Liqun Fu

Affiliations:
  • Xiamen University, School of Informatics, China
  • ShanghaiTech University, China (former)
  • KTH Royal Institute of Technology, Sweden (former)
  • Chinese University of Hong Kong, Hong Kong (PhD 2010)


According to our database1, Liqun Fu authored at least 75 papers between 2008 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Deep Reinforcement Learning-Based Scheduling for NR-U/WiGig Coexistence in Unlicensed mmWave Bands.
IEEE Trans. Wirel. Commun., January, 2024

Joint MCS Adaptation and RB Allocation in Cellular Networks Based on Deep Reinforcement Learning With Stable Matching.
IEEE Trans. Mob. Comput., January, 2024

Latency Minimization for Wireless Federated Learning With Heterogeneous Local Model Updates.
IEEE Internet Things J., January, 2024

2023
Toward Scalable Wireless Federated Learning: Challenges and Solutions.
IEEE Internet Things Mag., December, 2023

Model-Based Thompson Sampling for Frequency and Rate Selection in Underwater Acoustic Communications.
IEEE Trans. Wirel. Commun., October, 2023

Deep Reinforcement Learning Based Link Adaptation Technique for LTE/NR Systems.
IEEE Trans. Veh. Technol., June, 2023

Improving End-to-end Throughput in Multi-Hop Wireless Networks With Cut-Through Capability.
IEEE Trans. Mob. Comput., March, 2023

Spatial Deep Learning for Site-Specific Movement Optimization of Aerial Base Stations.
CoRR, 2023

Combating Multi-path Interference to Improve Chirp-based Underwater Acoustic Communication.
CoRR, 2023

Towards Scalable Wireless Federated Learning: Challenges and Solutions.
CoRR, 2023

Millimeter Wave Full-Duplex Networks: MAC Design and Throughput Optimization.
CoRR, 2023

Machine Learning for Large-Scale Optimization in 6G Wireless Networks.
IEEE Commun. Surv. Tutorials, 2023

Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

IRS-Aided Sectorized Base Station Design and 3D Coverage Performance Analysis.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

When Configuration Verification Meets Machine Learning: A DRL Approach for Finding Minimum k-Link Failures.
Proceedings of the 24st Asia-Pacific Network Operations and Management Symposium, 2023

2022
Energy-Efficient Trajectory Design for UAV-Aided Maritime Data Collection in Wind.
IEEE Trans. Wirel. Commun., 2022

Multi-Channel Opportunistic Access for Heterogeneous Networks Based on Deep Reinforcement Learning.
IEEE Trans. Wirel. Commun., 2022

Federated Learning via Intelligent Reflecting Surface.
IEEE Trans. Wirel. Commun., 2022

Age-of-Information Oriented Scheduling for Multichannel IoT Systems With Correlated Sources.
IEEE Trans. Wirel. Commun., 2022

Deep Reinforcement Learning Based MAC Protocol for Underwater Acoustic Networks.
IEEE Trans. Mob. Comput., 2022

Two-Stage Resource Allocation in Reconfigurable Intelligent Surface Assisted Hybrid Networks via Multi-player Bandits.
IEEE Trans. Commun., 2022

Analysis and Optimization for Large-Scale LoRa Networks: Throughput Fairness and Scalability.
IEEE Internet Things J., 2022

Broadband Digital Over-the-Air Computation for Wireless Federated Edge Learning.
CoRR, 2022

Quick and Reliable LoRa Physical-layer Data Aggregation through Multi-Packet Reception.
CoRR, 2022

Quick and Reliable Physical-layer Data Aggregation in LoRa through Multi-Packet Reception.
Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022

Deep Reinforcement Learning Based Scheduling Scheme for the NR-U/WiGig Coexistence in Unlicensed mmWave Bands.
Proceedings of the IEEE International Conference on Communications, 2022

Broadband Digital Over-the-Air Computation for Asynchronous Federated Edge Learning.
Proceedings of the IEEE International Conference on Communications, 2022

Over-the-Air Computing Aided Federated Learning and Analytics via Belief Propagation Based Stochastic Bandits.
Proceedings of the IEEE International Conference on Communications, 2022

2021
Throughput Enhancement of Full-Duplex CSMA Networks Using Multiplayer Bandits.
IEEE Internet Things J., 2021

Optimizing job completion time with fairness in large-scale data centers.
Future Gener. Comput. Syst., 2021

Optimal Throughput of the Full-Duplex Two-Way Relay System with Energy Harvesting.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

Online Learning and Resource Allocation for User Experience Improvement in Mobile Edge Clouds.
Proceedings of the ICC 2021, 2021

Placement Optimization and Power Control in Intelligent Reflecting Surface Aided Multiuser System.
Proceedings of the IEEE Global Communications Conference, 2021

Hybrid Beamforming for Full-Duplex Enabled Cellular System in the Unlicensed mmWave Band.
Proceedings of the IEEE Global Communications Conference, 2021

2020
Energy Minimization of Multi-Cell Cognitive Capacity Harvesting Networks With Neighbor Resource Sharing.
IEEE Trans. Wirel. Commun., 2020

Hidden-Node Problem in Full-Duplex Enabled CSMA Networks.
IEEE Trans. Mob. Comput., 2020

Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface.
IEEE Netw., 2020

Optimal Energy-Delay Scheduling for Energy-Harvesting WSNs With Interference Channel via Negatively Correlated Search.
IEEE Internet Things J., 2020

The optimal network throughputs when the model-aware node coexists with other nodes using different MAC protocols.
CoRR, 2020

End-to-end Throughput Optimization in Multi-hop Wireless Networks with Cut-through Capability.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Achieving Max-Min Throughput in LoRa Networks.
Proceedings of the International Conference on Computing, Networking and Communications, 2020

Optimal Frequency and Rate Selection Using Unimodal Objective Based Thompson Sampling Algorithm.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Energy-Efficient Cyclical Trajectory Design for UAV-Aided Maritime Data Collection in Wind.
Proceedings of the IEEE Global Communications Conference, 2020

MAC Protocol for Multi-channel Heterogeneous Networks Based on Deep Reinforcement Learning.
Proceedings of the IEEE Global Communications Conference, 2020

Balancing Hidden-node and Exposed-node Problems in Full-duplex Enabled CSMA Networks.
Proceedings of the IEEE Globecom Workshops, 2020

2019
Channel-Adaptive Location-Assisted Wake-up Signal Detection Approach Based on LFM Over Underwater Acoustic Channels.
IEEE Access, 2019

Optimal Throughput of the ANC Based Two-Way Relay System with Energy Harvesting.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Optimal Energy-Delay Scheduling for Energy Harvesting WSNs via Negatively Correlated Search.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Throughput Enhancement of Full-Duplex CSMA Networks via Adversarial Multi-Player Multi-Armed Bandit.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
全双工CSMA网络中的隐藏终端问题研究 (Study of Hidden Node Problem in Full-duplex Enabled CSMA Networks).
计算机科学, 2018

2017
Energy Saving With Network Coding Design Over Rayleigh Fading Channel.
IEEE Trans. Wirel. Commun., 2017

Energy Efficient D2D Communications in Dynamic TDD Systems.
IEEE Trans. Commun., 2017

Sum-Rate Optimization for Device-to-Device Communications over Rayleigh Fading Channel.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Throughput analysis of the two-way relay system with network coding and energy harvesting.
Proceedings of the IEEE International Conference on Communications, 2017

2016
Hybrid Network Coding for Unbalanced Slotted ALOHA Relay Networks.
IEEE Trans. Wirel. Commun., 2016

Throughput Capacity of IEEE 802.11 Many-to/From-One Bidirectional Networks With Physical-Layer Network Coding.
IEEE Trans. Wirel. Commun., 2016

Energy conservation of bidirectional cellular relay network over Rayleigh fading channel.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

2015
Energy Efficient Transmissions in Cognitive MIMO Systems With Multiple Data Streams.
IEEE Trans. Wirel. Commun., 2015

On percolation connectivity of large scale wireless networks with directional antennas.
Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015

Mode selection for energy efficient D2D communications in dynamic TDD systems.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

2013
Unsaturated Throughput Analysis of Physical-Layer Network Coding Based on IEEE 802.11 Distributed Coordination Function.
IEEE Trans. Wirel. Commun., 2013

Effective Carrier Sensing in CSMA Networks under Cumulative Interference.
IEEE Trans. Mob. Comput., 2013

Energy Efficient Transmissions in MIMO Cognitive Radio Networks.
IEEE J. Sel. Areas Commun., 2013

2012
Energy efficient transmissions in MIMO cognitive radio networks.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

2011
Energy Conservation and Interference Mitigation: From Decoupling Property to Win-Win Strategy.
IEEE Trans. Wirel. Commun., 2011

Link scheduling in multi-transmit-receive wireless networks.
Proceedings of the IEEE 36th Conference on Local Computer Networks, 2011

2010
Scheduling in wireless networks with physical interference constraints.
PhD thesis, 2010

Fast algorithms for joint power control and scheduling in wireless networks.
IEEE Trans. Wirel. Commun., 2010

Feasibility of optimally assigning channels by exhaustive search in commercial multi-radio wireless mesh networks.
Telecommun. Syst., 2010

Effective Carrier Sensing in CSMA Networks under Cumulative Interference.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

2009
Safe Carrier Sensing Range in CSMA Network under Physical Interference Model
CoRR, 2009

On Fast Optimal STDMA Scheduling over Fading Wireless Channels.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Power Controlled Scheduling with Consecutive Transmission Constraints: Complexity Analysis and Algorithm Design.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008
Joint Power Control and Link Scheduling in Wireless Networks for Throughput Optimization.
Proceedings of IEEE International Conference on Communications, 2008


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