Lei Lei

Orcid: 0000-0002-9144-0559

Affiliations:
  • University of Luxembourg, Interdisciplinary Centre for Security, Reliability and Trust, Luxembourg
  • Linköping University, Department of Science and Technology, Sweden (PhD 2016)
  • Institute for Infocomm Research, A*STAR, Singapore (2013)


According to our database1, Lei Lei authored at least 81 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Toward 6G Multicell Orthogonal Time Frequency Space Systems: Interference Coordination and Cooperative Communications.
IEEE Veh. Technol. Mag., March, 2024

2023
Virtual Network Embedding for NGSO Systems: Algorithmic Solution and SDN-Testbed Validation.
IEEE Trans. Netw. Serv. Manag., September, 2023

Multi-Objective Optimization for Bandwidth-Limited Federated Learning in Wireless Edge Systems.
IEEE Open J. Commun. Soc., 2023

SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies.
CoRR, 2023

Optimality Analysis and Efficient Scheduling for Massive IoT-LEO Satellite Networks.
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

Efficient Federated Learning in Wireless Communication Systems: A Multi-Objective Optimization Perspective.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Adapting to Dynamic LEO-B5G Systems: Meta-Critic Learning Based Efficient Resource Scheduling.
IEEE Trans. Wirel. Commun., 2022

Joint Optimization of Beam-Hopping Design and NOMA-Assisted Transmission for Flexible Satellite Systems.
IEEE Trans. Wirel. Commun., 2022

Deep Convolutional Self-Attention Network for Energy-Efficient Power Control in NOMA Networks.
IEEE Trans. Veh. Technol., 2022

End-to-End Modeling Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow based Reconciliation.
CoRR, 2022

Adaptive Resource Allocation for Satellite Illumination Pattern Design.
Proceedings of the 96th Vehicular Technology Conference, 2022

A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Memory Augmented State Space Model for Time Series Forecasting.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Efficient Resource Scheduling and Optimization for Over-Loaded LEO-Terrestrial Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Adaptive Beam Pattern Selection and Resource Allocation for NOMA-Based LEO Satellite Systems.
Proceedings of the IEEE Global Communications Conference, 2022

Sparsification and Optimization for Energy-Efficient Federated Learning in Wireless Edge Networks.
Proceedings of the IEEE Global Communications Conference, 2022

A Deep Learning Based Acceleration of Complex Satellite Resource Management Problem.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Energy Minimization in UAV-Aided Networks: Actor-Critic Learning for Constrained Scheduling Optimization.
IEEE Trans. Veh. Technol., 2021

NOMA-Enabled Multi-Beam Satellite Systems: Joint Optimization to Overcome Offered-Requested Data Mismatches.
IEEE Trans. Veh. Technol., 2021

Impact of Varying Radio Power Density on Wireless Communications of RF Energy Harvesting Systems.
IEEE Trans. Commun., 2021

Dynamic-Adaptive AI Solutions for Network Slicing Management in Satellite-Integrated B5G Systems.
IEEE Netw., 2021

Completion Time Minimization in NOMA Systems: Learning for Combinatorial Optimization.
IEEE Netw. Lett., 2021

Actor-critic learning-based energy optimization for UAV access and backhaul networks.
EURASIP J. Wirel. Commun. Netw., 2021

An overview of generic tools for information-theoretic secrecy performance analysis over wiretap fading channels.
EURASIP J. Wirel. Commun. Netw., 2021

Satellite Communications in the New Space Era: A Survey and Future Challenges.
IEEE Commun. Surv. Tutorials, 2021

Joint Beam-Hopping Scheduling and Power Allocation in NOMA-Assisted Satellite Systems.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

An SDN Based Testbed for Dynamic Network Slicing in Satellite-Terrestrial Networks.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

Dual-DNN Assisted Optimization for Efficient Resource Scheduling in NOMA-Enabled Satellite Systems.
Proceedings of the IEEE Global Communications Conference, 2021

Precoding-Aided Bandwidth Optimization for High Throughput Satellite Systems.
Proceedings of the 4th IEEE 5G World Forum, 2021

2020
Beam Illumination Pattern Design in Satellite Networks: Learning and Optimization for Efficient Beam Hopping.
IEEE Access, 2020

Towards Power-Efficient Aerial Communications via Dynamic Multi-UAV Cooperation.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Deep Learning for Beam Hopping in Multibeam Satellite Systems.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

ProxSGD: Training Structured Neural Networks under Regularization and Constraints.
Proceedings of the 8th International Conference on Learning Representations, 2020

Actor-Critic Deep Reinforcement Learning for Energy Minimization in UAV-Aided Networks.
Proceedings of the 2020 European Conference on Networks and Communications, 2020

2019
Load Coupling and Energy Optimization in Multi-Cell and Multi-Carrier NOMA Networks.
IEEE Trans. Veh. Technol., 2019

Learning-Assisted Optimization for Energy-Efficient Scheduling in Deadline-Aware NOMA Systems.
IEEE Trans. Green Commun. Netw., 2019

On the Successful Delivery Probability of Full-Duplex-Enabled Mobile Edge Caching.
IEEE Commun. Lett., 2019

Machine Learning based Antenna Selection and Power Allocation in Multi-user MISO Systems.
Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

Linear Precoding Design for Cache-aided Full-duplex Networks.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Power and Flow Assignment for 5G Integrated Terrestrial-Satellite Backhaul Networks.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Learning-Based Resource Allocation: Efficient Content Delivery Enabled by Convolutional Neural Network.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

On Fairness Optimization for NOMA-Enabled Multi-Beam Satellite Systems.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019

Optimal Resource Allocation for NOMA-Enabled Cache Replacement and Content Delivery.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019

Joint User Grouping and Power Allocation for MISO Systems: Learning to Schedule.
Proceedings of the 27th European Signal Processing Conference, 2019

Satellite Links Integrated in 5G SDN-enabled Backhaul Networks: An Iterative Joint Power and Flow Assignment.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Learn to Cache: Machine Learning for Network Edge Caching in the Big Data Era.
IEEE Wirel. Commun., 2018

Resource Optimization With Load Coupling in Multi-Cell NOMA.
IEEE Trans. Wirel. Commun., 2018

Energy-Efficient and Secure Resource Allocation for Multiple-Antenna NOMA With Wireless Power Transfer.
IEEE Trans. Green Commun. Netw., 2018

NOMA Aided Interference Management for Full-Duplex Self-Backhauling HetNets.
IEEE Commun. Lett., 2018

Energy-efficient design for latency-tolerant content delivery networks.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference Workshops, 2018

Energy-Efficient Resource Optimization with Wireless Power Transfer for Secure NOMA Systems.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2018

Latency Minimization for Content Delivery Networks with Wireless Edge Caching.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Efficient Minimum-Energy Scheduling with Machine-Learning Based Predictions for Multiuser MISO Systems.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Power and Load Optimization in Interference-Coupled Non-Orthogonal Multiple Access Networks.
Proceedings of the IEEE Global Communications Conference, 2018

2017
Resource Optimization in Multi-cell NOMA.
CoRR, 2017

Joint Beamforming and Power Optimization With Iterative User Clustering for MISO-NOMA Systems.
IEEE Access, 2017

Power Allocation for Energy Efficiency Maximization in Downlink CoMP Systems with NOMA.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Power allocation for in-band full-duplex self-backhauling.
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Energy optimization for full-duplex self-backhauled HetNet with non-orthogonal multiple access.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

A deep learning approach for optimizing content delivering in cache-enabled HetNet.
Proceedings of the 2017 International Symposium on Wireless Communication Systems, 2017

Carrier allocation for Hybrid Satellite-Terrestrial Backhaul networks.
Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

A Framework for Optimizing Multi-Cell NOMA: Delivering Demand with Less Resource.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
From Orthogonal to Non-orthogonal Multiple Access : Energy- and Spectrum-Efficient Resource Allocation.
PhD thesis, 2016

Power and Channel Allocation for Non-Orthogonal Multiple Access in 5G Systems: Tractability and Computation.
IEEE Trans. Wirel. Commun., 2016

On Power Minimization for Non-orthogonal Multiple Access (NOMA).
IEEE Commun. Lett., 2016

Successive Interference Cancellation for Throughput Maximization in Wireless Powered Communication Networks.
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016

Optimizing power and user association for energy saving in load-coupled cooperative LTE.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015
Optimal Cell Clustering and Activation for Energy Saving in Load-Coupled Wireless Networks.
IEEE Trans. Wirel. Commun., 2015

Power and Load Coupling in Cellular Networks for Energy Optimization.
IEEE Trans. Wirel. Commun., 2015

Load balancing via joint transmission in heterogeneous LTE: Modeling and computation.
Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015

Joint Optimization of Power and Channel Allocation with Non-Orthogonal Multiple Access for 5G Cellular Systems.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Resource scheduling to jointly minimize receiving and transmitting energy in OFDMA systems.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Range assignment for power optimization in load-coupled heterogeneous networks.
Proceedings of the IEEE International Conference on Communication Systems, 2014

Optimal energy minimization in load-coupled wireless networks: Computation and properties.
Proceedings of the IEEE International Conference on Communications, 2014

A performance study of energy minimization for interleaved and localized FDMA.
Proceedings of the 19th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2014

2013
A Unified Graph Labeling Algorithm for Consecutive-Block Channel Allocation in SC-FDMA.
IEEE Trans. Wirel. Commun., 2013

Improved Resource Allocation Algorithm Based on Partial Solution Estimation for SC-FDMA Systems.
Proceedings of the 78th IEEE Vehicular Technology Conference, 2013

Power efficient uplink scheduling in SC-FDMA: Bounding global optimality by column generation.
Proceedings of the IEEE 18th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2013

2012
Minimum-length scheduling in wireless networks with multi-user detection and interference cancellation: Optimization and performance evaluation.
Proceedings of the IEEE International Conference on Communication Systems, 2012

Performance analysis of chunk-based resource allocation in wireless OFDMA systems.
Proceedings of the 17th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2012


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