papers A* 5A 4B 10C 1Misc 2Journal 61Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A survey on self-supervised learning: Recent advances and open problems. Neurocomputing Jianping Zhang, Lei Yang, Seyed Mahmoud Sajjadi Mohammadabadi, Feng Yan
2025	J	`jnl`	AoI-Delay Tradeoff in Mobile Edge Caching: A Lyapunov Optimization-Based Method. IEEE Internet Things J. Ran Li, Chuan Huang, Xiaoqi Qin, Zhanhong Fu, Lei Yang, Dong Yang
2025	J	`jnl`	Diffusion-Based, Data-Assimilation-Enabled Super-Resolution of Hub-height Winds. CoRR Xiaolong Ma, Xu Dong, Ashley Tarrant, Lei Yang, Rao Kotamarthi, Jiali Wang, Feng Yan, Rajkumar Kettimuthu
2025	J	`jnl`	Enabling scalable and adaptive machine learning training via serverless computing on public cloud. Perform. Evaluation Ahsan Ali, Xiaolong Ma, Syed Zawad, Paarijaat Aditya, Istemi Ekin Akkus, Ruichuan Chen, Lei Yang, Feng Yan
2025	J	`jnl`	FedCust: Offloading hyperparameter customization for federated learning. Perform. Evaluation Syed Zawad, Xiaolong Ma, Jun Yi, Cheng Li, Minjia Zhang, Lei Yang, Feng Yan, Yuxiong He
2025	J	`jnl`	Speed Up Federated Learning in Heterogeneous Environments: A Dynamic Tiering Approach. IEEE Internet Things J. Seyed Mahmoud Sajjadi Mohammadabadi, Syed Zawad, Feng Yan, Lei Yang
2024	—	`conf`	AoI-Delay Tradeoff in Mobile Edge Caching: A Mixed-Order Drift-Plus-Penalty Method. ICC Ran Li, Chuan Huang, Xiaoqi Qin, Lei Yang
2024	A	`conf`	Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning. ICDCS Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang, Feng Yan, Junshan Zhang
2024	J	`jnl`	Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning. CoRR Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang, Feng Yan, Junshan Zhang
2024	—	`conf`	Feature Collusion Attack on PMU Data-driven Event Classification. ISGT Amir Ghasemkhani, Rutuja Sanjeev Haridas, Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang
2024	J	`jnl`	MalleTrain: Deep Neural Network Training on Unfillable Supercomputer Nodes. CoRR Xiaolong Ma, Feng Yan, Lei Yang, Ian T. Foster, Michael E. Papka, Zhengchun Liu, Rajkumar Kettimuthu
2024	B	`conf`	MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes. ICPE Xiaolong Ma, Feng Yan, Lei Yang, Ian T. Foster, Michael E. Papka, Zhengchun Liu, Rajkumar Kettimuthu
2024	A	`conf`	Privacy-Preserving Artificial Intelligence on Edge Devices: A Homomorphic Encryption Approach. ICWS Muhammad Jahanzeb Khan, Bo Fang, Gaetano Cimino, Stefano Cirillo, Lei Yang, Dongfang Zhao
2024	A*	`conf`	ZeRO++: Extremely Efficient Collective Communication for Large Model Training. ICLR Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Xiaoxia Wu, Connor Holmes, Zhewei Yao, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He
2023	J	`jnl`	AI Service Placement for Multi-Access Edge Intelligence Systems in 6G. IEEE Trans. Netw. Sci. Eng. Jiaxin Li, Fuhong Lin, Lei Yang, Daochao Huang
2023	J	`jnl`	Collusion-Resistant Worker Recruitment in Crowdsourcing Systems. IEEE Trans. Mob. Comput. Mingyan Xiao, Wenqiang Jin, Ming Li, Lei Yang, Arun Thapa, Pan Li
2023	J	`jnl`	Drifting Streaming Peaks-Over-Threshold-Enhanced Self-Evolving Neural Networks for Short-Term Wind Farm Generation Forecast. Future Internet Yunchuan Liu, Amir Ghasemkhani, Lei Yang
2023	J	`jnl`	Many-to-many matching based task allocation for dispersed computing. Computing Hongwen Hui, Fuhong Lin, Lei Meng, Lei Yang, Xianwei Zhou
2023	J	`jnl`	Robust Event Classification Using Imperfect Real-World PMU Data. IEEE Internet Things J. Yunchuan Liu, Lei Yang, Amir Ghasemkhani, Hanif Livani, Virgilio A. Centeno, Pin-Yu Chen, Junshan Zhang
2023	J	`jnl`	Speed Up Federated Learning in Heterogeneous Environment: A Dynamic Tiering Approach. CoRR Seyed Mahmoud Sajjadi Mohammadabadi, Syed Zawad, Feng Yan, Lei Yang
2023	C	`conf`	TopoCommit: A Topological Commit Protocol for Cross-Ledger Transactions in Scientific Computing. CLUSTER Olamide Timothy Tawose, Lei Yang, Dongfang Zhao
2023	J	`jnl`	Toward Efficient Homomorphic Encryption for Outsourced Databases through Parallel Caching. Proc. ACM Manag. Data Olamide Timothy Tawose, Jun Dai, Lei Yang, Dongfang Zhao
2023	J	`jnl`	ZeRO++: Extremely Efficient Collective Communication for Giant Model Training. CoRR Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Connor Holmes, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He
2022	J	`jnl`	Affective Computing Model With Impulse Control in Internet of Things Based on Affective Robotics. IEEE Internet Things J. Hongwen Hui, Fuhong Lin, Lei Yang, Chao Gong, Haitao Xu, Zhu Han, Peng Shi
2022	J	`jnl`	Nemo: An Open-Source Transformer-Supercharged Benchmark for Fine-Grained Wildfire Smoke Detection. Remote. Sens. Amirhessam Yazdi, Heyang Qin, Connor B. Jordan, Lei Yang, Feng Yan
2022	A	`conf`	Topological Modeling and Parallelization of Multidimensional Data on Microelectrode Arrays. IPDPS Olamide Timothy Tawose, Bin Li, Lei Yang, Feng Yan, Dongfang Zhao
2022	J	`jnl`	ULPT: A User-Centric Location Privacy Trading Framework for Mobile Crowd Sensing. IEEE Trans. Mob. Comput. Wenqiang Jin, Mingyan Xiao, Linke Guo, Lei Yang, Ming Li
2021	J	`jnl`	A Regularized Tensor Completion Approach for PMU Data Recovery. IEEE Trans. Smart Grid Amir Ghasemkhani, Iman Niazazari, Yunchuan Liu, Hanif Livani, Virgilio A. Centeno, Lei Yang
2021	J	`jnl`	Blockchain for Future Smart Grid: A Comprehensive Survey. IEEE Internet Things J. Muhammad Baqer Mollah, Jun Zhao, Dusit Niyato, Kwok-Yan Lam, Xin Zhang, Amer M. Y. M. Ghias, Leong Hai Koh, Lei Yang
2021	J	`jnl`	CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices. IEEE/ACM Trans. Netw. Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang
2021	—	`conf`	Low-rank Tensor Completion for PMU Data Recovery. ISGT Amir Ghasemkhani, Yunchuan Liu, Lei Yang
2021	—	`conf`	PMU-data-driven Event Classification in Power Transmission Grids. ISGT Iman Niazazari, Yunchuan Liu, Amir Ghasenikhani, Shuchismita Biswas, Hanif Livani, Lei Yang, Virgilio A. Centeno
2021	J	`jnl`	Price and capacity decisions in a telemedicine service system under government subsidy policy. Int. J. Prod. Res. Xiaoli Wang, Zhiyong Zhang, Lei Yang, Jun Zhao
2021	J	`jnl`	Privacy-Preserving Data Aggregation for Mobile Crowdsensing With Externality: An Auction Approach. IEEE/ACM Trans. Netw. Mengyuan Zhang, Lei Yang, Shibo He, Ming Li, Junshan Zhang
2021	J	`jnl`	Robust Event Classification Using Imperfect Real-world PMU Data. CoRR Yunchuan Liu, Lei Yang, Amir Ghasemkhani, Hanif Livani, Virgilio A. Centeno, Pin-Yu Chen, Junshan Zhang
2021	A*	`conf`	SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement. NeurIPS Heyang Qin, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He
2021	—	`conf`	The Age of Correlated Features in Supervised Learning based Forecasting. INFOCOM Workshops Md Kamran Chowdhury Shisher, Heyang Qin, Lei Yang, Feng Yan, Yin Sun
2021	J	`jnl`	The Age of Correlated Features in Supervised Learning based Forecasting. CoRR Md Kamran Chowdhury Shisher, Heyang Qin, Lei Yang, Feng Yan, Yin Sun
2020	J	`jnl`	CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices. CoRR Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang
2020	J	`jnl`	Deep Neural Network based Wide-Area Event Classification in Power Systems. CoRR Iman Niazazari, Amir Ghasemkhani, Yunchuan Liu, Shuchismita Biswas, Hanif Livani, Lei Yang, Virgilio Centeno
2020	—	`conf`	DeepGrid: Robust Deep Reinforcement Learning-based Contingency Management. ISGT Amir Ghasemkhani, Atena Darvishi, Iman Niazazari, Azita Darvishi, Hanif Livani, Lei Yang
2020	J	`jnl`	Event Cause Analysis in Distribution Networks using Synchro Waveform Measurements. CoRR Iman Niazazari, Hanif Livani, Amir Ghasemkhani, Yunchuan Liu, Lei Yang
2020	J	`jnl`	Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading. IEEE Wirel. Commun. Shuai Yu, Xu Chen, Lei Yang, Di Wu, Mehdi Bennis, Junshan Zhang
2020	J	`jnl`	Privacy-Preserving Database Assisted Spectrum Access for Industrial Internet of Things: A Distributed Learning Approach. IEEE Trans. Ind. Electron. Mengyuan Zhang, Jiming Chen, Shibo He, Lei Yang, Xiaowen Gong, Junshan Zhang
2020	J	`jnl`	Reinforcement-Learning-Empowered MLaaS Scheduling for Serving Intelligent Internet of Things. IEEE Internet Things J. Heyang Qin, Syed Zawad, Yanqi Zhou, Sanjay Padhi, Lei Yang, Feng Yan
2020	—	`conf`	Seasonal Self-evolving Neural Networks Based Short-term Wind Farm Generation Forecast. SmartGridComm Yunchuan Liu, Amir Ghasemkhani, Lei Yang, Jun Zhao, Junshan Zhang, Vijay Vittal
2020	J	`jnl`	Special Issue on Artificial-Intelligence-Powered Edge Computing for Internet of Things. IEEE Internet Things J. Lei Yang, Xu Chen, Samir M. Perlaza, Junshan Zhang
2019	J	`jnl`	Adaptive Intelligent Secondary Control of Microgrids Using a Biologically-Inspired Reinforcement Learning. CoRR Mohammad Jafari, Vahid Sarfi, Amir Ghasemkhani, Hanif Livani, Lei Yang, Hao Xu
2019	J	`jnl`	Biologically inspired adaptive intelligent secondary control for MGs under cyber imperfections. IET Cyper-Phys. Syst.: Theory & Appl. Mohammad Jafari, Amir Ghasemkhani, Vahid Sarfi, Hanif Livani, Lei Yang, Hao Xu
2019	J	`jnl`	Blockchain for Future Smart Grid: A Comprehensive Survey. CoRR Muhammad Baqer Mollah, Jun Zhao, Dusit Niyato, Kwok-Yan Lam, Xin Zhang, Amer M. Y. M. Ghias, Leong Hai Koh, Lei Yang
2019	—	`conf`	Distributed Real-Time Data Aggregation Scheduling in Duty-Cycled Multi-hop Sensor Networks. WASA XiaoHua Xu, Yi Zhao, Dongfang Zhao, Lei Yang, Spiridon Bakiras
2019	J	`jnl`	Dynamic Pricing for Privacy-Preserving Mobile Crowdsensing: A Reinforcement Learning Approach. IEEE Netw. Mengyuan Zhang, Jiming Chen, Lei Yang, Junshan Zhang
2019	J	`jnl`	Learning-Based Demand Response for Privacy-Preserving Users. IEEE Trans. Ind. Informatics Amir Ghasemkhani, Lei Yang, Junshan Zhang
2019	J	`jnl`	Node State Monitoring Scheme in Fog Radio Access Networks for Intrusion Detection. IEEE Access Xingshuo An, Xing Lü, Lei Yang, Xianwei Zhou, Fuhong Lin
2019	J	`jnl`	Recent Advances in Cloud-Aware Mobile Fog Computing. Wirel. Commun. Mob. Comput. Fuhong Lin, Lei Yang, Ke Xiong, Xiaowen Gong
2019	A	`conf`	Swift machine learning model serving scheduling: a region based reinforcement learning approach. SC Heyang Qin, Syed Zawad, Yanqi Zhou, Lei Yang, Dongfang Zhao, Feng Yan
2018	B	`conf`	Crowd-Empowered Privacy-Preserving Data Aggregation for Mobile Crowdsensing. MobiHoc Lei Yang, Mengyuan Zhang, Shibo He, Ming Li, Junshan Zhang
2018	—	`conf`	DPDA: A Differentially Private Double Auction Scheme for Mobile Crowd Sensing. CNS Wenqiang Jin, Ming Li, Linke Guo, Lei Yang
2018	—	`conf`	Reinforcement Learning Based Pricing for Demand Response. ICC Workshops Amir Ghasemkhani, Lei Yang
2018	J	`jnl`	Sample Selected Extreme Learning Machine Based Intrusion Detection in Fog Computing and MEC. Wirel. Commun. Mob. Comput. Xingshuo An, Xianwei Zhou, Xing Lü, Fuhong Lin, Lei Yang
2018	J	`jnl`	ThriftyEdge: Resource-Efficient Edge Computing for Intelligent IoT Applications. IEEE Netw. Xu Chen, Qian Shi, Lei Yang, Jie Xu
2018	J	`jnl`	Wireless Service Pricing Competition Under Network Effect, Congestion Effect, and Bounded Rationality. IEEE Trans. Veh. Technol. Mengyuan Zhang, Lei Yang, Xiaowen Gong, Shibo He, Junshan Zhang
2017	J	`jnl`	Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access. IEEE/ACM Trans. Netw. Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang
2017	J	`jnl`	IEEE Access Special Section Editorial: Recent Advances in Socially-Aware Mobile Networking. IEEE Access Mugen Peng, Lei Yang, Junshan Zhang, Tao Chen, Ulrico Celentano, Juha Röning, Natalia Y. Ermolova, Olav Tirkkonen
2016	J	`jnl`	Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access. CoRR Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang
2016	J	`jnl`	Exploiting Social Tie Structure for Cooperative Wireless Networking: A Social Group Utility Maximization Framework. CoRR Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang
2016	J	`jnl`	Exploiting Social Tie Structure for Cooperative Wireless Networking: A Social Group Utility Maximization Framework. IEEE/ACM Trans. Netw. Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang
2016	Misc	`conf`	Impact of network effect and congestion effect on price competition among wireless service providers. CISS Mengyuan Zhang, Lei Yang, Xiaowen Gong, Junshan Zhang
2016	B	`conf`	Privacy-Preserving Crowdsensing: Privacy Valuation, Network Effect, and Profit Maximization. GLOBECOM Mengyuan Zhang, Lei Yang, Xiaowen Gong, Junshan Zhang
2016	J	`jnl`	Stochastic Optimization-Based Economic Dispatch and Interruptible Load Management With Increased Wind Penetration. IEEE Trans. Smart Grid Lei Yang, Miao He, Vijay Vittal, Junshan Zhang
2015	J	`jnl`	Cost-Effective and Privacy-Preserving Energy Management for Smart Meters. IEEE Trans. Smart Grid Lei Yang, Xu Chen, Junshan Zhang, H. Vincent Poor
2015	J	`jnl`	Deadline-Aware Scheduling With Adaptive Network Coding for Real-Time Traffic. IEEE/ACM Trans. Netw. Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason H. Li
2015	B	`conf`	Privacy-Preserving Database Assisted Spectrum Access: A Socially-Aware Distributed Learning Approach. GLOBECOM Mengyuan Zhang, Lei Yang, Dong-Hoon Shin, Xiaowen Gong, Junshan Zhang
2014	A*	`conf`	A social group utility maximization framework with applications in database assisted spectrum access. INFOCOM Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang
2014	J	`jnl`	Diversity-Multiplexing Tradeoff for Opportunistic Access Systems. IEEE Wirel. Commun. Lett. Chuan Huang, Youxi Tang, Lei Yang
2014	A*	`conf`	Optimal privacy-preserving energy management for smart meters. INFOCOM Lei Yang, Xu Chen, Junshan Zhang, H. Vincent Poor
2014	J	`jnl`	Risk-Aware Day-Ahead Scheduling and Real-time Dispatch for Electric Vehicle Charging. IEEE Trans. Smart Grid Lei Yang, Junshan Zhang, H. Vincent Poor
2014	—	`conf`	Risk-aware energy procurement with renewable energy and storage. SmartGridComm Subhash Lakshminarayana, Lei Yang, H. Vincent Poor, Tony Q. S. Quek, Junshun Zhang
2014	—	`book`	Social Group Utility Maximization Xiaowen Gong, Xu Chen, Lei Yang, Junshan Zhang
2014	—	`conf`	Stochastic optimization based economic dispatch and interruptible load management with distributional forecast of wind farm generation. CDC Lei Yang, Miao He, Vijay Vittal, Junshan Zhang
2013	—	`conf`	Low-complexity secure protocols to defend cyber-physical systems against network isolation attacks. CNS Dong-Hoon Shin, Jinkyu Koo, Lei Yang, Xiaojun Lin, Saurabh Bagchi, Junshan Zhang
2013	J	`jnl`	Pricing-Based Decentralized Spectrum Access Control in Cognitive Radio Networks. IEEE/ACM Trans. Netw. Lei Yang, Hongseok Kim, Junshan Zhang, Mung Chiang, Chee Wei Tan
2013	Misc	`conf`	Spatio-temporal analysis for smart grids with wind generation integration. ICNC Miao He, Lei Yang, Junshan Zhang, Vijay Vittal
2012	J	`jnl`	Adaptive Network Coding for Scheduling Real-time Traffic with Hard Deadlines CoRR Lei Yang, Yalin Evren Sagduyu, Jason Hongjun Li, Junshan Zhang
2012	B	`conf`	Adaptive network coding for scheduling real-time traffic with hard deadlines. MobiHoc Lei Yang, Yalin Evren Sagduyu, Jason Hongjun Li
2012	J	`jnl`	Diffusion of Real-Time Information in Social-Physical Networks CoRR Dajun Qian, Osman Yagan, Lei Yang, Junshan Zhang
2012	B	`conf`	Diffusion of real-time information in social-physical networks. GLOBECOM Dajun Qian, Osman Yagan, Lei Yang, Junshan Zhang
2012	J	`jnl`	Distributed stochastic power control in ad hoc networks: a nonconvex optimization case. EURASIP J. Wirel. Commun. Netw. Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason Hongjun Li
2012	B	`conf`	Risk-aware day-ahead scheduling and real-time dispatch for plug-in electric vehicles. GLOBECOM Lei Yang, Junshan Zhang, Dajun Qian
2011	—	`conf`	Distributed Power Control for Ad-Hoc Communications via Stochastic Nonconvex Utility Optimization. ICC Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason Hongjun Li
2011	J	`jnl`	Distributed Stochastic Power Control in Ad-hoc Networks: A Nonconvex Case CoRR Lei Yang, Yalin Evren Sagduyu, Junshan Zhang, Jason Hongjun Li
2011	A*	`conf`	Pricing-based spectrum access control in cognitive radio networks with random access. INFOCOM Lei Yang, Hongseok Kim, Junshan Zhang, Mung Chiang, Chee-Wei Tan
2011	B	`conf`	Real-Time Scheduling over Markovian Channels: When Partial Observability Meets Hard Deadlines. GLOBECOM Lei Yang, Sugumar Murugesan, Junshan Zhang
2009	J	`jnl`	Direct Heuristic Dynamic Programming for Nonlinear Tracking Control With Filtered Tracking Error. IEEE Trans. Syst. Man Cybern. Part B Lei Yang, Jennie Si, Konstantinos S. Tsakalis, Armando A. Rodriguez
2009	J	`jnl`	Performance Evaluation of Direct Heuristic Dynamic Programming using Control-Theoretic Measures. J. Intell. Robotic Syst. Lei Yang, Jennie Si, Konstantinos S. Tsakalis, Armando A. Rodriguez
2008	J	`jnl`	A performance gradient perspective on gradient-based policy iteration and a modified value iteration. Int. J. Intell. Comput. Cybern. Lei Yang, James Dankert, Jennie Si
2007	B	`conf`	Performance Analysis of Direct Heuristic Dynamic Programming using Control-Theoretic Measures. IJCNN Lei Yang, Jennie Si, Konstantinos S. Tsakalis, Armando A. Rodriguez
2005	B	`conf`	An analysis of gradient-based policy iteration. IJCNN James Dankert, Lei Yang, Jennie Si
2004	—	`conf`	Understand direct NDP with linear quadratic regulation. ISIC Lei Yang, Jennie Si, Konstantinos S. Tsakalis
2003	—	`conf`	Analyzing and enhancing direct NDP designs using a control-theoretic approach. ISIC Lei Yang, Jennie Si, Konstantinos S. Tsakalis, Armando A. Rodriguez