Liqun Fu

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 84

Top Venues

CoRR

IEEE Trans. Wirel. Commun.

ICC

IEEE Trans. Mob. Comput.

Chinese University of Hong Kong, Hong Kong (PHD)

Education History

Chinese University of Hong Kong, Hong Kong

PHD

Publications

Xiaowen Ye, Liqun Fu
Joint MCS Adaptation and RB Allocation in Cellular Networks Based on Deep Reinforcement Learning With Stable Matching. IEEE Trans. Mob. Comput. 23 (1) (2024)
Yiling Wang, Jiangbin Lyu, Liqun Fu
Fast Online Movement Optimization of Aerial Base Stations Based on Global Connectivity Map. CoRR (2024)
Rongyou Cao, Yuheng Zhong, Jiangbin Lyu, Deqing Wang, Liqun Fu
AFDM Channel Estimation in Multi-Scale Multi-Lag Channels. CoRR (2024)
Lizhao You, Xinbo Zhao, Rui Cao, Yulin Shao, Liqun Fu
Broadband Digital Over-the-Air Computation for Wireless Federated Edge Learning. IEEE Trans. Mob. Comput. 23 (5) (2024)
Kaiqi Zhong, Shengbo Liu, Liqun Fu
Throughput Maximization in Cellular Networks With Wireless Backhaul and Energy Harvesting. IEEE Trans. Veh. Technol. 73 (3) (2024)
Jingwen Tong, Zhenzhen Chen, Liqun Fu, Jun Zhang, Zhu Han
From Learning to Analytics: Improving Model Efficacy with Goal-Directed Client Selection. CoRR (2024)
Xiaowen Ye, Liqun Fu
Joint Codebook Selection and UE Scheduling for Unlicensed MmWave NR-U/WiGig Coexistence Based on Deep Reinforcement Learning. IEEE Trans. Mob. Comput. 23 (9) (2024)
Guanglong Pang, Lizhao You, Liqun Fu
An Efficient DRL-Based Link Adaptation for Cellular Networks with Low Overhead. WCNC (2024)
Jiangbin Lyu, Xu Chen, Jiefeng Zhang, Liqun Fu
Spatial Deep Learning for Site-Specific Movement Optimization of Aerial Base Stations. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Lizhao You, Zhirong Tang, Pengbo Wang, Zhaorui Wang, Haipeng Dai, Liqun Fu
Quick and Reliable LoRa Data Aggregation Through Multi-Packet Reception. IEEE/ACM Trans. Netw. 32 (2) (2024)
Jingyang Zhu, Yuanming Shi, Min Fu, Yong Zhou, Youlong Wu, Liqun Fu
Latency Minimization for Wireless Federated Learning With Heterogeneous Local Model Updates. IEEE Internet Things J. 11 (1) (2024)
Jingwen Tong, Xinran Li, Liqun Fu, Jun Zhang, Khaled B. Letaief
A Federated Online Restless Bandit Framework for Cooperative Resource Allocation. CoRR (2024)
Xiaowen Ye, Qian Zhou, Liqun Fu
Deep Reinforcement Learning-Based Scheduling for NR-U/WiGig Coexistence in Unlicensed mmWave Bands. IEEE Trans. Wirel. Commun. 23 (1) (2024)
Dongsheng Fu, Xintong Chen, Jiangbin Lyu, Liqun Fu
Site-Specific Deployment Optimization of Intelligent Reflecting Surface for Coverage Enhancement. CoRR (2024)
Jingyang Zhu, Yuanming Shi, Min Fu, Yong Zhou, Youlong Wu, Liqun Fu
Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates. WCNC (2023)
Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang
Machine Learning for Large-Scale Optimization in 6G Wireless Networks. IEEE Commun. Surv. Tutorials 25 (4) (2023)
Yong Zhou, Yuanming Shi, Haibo Zhou, Jingjing Wang, Liqun Fu, Yang Yang
Towards Scalable Wireless Federated Learning: Challenges and Solutions. CoRR (2023)
Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang
Machine Learning for Large-Scale Optimization in 6G Wireless Networks. CoRR (2023)
Anqi Xue, Weipeng Wang, Liqun Fu
Deep-Unfolding Aided Hybrid Precoding Design Based on Penalty Dual Decomposition for Full-Duplex mmWave System. GLOBECOM (2023)
Xintong Chen, Jiangbin Lyu, Liqun Fu
IRS-Aided Sectorized Base Station Design and 3D Coverage Performance Analysis. IWQoS (2023)
Jiajie Huang, Xiaowen Ye, Liqun Fu
MAC Protocol for Underwater Acoustic Multi-Cluster Networks Based on Multi-Agent Reinforcement Learning. WUWNet (2023)
Hao Chen, Peng Liu, Lizhao You, Ziyang Guo, Jiajun Luo, Xinghua Sun, Taotao Wang, Liqun Fu
Deep Reinforcement Learning based Dynamic Channel Bonding for Wi-Fi Networks. ISPA/BDCloud/SocialCom/SustainCom (2023)
Yong Zhou, Yuanming Shi, Haibo Zhou, Jingjing Wang, Liqun Fu, Yang Yang
Toward Scalable Wireless Federated Learning: Challenges and Solutions. IEEE Internet Things Mag. 6 (4) (2023)
Shengbo Liu, Liqun Fu
Improving End-to-end Throughput in Multi-Hop Wireless Networks With Cut-Through Capability. IEEE Trans. Mob. Comput. 22 (3) (2023)
Yan Zhong, Hao Chen, Wei Liu, Lizhao You, Taotao Wang, Liqun Fu
Deep Reinforcement Learning based Channel Allocation for Channel Bonding Wi-Fi Networks. MSN (2023)
Xiaowen Ye, Yiding Yu, Liqun Fu
Deep Reinforcement Learning Based Link Adaptation Technique for LTE/NR Systems. IEEE Trans. Veh. Technol. 72 (6) (2023)
Jiangbin Lyu, Xu Chen, Jiefeng Zhang, Liqun Fu
Spatial Deep Learning for Site-Specific Movement Optimization of Aerial Base Stations. CoRR (2023)
Shengbo Liu, Wen Wu, Liqun Fu, Kaige Qu, Qiang Ye, Weihua Zhuang, Sherman X. Shen
Millimeter Wave Full-Duplex Networks: MAC Design and Throughput Optimization. CoRR (2023)
Wenjun Xie, Enqi Zhang, Lizhao You, Deqing Wang, Zhaorui Wang, Liqun Fu
Combating Multi-path Interference to Improve Chirp-based Underwater Acoustic Communication. CoRR (2023)
Hao Chen, Yili Jin, Weipeng Wang, Wei Liu, Lizhao You, Liqun Fu, Qiao Xiang
When Configuration Verification Meets Machine Learning: A DRL Approach for Finding Minimum k-Link Failures. APNOMS (2023)
Xintong Chen, Jiangbin Lyu, Liqun Fu
IRS-Aided Sectorized Base Station Design and 3D Coverage Performance Analysis. CoRR (2023)
Jingwen Tong, Liqun Fu, Yizhe Wang, Zhu Han
Model-Based Thompson Sampling for Frequency and Rate Selection in Underwater Acoustic Communications. IEEE Trans. Wirel. Commun. 22 (10) (2023)
Jiangbin Lyu, Dan Yu, Liqun Fu
Analysis and Optimization for Large-Scale LoRa Networks: Throughput Fairness and Scalability. IEEE Internet Things J. 9 (12) (2022)
Zhenzhen Chen, Jingwen Tong, Liqun Fu, Zhu Han
Over-the-Air Computing Aided Federated Learning and Analytics via Belief Propagation Based Stochastic Bandits. ICC (2022)
Xiaowen Ye, Yiding Yu, Liqun Fu
Multi-Channel Opportunistic Access for Heterogeneous Networks Based on Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. 21 (2) (2022)
Zhirong Tang, Lizhao You, Haipeng Dai, Liqun Fu
Quick and Reliable Physical-layer Data Aggregation in LoRa through Multi-Packet Reception. SECON (2022)
Lizhao You, Zhirong Tang, Pengbo Wang, Zhaorui Wang, Haipeng Dai, Liqun Fu
Quick and Reliable LoRa Physical-layer Data Aggregation through Multi-Packet Reception. CoRR (2022)
Yifan Zhang, Jiangbin Lyu, Liqun Fu
Energy-Efficient Trajectory Design for UAV-Aided Maritime Data Collection in Wind. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Jingwen Tong, Hongliang Zhang, Liqun Fu, Amir Leshem, Zhu Han
Two-Stage Resource Allocation in Reconfigurable Intelligent Surface Assisted Hybrid Networks via Multi-player Bandits. IEEE Trans. Commun. 70 (5) (2022)
Xinbo Zhao, Lizhao You, Rui Cao, Yulin Shao, Liqun Fu
Broadband Digital Over-the-Air Computation for Asynchronous Federated Edge Learning. ICC (2022)
Jingwen Tong, Liqun Fu, Zhu Han
Age-of-Information Oriented Scheduling for Multichannel IoT Systems With Correlated Sources. IEEE Trans. Wirel. Commun. 21 (11) (2022)
Lizhao You, Xinbo Zhao, Rui Cao, Yulin Shao, Liqun Fu
Broadband Digital Over-the-Air Computation for Wireless Federated Edge Learning. CoRR (2022)
Zhibin Wang, Jiahang Qiu, Yong Zhou, Yuanming Shi, Liqun Fu, Wei Chen, Khaled B. Letaief
Federated Learning via Intelligent Reflecting Surface. IEEE Trans. Wirel. Commun. 21 (2) (2022)
Qian Zhou, Xiaowen Ye, Liqun Fu
Deep Reinforcement Learning Based Scheduling Scheme for the NR-U/WiGig Coexistence in Unlicensed mmWave Bands. ICC (2022)
Xiaowen Ye, Yiding Yu, Liqun Fu
Deep Reinforcement Learning Based MAC Protocol for Underwater Acoustic Networks. IEEE Trans. Mob. Comput. 21 (5) (2022)
Bifeng Ling, Jiangbin Lyu, Liqun Fu
Placement Optimization and Power Control in Intelligent Reflecting Surface Aided Multiuser System. CoRR (2021)
Zhaoxi Wu, Liqun Fu
Optimizing job completion time with fairness in large-scale data centers. Future Gener. Comput. Syst. 114 (2021)
Jingwen Tong, Liqun Fu, Zhu Han
Throughput Enhancement of Full-Duplex CSMA Networks Using Multiplayer Bandits. IEEE Internet Things J. 8 (15) (2021)
Yifan Zhang, Jiangbin Lyu, Liqun Fu
Energy-Efficient Trajectory Design for UAV-Aided Maritime Data Collection in Wind. CoRR (2021)
Tongtong Lin, Jiahang Qiu, Liqun Fu
Online Learning and Resource Allocation for User Experience Improvement in Mobile Edge Clouds. ICC (2021)
Bifeng Ling, Jiangbin Lyu, Liqun Fu
Placement Optimization and Power Control in Intelligent Reflecting Surface Aided Multiuser System. GLOBECOM (2021)
Xinbo Zhao, Lizhao You, Rui Cao, Yulin Shao, Liqun Fu
Broadband Digital Over-the-Air Computation for Asynchronous Federated Edge Learning. CoRR (2021)
Kaiqi Zhong, Liqun Fu
Optimal Throughput of the Full-Duplex Two-Way Relay System with Energy Harvesting. VTC Fall (2021)
Xinglong Han, Shengbo Liu, Liqun Fu
Hybrid Beamforming for Full-Duplex Enabled Cellular System in the Unlicensed mmWave Band. GLOBECOM (2021)
Shijun Lin, Haichuan Ding, Liqun Fu, Yuguang Fang, Jianghong Shi
Energy Minimization of Multi-Cell Cognitive Capacity Harvesting Networks With Neighbor Resource Sharing. IEEE Trans. Wirel. Commun. 19 (5) (2020)
Kai Yang, Yuanming Shi, Yong Zhou, Zhanpeng Yang, Liqun Fu, Wei Chen
Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface. CoRR (2020)
Jiangbin Lyu, Dan Yu, Liqun Fu
Achieving Max-Min Throughput in LoRa Networks. ICNC (2020)
Yifan Zhang, Jiangbin Lyu, Liqun Fu
Energy-Efficient Cyclical Trajectory Design for UAV-Aided Maritime Data Collection in Wind. CoRR (2020)
Xiaowen Ye, Yiding Yu, Liqun Fu
The optimal network throughputs when the model-aware node coexists with other nodes using different MAC protocols. CoRR (2020)
Zhibin Wang, Jiahang Qiu, Yong Zhou, Yuanming Shi, Liqun Fu, Wei Chen, Khaled B. Letaief
Federated Learning via Intelligent Reflecting Surface. CoRR (2020)
Yifan Zhang, Jiangbin Lyu, Liqun Fu
Energy-Efficient Cyclical Trajectory Design for UAV-Aided Maritime Data Collection in Wind. GLOBECOM (2020)
Jingwen Tong, Shuyue Lai, Liqun Fu, Zhu Han
Optimal Frequency and Rate Selection Using Unimodal Objective Based Thompson Sampling Algorithm. ICC (2020)
Jin Qiu, Jiangbin Lyu, Liqun Fu
Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning. ICC (2020)
Xiaowen Ye, Yiding Yu, Liqun Fu
MAC Protocol for Multi-channel Heterogeneous Networks Based on Deep Reinforcement Learning. GLOBECOM (2020)
Kai Yang, Yuanming Shi, Yong Zhou, Zhanpeng Yang, Liqun Fu, Wei Chen
Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface. IEEE Netw. 34 (5) (2020)
Yufang Huang, Shengbo Liu, Liqun Fu
Balancing Hidden-node and Exposed-node Problems in Full-duplex Enabled CSMA Networks. GLOBECOM (Workshops) (2020)
Shengbo Liu, Liqun Fu
End-to-end Throughput Optimization in Multi-hop Wireless Networks with Cut-through Capability. WCNC (2020)
Dongbin Jiao, Peng Yang, Liqun Fu, Liangjun Ke, Ke Tang
Optimal Energy-Delay Scheduling for Energy-Harvesting WSNs With Interference Channel via Negatively Correlated Search. IEEE Internet Things J. 7 (3) (2020)
Jiangbin Lyu, Dan Yu, Liqun Fu
Analysis and Optimization for Large-Scale LoRa Networks: Throughput Fairness and Scalability. CoRR (2020)
Shengbo Liu, Liqun Fu, Wei Xie
Hidden-Node Problem in Full-Duplex Enabled CSMA Networks. IEEE Trans. Mob. Comput. 19 (2) (2020)
Jingwen Tong, Liqun Fu, Zhu Han
Throughput Enhancement of Full-Duplex CSMA Networks via Adversarial Multi-Player Multi-Armed Bandit. GLOBECOM (2019)
Deqing Wang, Haiyu Li, Yongjun Xie, Xiaoyi Hu, Liqun Fu
Channel-Adaptive Location-Assisted Wake-up Signal Detection Approach Based on LFM Over Underwater Acoustic Channels. IEEE Access 7 (2019)
Kaiqi Zhong, Liqun Fu
Optimal Throughput of the ANC Based Two-Way Relay System with Energy Harvesting. VTC Fall (2019)
Jiangbin Lyu, Dan Yu, Liqun Fu
Achieving Max-Min Throughput in LoRa Networks. CoRR (2019)
Dongbin Jiao, Peng Yang, Liqun Fu, Liangjun Ke, Ke Tang
Optimal Energy-Delay Scheduling for Energy Harvesting WSNs via Negatively Correlated Search. ICC (2019)
Jin Qiu, Jiangbin Lyu, Liqun Fu
Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning. CoRR (2019)
Shengbo Liu, Liqun Fu
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 45 (11A) (2018)
Shijun Lin, Liqun Fu, Kewei Li, Yong Li
Sum-Rate Optimization for Device-to-Device Communications over Rayleigh Fading Channel. VTC Spring (2017)
Demia Della Penda, Liqun Fu, Mikael Johansson
Energy Efficient D2D Communications in Dynamic TDD Systems. IEEE Trans. Commun. 65 (3) (2017)
Shijun Lin, Liqun Fu, Yong Li
Energy Saving With Network Coding Design Over Rayleigh Fading Channel. IEEE Trans. Wirel. Commun. 16 (7) (2017)
Haifeng Cao, Liqun Fu, Hongning Dai
Throughput analysis of the two-way relay system with network coding and energy harvesting. ICC (2017)
Shijun Lin, Liqun Fu, Jianmin Xie, Xijun Wang
Hybrid Network Coding for Unbalanced Slotted ALOHA Relay Networks. IEEE Trans. Wirel. Commun. 15 (1) (2016)
Shijun Lin, Liqun Fu
Throughput Capacity of IEEE 802.11 Many-to/From-One Bidirectional Networks With Physical-Layer Network Coding. IEEE Trans. Wirel. Commun. 15 (1) (2016)
Shijun Lin, Liqun Fu
Energy conservation of bidirectional cellular relay network over Rayleigh fading channel. INFOCOM Workshops (2016)
Demia Della Penda, Liqun Fu, Mikael Johansson
Mode selection for energy efficient D2D communications in dynamic TDD systems. ICC (2015)
Liqun Fu, Mikael Johansson, Mats Bengtsson
Energy Efficient Transmissions in Cognitive MIMO Systems With Multiple Data Streams. IEEE Trans. Wirel. Commun. 14 (9) (2015)
Hongning Dai, Raymond Chi-Wing Wong, Wei Zhang, Liqun Fu
On percolation connectivity of large scale wireless networks with directional antennas. PIMRC (2015)
Demia Della Penda, Liqun Fu, Mikael Johansson
Energy efficient D2D communications in dynamic TDD systems. CoRR (2015)
Liqun Fu, Soung Chang Liew, Jianwei Huang
Effective Carrier Sensing in CSMA Networks under Cumulative Interference. IEEE Trans. Mob. Comput. 12 (4) (2013)
Shijun Lin, Liqun Fu
Unsaturated Throughput Analysis of Physical-Layer Network Coding Based on IEEE 802.11 Distributed Coordination Function. IEEE Trans. Wirel. Commun. 12 (11) (2013)
Liqun Fu, Ying Jun (Angela) Zhang, Jianwei Huang
Energy Efficient Transmissions in MIMO Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 31 (11) (2013)
Liqun Fu, Ying Jun Zhang, Jianwei Huang
Energy efficient transmissions in MIMO cognitive radio networks. CISS (2012)
Hong-Ning Dai, Soung Chang Liew, Liqun Fu
Link scheduling in multi-transmit-receive wireless networks. LCN (2011)
Hong-Ning Dai, Soung Chang Liew, Liqun Fu
Link Scheduling in Multi-Transmit-Receive Wireless Networks CoRR (2011)
Liqun Fu, Hongseok Kim, Jianwei Huang, Soung Chang Liew, Mung Chiang
Energy Conservation and Interference Mitigation: From Decoupling Property to Win-Win Strategy. IEEE Trans. Wirel. Commun. 10 (11) (2011)
Liqun Fu, Soung Chang Liew, Jianwei Huang
Effective Carrier Sensing in CSMA Networks under Cumulative Interference. INFOCOM (2010)
Wei Xie, Ying Jun (Angela) Zhang, Mihail L. Sichitiu, Liqun Fu, Yan Yao
Feasibility of optimally assigning channels by exhaustive search in commercial multi-radio wireless mesh networks. Telecommun. Syst. 44 (1-2) (2010)
Liqun Fu, Hongseok Kim, Jianwei Huang, Soung Chang Liew, Mung Chiang
Energy conservation and interference mitigation: From decoupling property to win-win strategy. CDC (2010)
Liqun Fu, Soung Chang Liew, Jianwei Huang
Fast algorithms for joint power control and scheduling in wireless networks. IEEE Trans. Wirel. Commun. 9 (3) (2010)
Liqun Fu, Soung Chang Liew, Jianwei Huang
Safe Carrier Sensing Range in CSMA Network under Physical Interference Model CoRR (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Liqun Fu