Energy saving through a learning framework in greener cellular radio access networks. - Rongpeng Li; Zhifeng Zhao; Xianfu Chen; Honggang Zhang 001 (GLOBECOM, 2012)

GM-PAB: A grid-based energy saving scheme with predicted traffic load guidance for cellular networks. - Rongpeng Li; Zhifeng Zhao; Yan Wei; Xuan Zhou 005; Honggang Zhang 001 (ICC, 2012)

The predictability of cellular networks traffic. - Xuan Zhou 005; Zhifeng Zhao; Rongpeng Li; Yifan Zhou; Honggang Zhang 001 (ISCIT, 2012)

Compressive sensing based overhead reduction scheme in multi-antenna downlink management. - Jianxiong Jin; Zhifeng Zhao; Rongpeng Li; Honggang Zhang 001 (WCSP, 2013)

Downlink interference minimization in cooperative cognitive LTE-femtocell networks. - Xin Tao; Zhifeng Zhao; Rongpeng Li; Jacques Palicot; Honggang Zhang 001 (EURASIP J. Wirel. Commun. Netw., 2013)

Human Mobility Patterns in Cellular Networks. - Xuan Zhou 005; Zhifeng Zhao; Rongpeng Li; Yifan Zhou; Jacques Palicot; Honggang Zhang 001 (IEEE Commun. Lett., 2013)

An approximate algorithm of controller configuration in multi-domain SDN architecture. - Gang Wang 041; Zhifeng Zhao; Jialiang Peng; Rongpeng Li; Honggang Zhang 001 (ChinaCom, 2014)

Characterizing spatial patterns of base stations in cellular networks. - Qianlan Ying; Zhifeng Zhao; Yifan Zhou; Rongpeng Li; Xuan Zhou 005; Honggang Zhang 001 (ICCC, 2014)

Service-oriented cross-layer management for software-defined cellular networks. - Xuan Zhou 005; Zhifeng Zhao; Rongpeng Li; Yifan Zhou; Honggang Zhang 001 (PIMRC, 2014)

Two-tier spatial modeling of base stations in cellular networks. - Yifan Zhou; Zhifeng Zhao; Qianlan Ying; Rongpeng Li; Xuan Zhou 005; Honggang Zhang 001 (PIMRC, 2014)

A game-theoretic approach for optimal base station sleeping in green cellular networks. - Jianchao Zheng; Yueming Cai; Xianfu Chen; Rongpeng Li; Honggang Zhang 001 (WCSP, 2014)

The prediction analysis of cellular radio access network traffic: From entropy theory to networking practice. - Rongpeng Li; Zhifeng Zhao; Xuan Zhou 005; Jacques Palicot; Honggang Zhang 001 (IEEE Commun. Mag., 2014)

Modeling Spatial Distributions of Base Stations in Cellular Networks. - Qianlan Ying; Zhifeng Zhao; Yifan Zhou; Rongpeng Li; Xuan Zhou 005; Honggang Zhang 001 (CoRR, 2014)

Large-scale Spatial Distribution Identification of Base Stations in Cellular Networks. - Yifan Zhou; Zhifeng Zhao; Qianlan Ying; Rongpeng Li; Xuan Zhou 005; Xianfu Chen; Honggang Zhang 001 (CoRR, 2014)

Energy savings scheme in radio access networks via compressive sensing-based traffic load prediction. - Rongpeng Li; Zhifeng Zhao; Xuan Zhou 005; Honggang Zhang 001 (Trans. Emerg. Telecommun. Technol., 2014)

Understanding the Nature of Social Mobile Instant Messaging in Cellular Networks. - Xuan Zhou 005; Zhifeng Zhao; Rongpeng Li; Yifan Zhou; Jacques Palicot; Honggang Zhang 001 (IEEE Commun. Lett., 2014)

Adaptive multi-task compressive sensing for localisation in wireless local area networks. - Rongpeng Li; Zhifeng Zhao; Yuan Zhang; Jacques Palicot; Honggang Zhang 001 (IET Commun., 2014)

Toward 5G: when explosive bursts meet soft cloud. - Xuan Zhou 005; Zhifeng Zhao; Rongpeng Li; Yifan Zhou; Tao Chen 011; Zhisheng Niu; Honggang Zhang 001 (IEEE Netw., 2014)

TACT: A Transfer Actor-Critic Learning Framework for Energy Saving in Cellular Radio Access Networks. - Rongpeng Li; Zhifeng Zhao; Xianfu Chen; Jacques Palicot; Honggang Zhang 001 (IEEE Trans. Wirel. Commun., 2014)

Energy Efficiency Analysis of Heterogeneous Cellular Networks with Downlink and Uplink Decoupling. - Xianzhong Sui; Zhifeng Zhao; Rongpeng Li; Honggang Zhang 001 (GLOBECOM, 2015)

Understanding the Traffic Nature of Mobile Instantaneous Messaging in Cellular Networks: A Revisiting to α-Stable Models. - Rongpeng Li; Zhifeng Zhao; Chen Qi; Xuan Zhou 005; Yifan Zhou; Honggang Zhang 001 (IEEE Access, 2015)

Large-Scale Spatial Distribution Identification of Base Stations in Cellular Networks. - Yifan Zhou; Zhifeng Zhao; Yves Louët; Qianlan Ying; Rongpeng Li; Xuan Zhou 005; Xianfu Chen; Honggang Zhang 001 (IEEE Access, 2015)

On the limits of predictability in real-world radio spectrum state dynamics: from entropy theory to 5G spectrum sharing. - Guoru Ding; Jinlong Wang 001; Qihui Wu 001; Yu-Dong Yao; Rongpeng Li; Honggang Zhang 001; YuLong Zou (IEEE Commun. Mag., 2015)

On the α-Stable Distribution of Base Stations in Cellular Networks. - Yifan Zhou; Rongpeng Li; Zhifeng Zhao; Xuan Zhou 005; Honggang Zhang 001 (IEEE Commun. Lett., 2015)

Optimal Base Station Sleeping in Green Cellular Networks: A Distributed Cooperative Framework Based on Game Theory. - Jianchao Zheng; Yueming Cai; Xianfu Chen; Rongpeng Li; Honggang Zhang 001 (IEEE Trans. Wirel. Commun., 2015)

Energy- and Spectral- Efficiency Tradeoff in Full-Duplex Communications. - Dingzhu Wen; Guanding Yu; Rongpeng Li; Yan Chen 010; Geoffrey Ye Li (GLOBECOM Workshops, 2016)

Binary power control for full-duplex networks. - Rongpeng Li; Yan Chen 010; Yiqun Wu (PIMRC, 2016)

Characterizing and Modeling Social Mobile Data Traffic in Cellular Networks. - Chen Qi; Zhifeng Zhao; Rongpeng Li; Honggang Zhang 001 (VTC Spring, 2016)

Network slicing as a service: enabling enterprises' own software-defined cellular networks. - Xuan Zhou 005; Rongpeng Li; Tao Chen 011; Honggang Zhang 001 (IEEE Commun. Mag., 2016)

Full-Duplex Cellular Networks: It Works! - Rongpeng Li; Yan Chen 010; Geoffrey Ye Li; Guangyi Liu 001 (CoRR, 2016)

The Learning and Prediction of Application-level Traffic Data in Cellular Networks. - Rongpeng Li; Zhifeng Zhao; Jianchao Zheng; Yan Chen 010; Chengli Mei; Yueming Cai; Honggang Zhang 001 (CoRR, 2016)

Not Call Me Cellular Any More: The Emergence of Scaling Law, Fractal Patterns and Small-World in Wireless Networks. - Chao Yuan; Zhifeng Zhao; Rongpeng Li; Meng Li; Honggang Zhang 001 (CoRR, 2016)

A revisiting to queueing theory for mobile instant messaging with keep-alive mechanism in cellular networks. - Lu Fan; Zhifeng Zhao; Chen Qi; Rongpeng Li; Honggang Zhang 001 (ICC, 2017)

Global Energy Management for Propulsion, Thermal Management System of A Series-parallel Hybrid Electric Vehicle . - Xiaoxia Sun; Chunming Shao; Guozhu Wang; Rongpeng Li; Danhua Niu; Jun Shi (VEHITS, 2017)

A Tomography of Full-Duplex Cellular Networks. - Rongpeng Li; Wei Quan; Yan Chen 010; Yiqun Wu (VTC Spring, 2017)

On the Emerging of Scaling Law, Fractality and Small-World in Cellular Networks. - Chao Yuan; Zhifeng Zhao; Rongpeng Li; Meng Li; Honggang Zhang 001 (VTC Spring, 2017)

An intelligent honeynet architecture based on software defined security. - Xiangjun Meng; Zhifeng Zhao; Rongpeng Li; Honggang Zhang 001 (WCSP, 2017)

Joint computation offloading and data caching with delay optimization in mobile-edge computing systems. - Haixia Wang; Rongpeng Li; Lu Fan; Honggang Zhang 001 (WCSP, 2017)

A resource scheduling scheme based on utility function in CoMP environment. - Xing Xu 003; Zhifeng Zhao; Rongpeng Li; Honggang Zhang 001 (WCSP, 2017)

Predictability Analysis of Spectrum State Evolution: Performance Bounds and Real-World Data Analytics. - Jiachen Sun; Liang Shen 001; Guoru Ding; Rongpeng Li; Qihui Wu 001 (IEEE Access, 2017)

The Emergence of Scaling Law, Fractal Patterns and Small-World in Wireless Networks. - Chao Yuan; Zhifeng Zhao; Rongpeng Li; Meng Li; Honggang Zhang 001 (IEEE Access, 2017)

SDN Based VxLAN Optimization in Cloud Computing Networks. - Zhifeng Zhao; Feng Hong; Rongpeng Li (IEEE Access, 2017)

Full-Duplex Cellular Networks. - Rongpeng Li; Yan Chen 010; Geoffrey Ye Li; Guangyi Liu 001 (IEEE Commun. Mag., 2017)

On the Capacity of Fractal Wireless Networks With Direct Social Interactions. - Ying Chen 008; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2017)

A Machine Learning Based Intrusion Detection System for Software Defined 5G Network. - Jiaqi Li 003; Zhifeng Zhao; Rongpeng Li (CoRR, 2017)

On the Capacity of Wireless Networks with Fractal and Hierarchical Social Communications. - Ying Chen 008; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2017)

The Stochastic Geometry Analyses of Cellular Networks with α-Stable Self-Similarity. - Rongpeng Li; Zhifeng Zhao; Yi Zhong 001; Chen Qi; Honggang Zhang 001 (CoRR, 2017)

Cooperation-Based Probabilistic Caching Strategy in Clustered Cellular Networks. - Yifan Zhou; Zhifeng Zhao; Rongpeng Li; Honggang Zhang 001; Yves Louët (IEEE Commun. Lett., 2017)

Temporal-spatial distribution nature of traffic and base stations in cellular networks. - Zhifeng Zhao; Meng Li; Rongpeng Li; Yifan Zhou (IET Commun., 2017)

Full-Duplex Delay Diversity Relay Transmission Using Bit-Interleaved Coded OFDM. - Yuansheng Jin; Xiang-Gen Xia 001; Yan Chen 010; Rongpeng Li (IEEE Trans. Commun., 2017)

The Learning and Prediction of Application-Level Traffic Data in Cellular Networks. - Rongpeng Li; Zhifeng Zhao; Jianchao Zheng; Chengli Mei; Yueming Cai; Honggang Zhang 001 (IEEE Trans. Wirel. Commun., 2017)

Results on Energy- and Spectral-Efficiency Tradeoff in Cellular Networks With Full-Duplex Enabled Base Stations. - Dingzhu Wen; Guanding Yu; Rongpeng Li; Yan Chen 010; Geoffrey Ye Li (IEEE Trans. Wirel. Commun., 2017)

Intelligent 5G: When Cellular Networks Meet Artificial Intelligence. - Rongpeng Li; Zhifeng Zhao; Xuan Zhou 005; Guoru Ding; Yan Chen 010; Zhongyao Wang; Honggang Zhang 001 (IEEE Wirel. Commun., 2017)

On the Capacity of D2D Social Networks With Fractal Communications. - Ying Chen 008; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (ICT, 2018)

Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory. - Yuxiu Hua; Zhifeng Zhao; Zhiming Liu; Xianfu Chen; Rongpeng Li; Honggang Zhang 001 (VTC Fall, 2018)

Robust Relative Fingerprinting-Based Passive Source Localization via Data Cleansing. - Changju Kan; Guoru Ding; Qihui Wu 001; Rongpeng Li; Fei Song 004 (IEEE Access, 2018)

Deep Reinforcement Learning for Resource Management in Network Slicing. - Rongpeng Li; Zhifeng Zhao; Qi Sun 001; Chih-Lin I; Chenyang Yang 001; Xianfu Chen; Minjian Zhao 001; Honggang Zhang 001 (IEEE Access, 2018)

Effect of Spatial and Temporal Traffic Statistics on the Performance of Wireless Networks. - Yi Zhong 001; Gang Wang 041; Rongpeng Li; Tao Han 001; Xiaohu Ge; Tony Q. S. Quek (CoRR, 2018)

Deep Reinforcement Learning for Network Slicing. - Zhifeng Zhao; Rongpeng Li; Qi Sun 001; Chih-Lin I; Chenyang Yang 001; Xianfu Chen; Minjian Zhao 001; Honggang Zhang 001 (CoRR, 2018)

Study on Base Station Topology in Cellular Networks: Take Advantage of Alpha Shapes, Betti Numbers, and Euler Characteristics. - Ying Chen 008; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2018)

Fundamentals on Base Stations in Cellular Networks: From the Perspective of Algebraic Topology. - Ying Chen 008; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2018)

Brain-Inspired Stigmergy Learning. - Xing Hsu; Zhifeng Zhao; Rongpeng Li; Honggang Zhang 001 (CoRR, 2018)

Wireless big data in cellular networks: the cornerstone of smart cities. - Rongpeng Li; Zhifeng Zhao; Chenyang Yang 001; Chunming Wu; Honggang Zhang 001 (IET Commun., 2018)

Machine learning-based IDS for software-defined 5G network. - Jiaqi Li 003; Zhifeng Zhao; Rongpeng Li (IET Networks, 2018)

A testbed for intelligent software defined security framework. - Fan Yang; Shasha Zhang; Shuyu Song; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (ACM TUR-C, 2019)

GAN-Based Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. - Yuxiu Hua; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001; Xianfu Chen (GLOBECOM, 2019)

Statistics-Enhanced Destination Prediction Model for Multi-Users Based on Deep Learning. - Chujie Wang; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (ICCT, 2019)

Demo: The Design and Implementation of Intelligent Software Defined Security Framework. - Shasha Zhang; Shuyu Song; Fan Yang; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (MobiCom, 2019)

Exploring Trajectory Prediction Through Machine Learning Methods. - Chujie Wang; Lin Ma; Rongpeng Li; Tariq S. Durrani; Honggang Zhang 001 (IEEE Access, 2019)

Brain-Inspired Stigmergy Learning. - Xing Xu 003; Zhifeng Zhao; Rongpeng Li; Honggang Zhang 001 (IEEE Access, 2019)

Deep Learning with Long Short-Term Memory for Time Series Prediction. - Yuxiu Hua; Zhifeng Zhao; Rongpeng Li; Xianfu Chen; Zhiming Liu; Honggang Zhang 001 (IEEE Commun. Mag., 2019)

The Collective Intelligence for Advancing 6G Communications. - Rongpeng Li; Zhifeng Zhao; Xing Hsu; Fei Ni; Honggang Zhang 001 (CoRR, 2019)

Stigmergic Independent Reinforcement Learning for Multi-Agent Collaboration. - Xing Xu 003; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2019)

Deep Reinforcement Learning With Discrete Normalized Advantage Functions for Resource Management in Network Slicing. - Chen Qi; Yuxiu Hua; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (IEEE Commun. Lett., 2019)

Multicast scheduling for delay-energy trade-off under bursty request arrivals in cellular networks. - Yifan Zhou; Zhifeng Zhao; Chen Qi; Rongpeng Li; Yves Louët; Jacques Palicot; Honggang Zhang 001 (IET Commun., 2019)

AI-Based Two-Stage Intrusion Detection for Software Defined IoT Networks. - Jiaqi Li 003; Zhifeng Zhao; Rongpeng Li; Honggang Zhang 001 (IEEE Internet Things J., 2019)

The Stochastic Geometry Analyses of Cellular Networks With $ alpha$ -Stable Self-Similarity. - Rongpeng Li; Zhifeng Zhao; Yi Zhong 001; Chen Qi; Honggang Zhang 001 (IEEE Trans. Commun., 2019)

Fundamentals on Base Stations in Urban Cellular Networks: From the Perspective of Algebraic Topology. - Ying Chen 008; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (IEEE Wirel. Commun. Lett., 2019)

Efficient Deep Structure Learning for Resource-Limited IoT Devices. - Shibo Shen; Rongpeng Li; Zhifeng Zhao; Qing Liu; Jing Liang; Honggang Zhang 001 (GLOBECOM, 2020)

Learning to Prune in Training via Dynamic Channel Propagation. - Shibo Shen; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001; Yugeng Zhou (ICPR, 2020)

The implementation of stigmergy in network-assisted multi-agent system. - Kun Chen; Rongpeng Li; Jon Crowcroft; Zhifeng Zhao; Honggang Zhang 001 (MobiCom, 2020)

The Implementation of Asynchronous Advantage Actor-Critic with Stigmergy in Network-assisted Multi-agent System. - Kun Chen; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (WCSP, 2020)

Graph Convolutional Multi-Agent Reinforcement Learning for UAV Coverage Control. - Anna Dai; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (WCSP, 2020)

Evolving Deep Convolutional Neural Network for Intrusion Detection Based on NEAT. - Bingying Su; Rongpeng Li; Honggang Zhang 001 (WPMC, 2020)

Evaluation Mechanism of Collective Intelligence for Heterogeneous Agents Group. - Anna Dai; Zhifeng Zhao; Rongpeng Li; Honggang Zhang 001; Yugeng Zhou (IEEE Access, 2020)

Intelligent Slicing of Radio Resource Control Layer for Cellular IoT: Design and Implementation. - Lian Cao; Rongpeng Li; Jon Crowcroft; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2020)

The LSTM-Based Advantage Actor-Critic Learning for Resource Management in Network Slicing With User Mobility. - Rongpeng Li; Chujie Wang; Zhifeng Zhao; Rongbin Guo; Honggang Zhang 001 (IEEE Commun. Lett., 2020)

GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. - Yuxiu Hua; Rongpeng Li; Zhifeng Zhao; Xianfu Chen; Honggang Zhang 001 (IEEE J. Sel. Areas Commun., 2020)

Target detection for multi-UAVs via digital pheromones and navigation algorithm in unknown environments. - Yan Shao; Zhifeng Zhao; Rongpeng Li; Yugeng Zhou (Frontiers Inf. Technol. Electron. Eng., 2020)

Study on Base Station Topology in National Cellular Networks: Take Advantage of Alpha Shapes, Betti Numbers, and Euler Characteristics. - Ying Chen 008; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (IEEE Syst. J., 2020)

Effect of Spatial and Temporal Traffic Statistics on the Performance of Wireless Networks. - Gang Wang 041; Yi Zhong 001; Rongpeng Li; Xiaohu Ge; Tony Q. S. Quek; Guoqiang Mao (IEEE Trans. Commun., 2020)

The Collective Advantage for Advancing Communications and Intelligence. - Rongpeng Li; Zhifeng Zhao; Xing Xu 003; Fei Ni; Honggang Zhang 001 (IEEE Wirel. Commun., 2020)

Network AI Management & Orchestration: A Federated Multi-task Learning Case. - Rongpeng Li; Wenliang Liang; Chenghui Peng; Xueli An; Zhifeng Zhao; Honggang Zhang 001 (GLOBECOM (Workshops), 2021)

RAN Information-assisted TCP Congestion Control via DRL with Reward Redistribution. - Minghao Chen 001; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (ICC Workshops, 2021)

Graph Attention Network-based DRL for Network Slicing Management in Dense Cellular Networks. - Yan Shao; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (WCNC, 2021)

Toward Native Artificial Intelligence in 6G Networks: System Design, Architectures, and Paradigms. - Jianjun Wu; Rongpeng Li; Xueli An; Chenghui Peng; Zhe Liu 001; Jon Crowcroft; Honggang Zhang 001 (CoRR, 2021)

Fundamental Limits of Reinforcement Learning in Environment with Endogeneous and Exogeneous Uncertainty. - Rongpeng Li (CoRR, 2021)

Reinforcement Learning-powered Semantic Communication via Semantic Similarity. - Kun Lu; Rongpeng Li; Xianfu Chen; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2021)

An efficient pruning scheme of deep neural networks for Internet of Things applications. - Chen Qi; Shibo Shen; Rongpeng Li; Zhifeng Zhao; Qing Liu; Jing Liang; Honggang Zhang 001 (EURASIP J. Adv. Signal Process., 2021)

Statistical QoS guarantees of a device-to-device link assisted by a full-duplex relay. - Syed Waqas Haider Shah; Rongpeng Li; Muhammad Mahboob Ur Rahman; Adnan Noor Mian; Waqas Aman; Jon Crowcroft (Trans. Emerg. Telecommun. Technol., 2021)

Channel Estimation Based on Deep Learning in Vehicle-to-Everything Environments. - Jing Pan; Hangguan Shan; Rongpeng Li; Yingxiao Wu; Weihua Wu; Tony Q. S. Quek (IEEE Commun. Lett., 2021)

On the Capacity of Fractal D2D Social Networks with Hierarchical Communications. - Ying Chen 008; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (IEEE Trans. Mob. Comput., 2021)

Graph Attention Network-Based Multi-Agent Reinforcement Learning for Slicing Resource Management in Dense Cellular Network. - Yan Shao; Rongpeng Li; Bing Hu 002; Yingxiao Wu; Zhifeng Zhao; Honggang Zhang 001 (IEEE Trans. Veh. Technol., 2021)

Contrastive Monotonic Pixel-Level Modulation. - Kun Lu; Rongpeng Li; Honggang Zhang 001 (ECCV (15), 2022)

Mean-field MARL-based Priority-Aware CSMA/CA Strategy in Large-Scale MANETs. - Hanyu Wei; Chan Wang; Rongpeng Li; Minjian Zhao 001 (GLOBECOM, 2022)

Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning. - Xing Xu 003; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (ICC, 2022)

Demo: Deep Reinforcement Learning for Resource Management in Cellular Network Slicing. - Baidi Xiao; Yan Shao; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (INFOCOM Workshops, 2022)

HFedMTL: Hierarchical Federated Multi-Task Learning. - Xingfu Yi; Rongpeng Li; Chenghui Peng; Jianjun Wu; Zhifeng Zhao (PIMRC, 2022)

AoI-based Temporal Attention Graph Neural Network for Popularity Prediction in ICN. - Jianhang Zhu; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (WCNC, 2022)

Semantics-Empowered Communication: A Tutorial-cum-Survey. - Zhilin Lu; Rongpeng Li; Kun Lu; Xianfu Chen; Ekram Hossain 001; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2022)

Trustable Policy Collaboration Scheme for Multi-Agent Stigmergic Reinforcement Learning. - Xing Xu 003; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (IEEE Commun. Lett., 2022)

Adaptive Bit Rate Control in Semantic Communication With Incremental Knowledge-Based HARQ. - Qingyang Zhou; Rongpeng Li; Zhifeng Zhao; Yong Xiao 001; Honggang Zhang 001 (IEEE Open J. Commun. Soc., 2022)

RAN Information-Assisted TCP Congestion Control Using Deep Reinforcement Learning With Reward Redistribution. - Minghao Chen 001; Rongpeng Li; Jon Crowcroft; Jianjun Wu; Zhifeng Zhao; Honggang Zhang 001 (IEEE Trans. Commun., 2022)

Stigmergic Independent Reinforcement Learning for Multiagent Collaboration. - Xing Xu 003; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Semantic Communication With Adaptive Universal Transformer. - Qingyang Zhou; Rongpeng Li; Zhifeng Zhao; Chenghui Peng; Honggang Zhang 001 (IEEE Wirel. Commun. Lett., 2022)

Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles. - Xiaoxue Yu; Rongpeng Li; Fei Wang 004; Chenghui Peng; Chengchao Liang; Zhifeng Zhao; Honggang Zhang 001 (GLOBECOM, 2023)

Semantics-Enhanced Temporal Graph Networks for Content Caching and Energy Saving. - Jianhang Zhu; Rongpeng Li; Xianfu Chen; Shiwen Mao; Jianjun Wu; Zhifeng Zhao (ICC, 2023)

Alternate Learning based Sparse Semantic Communications for Visual Transmission. - Siyu Tong; Xiaoxue Yu; Rongpeng Li; Kun Lu; Zhifeng Zhao; Honggang Zhang 001 (PIMRC, 2023)

Matrix Factorization and Deep Autoencoder based Clustering Scheme for Large-scale UAV Networks. - Jiaolan Fang; Chan Wang; Rongpeng Li; Hanyu Wei; Minjian Zhao 001 (VTC2023-Spring, 2023)

Stochastic Graph Neural Network-Based Value Decomposition for Multi-Agent Reinforcement Learning in Urban Traffic Control. - Baidi Xiao; Rongpeng Li; Fei Wang 004; Chenghui Peng; Jianjun Wu; Zhifeng Zhao; Honggang Zhang 001 (VTC2023-Spring, 2023)

Decomposition-based Multi-Agent Distributional Reinforcement Learning for Task-Oriented UAV Collaboration with Noisy Rewards. - Wei Geng; Baidi Xiao; Rongpeng Li; Ning Wei; Zhifeng Zhao; Honggang Zhang 001 (WCSP, 2023)

Decentralized Adaptive Formation via Consensus-Oriented Multi-Agent Communication. - Yuming Xiang; Sizhao Li; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (WCSP, 2023)

EEG Signal-Assisted Algebraic Topological Feature-Enhanced Deep Neural Networks for Gestalt Illusory Contour Perception. - Fei Ni; Zhifeng Zhao; Rongpeng Li; Honggang Zhang 001 (IEEE Access, 2023)

RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning. - Xingfu Yi; Rongpeng Li; Chenghui Peng; Fei Wang 004; Jianjun Wu; Zhifeng Zhao (CoRR, 2023)

NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services. - Yuxuan Chen; Rongpeng Li; Zhifeng Zhao; Chenghui Peng; Jianjun Wu; Ekram Hossain 001; Honggang Zhang 001 (CoRR, 2023)

Rethinking Collaborative Perception from the Spatial-Temporal Importance of Semantic Information. - Yuntao Liu; Qian Huang; Rongpeng Li; Xianfu Chen; Zhifeng Zhao; Shuyuan Zhao; Yongdong Zhu; Honggang Zhang 001 (CoRR, 2023)

Imitation Learning based Alternative Multi-Agent Proximal Policy Optimization for Well-Formed Swarm-Oriented Pursuit Avoidance. - Sizhao Li; Yuming Xiang; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2023)

Ten issues of NetGPT. - Wen Tong; Chenghui Peng; Tingting Yang 001; Fei Wang 004; Juan Deng; Rongpeng Li; Lu Yang 003; Honggang Zhang 001; Dong Wang 047; Ming Ai; Li Yang; Guangyi Liu 001; et al. (CoRR, 2023)

Communication-Efficient Soft Actor-Critic Policy Collaboration via Regulated Segment Mixture in Internet of Vehicles. - Xiaoxue Yu; Rongpeng Li; Chengchao Liang; Zhifeng Zhao (CoRR, 2023)

Joint Sparse Collaborative Regression on Imaging Genetics Study of Schizophrenia. - Xueli Song; Rongpeng Li; Kaiming Wang; Yuntong Bai; Yuzhu Xiao; Yu-Ping Wang 002 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

InSAR Spatial-Heterogeneity Tropospheric Delay Correction in Steep Mountainous Areas Based on Deep Learning for Landslides Monitoring. - Hao Zhou; Keren Dai; Saied Pirasteh; Rongpeng Li; Jianming Xiang; Zhenhong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Rethinking Modern Communication from Semantic Coding to Semantic Communication. - Kun Lu; Qingyang Zhou; Rongpeng Li; Zhifeng Zhao; Xianfu Chen; Jianjun Wu; Honggang Zhang 001 (IEEE Wirel. Commun., 2023)

AoI-Based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching. - Jianhang Zhu; Rongpeng Li; Guoru Ding; Chan Wang; Jianjun Wu; Zhifeng Zhao; Honggang Zhang 001 (IEEE Trans. Cogn. Commun. Netw., 2023)

Knowledge Enhanced Semantic Communication Receiver. - Bingyan Wang; Rongpeng Li; Jianhang Zhu; Zhifeng Zhao; Honggang Zhang 001 (IEEE Commun. Lett., 2023)

Secure and Efficient Stigmergy-Empowered Blockchain Framework for Heterogeneous Collaborative Services in the Internet of Vehicles. - Yuntao Liu; Daoxun Li; Rongpeng Li; Zhifeng Zhao; Yongdong Zhu; Honggang Zhang 001 (IEEE Commun. Mag., 2023)

Time-Series InSAR with Deep-Learning-Based Topography-Dependent Atmospheric Delay Correction for Potential Landslide Detection. - Hao Zhou; Keren Dai; Xiaochuan Tang; Jianming Xiang; Rongpeng Li; Mingtang Wu; Yangrui Peng; Zhenhong Li 001 (Remote. Sens., 2023)

Multiple Gradient Descent-based Reinforcement Learning for Multi-Task Semantic Broadcast Communication. - Zhilin Lu; Rongpeng Li; Zhifeng Zhao; Jianhua Liu; Ming Lei; Honggang Zhang 001 (MobiHoc, 2024)

Continual MARL-assisted Traffic-Adaptive GC-MAC Protocol for Task-Driven Directional MANETs. - Qinyu Wang; Chan Wang; Rongpeng Li; Hanyu Wei; Minjian Zhao 001 (VTC Fall, 2024)

Semantics-Empowered Communications: A Tutorial-Cum-Survey. - Zhilin Lu; Rongpeng Li; Kun Lu; Xianfu Chen; Ekram Hossain 001; Zhifeng Zhao; Honggang Zhang 001 (IEEE Commun. Surv. Tutorials, 2024)

Interplay of Semantic Communication and Knowledge Learning. - Fei Ni; Bingyan Wang; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2024)

Topology Data Analysis-based Error Detection for Semantic Image Transmission with Incremental Knowledge-based HARQ. - Fei Ni; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2024)

Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach. - Yuxuan Chen; Rongpeng Li; Xiaoxue Yu; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2024)

MERLOT: A Distilled LLM-based Mixture-of-Experts Framework for Scalable Encrypted Traffic Classification. - Yuxuan Chen; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2024)

Stochastic Graph Neural Network-Based Value Decomposition for MARL in Internet of Vehicles. - Baidi Xiao; Rongpeng Li; Fei Wang 004; Chenghui Peng; Jianjun Wu; Zhifeng Zhao; Honggang Zhang 001 (IEEE Trans. Veh. Technol., 2024)

Task-Oriented 6G Native-AI Network Architecture. - Yang Yang 001; Jianjun Wu; Tianjiao Chen; Chenghui Peng; Jun Wang 012; Juan Deng; Xiaofeng Tao; Guangyi Liu 001; Wenjing Li 001; Li Yang; Yufeng He; Tingting Yang 001; et al. (IEEE Netw., 2024)

The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning With Efficient Communication. - Xing Xu 003; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (IEEE Trans. Wirel. Commun., 2024)

RHFedMTL: Resource-Aware Hierarchical Federated Multitask Learning. - Xingfu Yi; Rongpeng Li; Chenghui Peng; Fei Wang 004; Jianjun Wu; Zhifeng Zhao (IEEE Internet Things J., 2024)

Semantics-Enhanced Temporal Graph Networks for Content Popularity Prediction. - Jianhang Zhu; Rongpeng Li; Xianfu Chen; Shiwen Mao; Jianjun Wu; Zhifeng Zhao (IEEE Trans. Mob. Comput., 2024)

Select2Col: Leveraging Spatial-Temporal Importance of Semantic Information for Efficient Collaborative Perception. - Yuntao Liu; Qian Huang; Rongpeng Li; Xianfu Chen; Zhifeng Zhao; Shuyuan Zhao; Yongdong Zhu; Honggang Zhang 001 (IEEE Trans. Veh. Technol., 2024)

NetGPT: An AI-Native Network Architecture for Provisioning Beyond Personalized Generative Services. - Yuxuan Chen; Rongpeng Li; Zhifeng Zhao; Chenghui Peng; Jianjun Wu; Ekram Hossain 001; Honggang Zhang 001 (IEEE Netw., 2024)

Multi-Agent Probabilistic Ensembles With Trajectory Sampling for Connected Autonomous Vehicles. - Ruoqi Wen; Jiahao Huang; Rongpeng Li; Guoru Ding; Zhifeng Zhao (IEEE Trans. Veh. Technol., 2024)

Variation-Aware Bernstein-Based Upper Confidence Reinforcement Learning for Environment With Endogenous and Exogenous Uncertainty. - Ruoqi Wen; Rongpeng Li (IEEE Access, 2025)

Communication-Efficient Soft Actor-Critic Policy Collaboration via Regulated Segment Mixture. - Xiaoxue Yu; Rongpeng Li; Chengchao Liang; Zhifeng Zhao (IEEE Internet Things J., 2025)

Separate Source Channel Coding Is Still What You Need: An LLM-based Rethinking. - Tianqi Ren; Rongpeng Li; Ming-min Zhao; Xianfu Chen; Guangyi Liu 001; Yang Yang 001; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2025)

Select2Drive: Pragmatic Communications for Real-Time Collaborative Autonomous Driving. - Jiahao Huang; Jianhang Zhu; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2025)

Robust Event-Triggered Integrated Communication and Control with Graph Information Bottleneck Optimization. - Ziqiong Wang; Xiaoxue Yu; Rongpeng Li; Zhifeng Zhao (CoRR, 2025)

Adaptive layer splitting for wireless large language model inference in edge computing: a model-based reinforcement learning approach. - Yuxuan Chen; Rongpeng Li; Xiaoxue Yu; Zhifeng Zhao; Honggang Zhang 001 (Frontiers Inf. Technol. Electron. Eng., 2025)

6G autonomous radio access network empowered by artificial intelligence and network digital twin. - Guangyi Liu 001; Juan Deng; Yanhong Zhu; Na Li; Boxiao Han; Shoufeng Wang; Hua Rui; Jingyu Wang 001; Jianhua Zhang 001; Ying Cui; Yingping Cui; Yang Yang 001; et al. (Frontiers Inf. Technol. Electron. Eng., 2025)

Artificial-intelligence-empowered digital-twin-based network autonomy. - Guangyi Liu 001; Jiangzhou Wang; Rongpeng Li; Jianhua Zhang 001 (Frontiers Inf. Technol. Electron. Eng., 2025)

Alternate Learning-Based SNR-Adaptive Sparse Semantic Visual Transmission. - Siyu Tong; Xiaoxue Yu; Rongpeng Li; Kun Lu; Zhifeng Zhao; Honggang Zhang 001 (IEEE Trans. Wirel. Commun., 2025)

Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences. - Adnan Shahid; Adrian Kliks; Ahmed Al-Tahmeesschi; Ahmed Elbakary; Alexandros Nikou; Ali Maatouk; Ali Mokh; Amirreza Kazemi; Antonio De Domenico; Athanasios Karapantelakis; Bo Cheng 001; Bo Yang 035; et al. (CoRR, 2025)

LLM4MAC: An LLM-Driven Reinforcement Learning Framework for MAC Protocol Emergence. - Renxuan Tan; Rongpeng Li; Zhifeng Zhao (CoRR, 2025)

Conditional Diffusion Model with OOD Mitigation as High-Dimensional Offline Resource Allocation Planner in Clustered Ad Hoc Networks. - Kechen Meng; Sinuo Zhang; Rongpeng Li; Chan Wang; Ming Lei; Zhifeng Zhao (CoRR, 2025)

Multi-agent Uncertainty-Aware Pessimistic Model-Based Reinforcement Learning for Connected Autonomous Vehicles. - Ruoqi Wen; Rongpeng Li; Xing Xu 003; Zhifeng Zhao (CoRR, 2025)

Noise Distribution Decomposition Based Multi-Agent Distributional Reinforcement Learning. - Wei Geng; Baidi Xiao; Rongpeng Li; Ning Wei; Dong Wang 047; Zhifeng Zhao (IEEE Trans. Mob. Comput., 2025)

Semantic Communication Empowered Collaborative Perception in Constrained Networks. - Yuntao Liu; Qian Huang; Rongpeng Li; Zhifeng Zhao; Shuyuan Zhao; Yuan Liu; Yongdong Zhu; Honggang Zhang 001 (IEEE Wirel. Commun. Lett., 2025)

Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G. - Xiaoxue Yu; Xingfu Yi; Rongpeng Li; Fei Wang 004; Chenghui Peng; Zhifeng Zhao; Honggang Zhang 001 (IEEE Commun. Mag., 2025)

Tool-Aided Evolutionary LLM for Generative Policy Toward Efficient Resource Management in Wireless Federated Learning. - Chongyang Tan; Ruoqi Wen; Rongpeng Li; Zhifeng Zhao; Ekram Hossain 001; Honggang Zhang 001 (CoRR, 2025)

Self-Critical Alternate Learning-Based Semantic Broadcast Communication. - Zhilin Lu; Rongpeng Li; Ming Lei; Chan Wang; Zhifeng Zhao; Honggang Zhang 001 (IEEE Trans. Commun., 2025)

Topology-Assisted Spatio-Temporal Pattern Disentangling for Scalable MARL in Large-scale Autonomous Traffic Control. - Rongpeng Li; Jianhang Zhu; Jiahao Huang; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2025)

Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game. - Yuming Xiang; Sizhao Li; Rongpeng Li; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2025)

RALLY: Role-Adaptive LLM-Driven Yoked Navigation for Agentic UAV Swarms. - Ziyao Wang; Rongpeng Li; Sizhao Li; Yuming Xiang; Haiping Wang; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2025)

AirLLM: Diffusion Policy-based Adaptive LoRA for Remote Fine-Tuning of LLM over the Air. - Shiyi Yang; Xiaoxue Yu; Rongpeng Li; Jianhang Zhu; Zhifeng Zhao; Honggang Zhang 001 (CoRR, 2025)