Modeling and Analysis of D2D Millimeter-Wave Networks With Poisson Cluster Processes. - Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Commun., 2017)

A Unified Spatial Framework for Clustered UAV Networks Based on Stochastic Geometry. - Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan; George K. Karagiannidis (GLOBECOM, 2018)

Exploiting Multiple Access in Clustered Millimeter Wave Networks: NOMA or OMA? - Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (ICC, 2018)

Modeling and Analysis of mmWave Communications in Cache-Enabled HetNets. - Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (ICC, 2018)

Modeling and Analysis of Clustered D2D Millimeter-Wave Communications. - Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (ICNC, 2018)

Cache-Enabled HetNets With Millimeter Wave Small Cells. - Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Commun., 2018)

Coverage Analysis for mmWave-Enabled V2X Networks via Stochastic Geometry. - Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (GLOBECOM, 2019)

Modeling and Coverage Analysis of Downlink UAV Networks with MmWave Communications. - Wenqiang Yi; Yuanwei Liu; Maged Elkashlan; Arumugam Nallanathan (ICC Workshops, 2019)

Modeling and Analysis of MmWave V2X Networks With Vehicular Platoon Systems. - Wenqiang Yi; Yuanwei Liu; Yansha Deng; Arumugam Nallanathan; Robert W. Heath Jr. (IEEE J. Sel. Areas Commun., 2019)

A Unified Spatial Framework for UAV-Aided MmWave Networks. - Wenqiang Yi; Yuanwei Liu; Eliane L. Bodanese; Arumugam Nallanathan; George K. Karagiannidis (IEEE Trans. Commun., 2019)

Clustered Millimeter-Wave Networks With Non-Orthogonal Multiple Access. - Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan; Maged Elkashlan (IEEE Trans. Commun., 2019)

Downlink Analysis for Reconfigurable Intelligent Surfaces Aided NOMA Networks. - Chao Zhang 048; Wenqiang Yi; Yuanwei Liu; Zhijin Qin; Kok Keong Chai (GLOBECOM, 2020)

Reinforcement Learning for User Clustering in NOMA-Enabled Uplink IoT. - Waleed Ahsan; Wenqiang Yi; Yuanwei Liu; Zhijin Qin; Arumugam Nallanathan (ICC Workshops, 2020)

Reconfigurable Intelligent Surfaces Aided Multi-Cell NOMA Networks: A Stochastic Geometry Model. - Chao Zhang 048; Wenqiang Yi; Yuanwei Liu (CoRR, 2020)

Multiple Transmit Power Levels based NOMA for Massive Machine-type Communications. - Wenqiang Yi; Wenjuan Yu 001; Yuanwei Liu; Chuan Heng Foh; Zhiguo Ding 001; Arumugam Nallanathan (CoRR, 2020)

Coverage Analysis of mmWave Networks With Cooperative NOMA Systems. - Huailong Shen; Wenqiang Yi; Zhijin Qin; Yuanwei Liu; Fei Li 014; Arumugam Nallanathan (IEEE Commun. Lett., 2020)

Clustered UAV Networks With Millimeter Wave Communications: A Stochastic Geometry View. - Wenqiang Yi; Yuanwei Liu; Yansha Deng; Arumugam Nallanathan (IEEE Trans. Commun., 2020)

Reliable Reinforcement Learning Based NOMA Schemes for URLLC. - Waleed Ahsan; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (GLOBECOM, 2021)

Simultaneously Transmitting And Reflecting RIS Aided NOMA With Randomly Deployed Users. - Chao Zhang 048; Wenqiang Yi; Kaifeng Han; Yuanwei Liu; Zhiguo Ding 001; Marco Di Renzo (GLOBECOM, 2021)

Transmit Power Pool Design for Uplink IoT Networks with Grant-free NOMA. - Muhammad Fayaz; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (ICC, 2021)

Multi-cell NOMA: Coherent Reconfigurable Intelligent Surfaces Model With Stochastic Geometry. - Chao Zhang 048; Wenqiang Yi; Yuanwei Liu; Qiang Wang 007 (ICC, 2021)

Application of NOMA in 6G Networks: Future Vision and Research Opportunities for Next Generation Multiple Access. - Yuanwei Liu; Wenqiang Yi; Zhiguo Ding 001; Xiao Liu 018; Octavia A. Dobre; Naofal Al-Dhahir (CoRR, 2021)

Modeling and Coverage Analysis for RIS-aided NOMA Transmissions in Heterogeneous Networks. - Ziyi Xie; Wenqiang Yi; Xuanli Wu; Yuanwei Liu; Arumugam Nallanathan (CoRR, 2021)

Competitive MA-DRL for Transmit Power Pool Design in Semi-Grant-Free NOMA Systems. - Muhammad Fayaz; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (CoRR, 2021)

STAR-RIS Aided NOMA in Multi-Cell Networks: A General Analytical Framework with Gamma Distributed Channel Modeling. - Ziyi Xie; Wenqiang Yi; Xuanli Wu; Yuanwei Liu; Arumugam Nallanathan (CoRR, 2021)

Signal Fractions Analysis and Safety-Distance Modeling in V2V Inter-Lane Communications. - Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (IEEE Commun. Lett., 2021)

Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach. - Waleed Ahsan; Wenqiang Yi; Zhijin Qin; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Wirel. Commun., 2021)

Transmit Power Pool Design for Grant-Free NOMA-IoT Networks via Deep Reinforcement Learning. - Muhammad Fayaz; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Wirel. Commun., 2021)

Semi-Grant-Free NOMA: Ergodic Rates Analysis With Random Deployed Users. - Chao Zhang 048; Yuanwei Liu; Wenqiang Yi; Zhijin Qin; Zhiguo Ding 001 (IEEE Wirel. Commun. Lett., 2021)

Multi-Agent DRL for Mitigating Power Collisions in SGF-NOMA Systems. - Muhammad Fayaz; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (GLOBECOM, 2022)

Throughput Optimization for SGF-NOMA via Distributed DRL with Prioritized Experience Replay. - Muhammad Fayaz; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (ICC, 2022)

Semi-Integrated-Sensing-and-Communication (Semi-ISaC) Networks Assisted by NOMA. - Chao Zhang 048; Wenqiang Yi; Yuanwei Liu (ICC, 2022)

Multi-objective Optimization of Energy and Latency in URLLC-enabled Wireless VR Networks. - Xinyu Gao; Yixuan Zou; Wenqiang Yi; Jiaqi Xu; Ruiqi Liu; Yuanwei Liu (ISWCS, 2022)

Secrecy Performance of RIS Aided NOMA Networks. - Yingjie Pei; Xinwei Yue; Wenqiang Yi; Yuanwei Liu; Xuehua Li; Zhiguo Ding 001 (VTC Fall, 2022)

Federated Learning for Energy-limited Wireless Networks: A Partial Model Aggregation Approach. - Zhixiong Chen 003; Wenqiang Yi; Arumugam Nallanathan; Geoffrey Ye Li (CoRR, 2022)

Ergodic Rate Analysis of STAR-RIS Aided NOMA Systems. - Boqun Zhao; Chao Zhang 048; Wenqiang Yi; Yuanwei Liu (IEEE Commun. Lett., 2022)

Dynamic Task Software Caching-Assisted Computation Offloading for Multi-Access Edge Computing. - Zhixiong Chen 003; Wenqiang Yi; Atm Shafiul Alam; Arumugam Nallanathan (IEEE Trans. Commun., 2022)

STAR-RIS Aided NOMA in Multicell Networks: A General Analytical Framework With Gamma Distributed Channel Modeling. - Ziyi Xie; Wenqiang Yi; Xuanli Wu; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Commun., 2022)

Two Time-Scale Caching Placement and User Association in Dynamic Cellular Networks. - Tiankui Zhang; Yue Wang 019; Wenqiang Yi; Yuanwei Liu; Chunyan Feng; Arumugam Nallanathan (IEEE Trans. Commun., 2022)

Joint Optimization of Caching Placement and Trajectory for UAV-D2D Networks. - Tiankui Zhang; Yi Wang 092; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Commun., 2022)

Reconfigurable Intelligent Surfaces Aided Multi-Cell NOMA Networks: A Stochastic Geometry Model. - Chao Zhang 048; Wenqiang Yi; Yuanwei Liu; Kun Yang 001; Zhiguo Ding 001 (IEEE Trans. Commun., 2022)

A Reliable Reinforcement Learning for Resource Allocation in Uplink NOMA-URLLC Networks. - Waleed Ahsan; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Wirel. Commun., 2022)

STAR-IOS Aided NOMA Networks: Channel Model Approximation and Performance Analysis. - Chao Zhang 048; Wenqiang Yi; Yuanwei Liu; Zhiguo Ding 001; Lingyang Song (IEEE Trans. Wirel. Commun., 2022)

Developing NOMA to Next Generation Multiple Access: Future Vision and Research Opportunities. - Yuanwei Liu; Wenqiang Yi; Zhiguo Ding 001; Xiao Liu 018; Octavia A. Dobre; Naofal Al-Dhahir (IEEE Wirel. Commun., 2022)

Downlink Multi-RIS Aided Transmission in Backhaul Limited Networks. - Ziyi Xie; Wenqiang Yi; Xuanli Wu; Yuanwei Liu; Arumugam Nallanathan (IEEE Wirel. Commun. Lett., 2022)

Efficient Wireless Federated Learning with Adaptive Model Pruning. - Zhixiong Chen 003; Wenqiang Yi; Sangarapillai Lambotharan; Arumugam Nallanathan (GLOBECOM, 2023)

Secrecy Performance Analysis in STAR-RIS-Aided NOMA Networks. - Ziyi Xie; Yuanwei Liu; Wenqiang Yi; Xuanli Wu; Arumugam Nallanathan (GLOBECOM, 2023)

Exploiting Index Modulation for Enhanced NOMA. - Ziyi Xie; Wenqiang Yi; Xuanli Wu; Yuanwei Liu; Arumugam Nallanathan (GLOBECOM, 2023)

Communication-Efficient Federated Learning with Heterogeneous Devices. - Zhixiong Chen 003; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (ICC, 2023)

Is Partial Model Aggregation Energy-Efficient for Federated Learning Enabled Wireless Networks? - Zhixiong Chen 003; Wenqiang Yi; Arumugam Nallanathan; Geoffrey Ye Li (ICC, 2023)

Adaptive NGMA Scheme for IoT Networks: A Deep Reinforcement Learning Approach. - Yixuan Zou; Wenqiang Yi; Xiaodong Xu 001; Yue Liu 001; Kok Keong Chai; Yuanwei Liu (ICC, 2023)

Convergence Analysis for Wireless Federated Learning with Gradient Recycling. - Zhixiong Chen 003; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (IWCMC, 2023)

Coverage and Capacity Optimization in STAR-RISs Assisted Networks: A Machine Learning Approach. - Xinyu Gao; Wenqiang Yi; Alexandros Agapitos; Hao Wang; Yuanwei Liu (WCNC, 2023)

Physical Layer Security for STAR-RIS-NOMA in Large-Scale Networks. - Ziyi Xie; Yuanwei Liu; Wenqiang Yi; Xuanli Wu; Arumugam Nallanathan (CoRR, 2023)

Multi-Objective Optimisation of URLLC-Based Metaverse Services. - Xinyu Gao; Wenqiang Yi; Yuanwei Liu; Lajos Hanzo (CoRR, 2023)

Knowledge-Aided Federated Learning for Energy-Limited Wireless Networks. - Zhixiong Chen 003; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Commun., 2023)

Semi-Integrated-Sensing-and-Communication (Semi-ISaC): From OMA to NOMA. - Chao Zhang 048; Wenqiang Yi; Yuanwei Liu; Lajos Hanzo (IEEE Trans. Commun., 2023)

Cache-Enabled UAV Emergency Communication Networks: Performance Analysis With Stochastic Geometry. - Congshan Fan; Xu Zhou; Tiankui Zhang; Wenqiang Yi; Yuanwei Liu (IEEE Trans. Veh. Technol., 2023)

Secrecy Outage Probability Analysis for Downlink RIS-NOMA Networks With On-Off Control. - Yingjie Pei; Xinwei Yue; Wenqiang Yi; Yuanwei Liu; Xuehua Li; Zhiguo Ding 001 (IEEE Trans. Veh. Technol., 2023)

Multi-Objective Optimization of URLLC-Based Metaverse Services. - Xinyu Gao; Wenqiang Yi; Yuanwei Liu; Lajos Hanzo (IEEE Trans. Commun., 2023)

DRL Enabled Coverage and Capacity Optimization in STAR-RIS-Assisted Networks. - Xinyu Gao; Wenqiang Yi; Yuanwei Liu; Jianhua Zhang 001; Ping Zhang 003 (IEEE Trans. Commun., 2023)

Intelligent Trajectory Design for RIS-NOMA Aided Multi-Robot Communications. - Xinyu Gao; Xidong Mu; Wenqiang Yi; Yuanwei Liu (IEEE Trans. Wirel. Commun., 2023)

Gradient Compensation Enabled Federated Learning for Unreliable Wireless Links. - Zhixiong Chen 003; Wenqiang Yi; Yun Hee Kim; Arumugam Nallanathan (GLOBECOM, 2024)

Heterogeneity-Aware Client Scheduling for Split Federated Learning in Resource-Scarce Networks. - Chunfeng Xie; Zhixiong Chen 003; Wenqiang Yi; Hyundong Shin; Arumugam Nallanathan (GLOBECOM (Workshops), 2024)

Multi-Agent Reinforcement Learning-Based Digital Twin Migration Over Wireless Networks. - Zhixiong Chen 003; Wenqiang Yi; Arumugam Nallanathan (ICC, 2024)

Semi-Supervised Multi-modal Sensor Fusion Framework for In-Vehicle Networks. - Zijian Zheng 005; Wenqiang Yi; Arumugam Nallanathan (MobiArch, 2024)

Fast Wireless Federated Learning with Adaptive Synchronous Degree Control. - Zhixiong Chen 003; Wenqiang Yi; Hyundong Shin; Arumugam Nallanathan (VTC Spring, 2024)

Distributed Digital Twin Migration in Multi-Tier Computing Systems. - Zhixiong Chen 003; Wenqiang Yi; Arumugam Nallanathan; Jonathon A. Chambers (IEEE J. Sel. Top. Signal Process., 2024)

Exploring Representativity in Device Scheduling for Wireless Federated Learning. - Zhixiong Chen 003; Wenqiang Yi; Arumugam Nallanathan (IEEE Trans. Wirel. Commun., 2024)

Is the Envelope Beneficial to Non-Orthogonal Multiple Access? - Ziyi Xie; Wenqiang Yi; Xuanli Wu; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Commun., 2024)

Toward Autonomous Power Control in Semi-Grant-Free NOMA Systems: A Power Pool-Based Approach. - Muhammad Fayaz; Wenqiang Yi; Yuanwei Liu; Subramaniam Thayaparan; Arumugam Nallanathan (IEEE Trans. Commun., 2024)

Physical Layer Security for STAR-RIS-NOMA: A Stochastic Geometry Approach. - Ziyi Xie; Yuanwei Liu; Wenqiang Yi; Xuanli Wu; Arumugam Nallanathan (IEEE Trans. Wirel. Commun., 2024)

Cost-Efficient Cooperative Video Caching Over Edge Networks. - Bingjie Zhu; Liqiang Zhao; Wenqiang Yi; Zhixiong Chen 003; Arumugam Nallanathan (IEEE Internet Things J., 2024)

Adaptive Model Pruning for Communication and Computation Efficient Wireless Federated Learning. - Zhixiong Chen 003; Wenqiang Yi; Hyundong Shin; Arumugam Nallanathan (IEEE Trans. Wirel. Commun., 2024)

Federated Contrastive Learning for Personalized Semantic Communication. - Yining Wang; Wanli Ni; Wenqiang Yi; Xiaodong Xu 001; Ping Zhang 003; Arumugam Nallanathan (IEEE Commun. Lett., 2024)

Robust Federated Learning for Unreliable and Resource-Limited Wireless Networks. - Zhixiong Chen 003; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (IEEE Trans. Wirel. Commun., 2024)

NOMA for Multi-Cell RIS Networks: A Stochastic Geometry Model. - Chao Zhang 048; Wenqiang Yi; Yuanwei Liu; Zheng Ma 001; Xingqi Zhang (IEEE Trans. Wirel. Commun., 2024)

AI-Enhanced Integrated Sensing and Communications: Advancements, Challenges, and Prospects. - Nan Wu 002; Rongkun Jiang; Xinyi Wang 002; Lyuxiao Yang; Kecheng Zhang; Wenqiang Yi; Arumugam Nallanathan (IEEE Commun. Mag., 2024)

Efficient Wireless Federated Learning With Partial Model Aggregation. - Zhixiong Chen 003; Wenqiang Yi; Hyundong Shin; Arumugam Nallanathan; Geoffrey Ye Li (IEEE Trans. Commun., 2024)

STAR-RIS Aided INAC in Urban Canyon Scenarios. - Tianwei Hou; Da Guan; Xin Sun 008; Anna Li; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (WCNC, 2025)

Adaptive Semi-Asynchronous Federated Learning Over Wireless Networks. - Zhixiong Chen 003; Wenqiang Yi; Hyundong Shin; Arumugam Nallanathan (IEEE Trans. Commun., 2025)

Tackling Class Imbalance and Client Heterogeneity for Split Federated Learning in Wireless Networks. - Chunfeng Xie; Zhixiong Chen 003; Wenqiang Yi; Hyundong Shin; Arumugam Nallanathan (IEEE Trans. Wirel. Commun., 2025)

Reconfigurable Intelligent Surface aided Integrated-Navigation-and-Communication in Urban Canyons: A Satellite Selection Approach. - Tianwei Hou; Da Guan; Xin Sun 008; Anna Li; Wenqiang Yi; Yuanwei Liu; Arumugam Nallanathan (CoRR, 2025)