Rongpeng Li

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 152

Top Venues

Publications

Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning With Efficient Communication. IEEE Trans. Wirel. Commun. 23 (1) (2024)
Fei Ni, Bingyan Wang, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Interplay of Semantic Communication and Knowledge Learning. CoRR (2024)
Xingfu Yi, Rongpeng Li, Chenghui Peng, Fei Wang, Jianjun Wu, Zhifeng Zhao
RHFedMTL: Resource-Aware Hierarchical Federated Multitask Learning. IEEE Internet Things J. 11 (14) (2024)
Zhilin Lu, Rongpeng Li, Kun Lu, Xianfu Chen, Ekram Hossain, Zhifeng Zhao, Honggang Zhang
Semantics-Empowered Communications: A Tutorial-Cum-Survey. IEEE Commun. Surv. Tutorials 26 (1) (2024)
Yang Yang, Jianjun Wu, Tianjiao Chen, Chenghui Peng, Jun Wang, Juan Deng, Xiaofeng Tao, Guangyi Liu, Wenjing Li, Li Yang, Yufeng He, Tingting Yang, A. Hamid Aghvami, Frank Eliassen, Schahram Dustdar, Dusit Niyato, Wanfei Sun, Yang Xu, Yannan Yuan, Jiang (Linda) Xie, Rongpeng Li, Cuiqin Dai
Task-Oriented 6G Native-AI Network Architecture. IEEE Netw. 38 (1) (2024)
Xiaoxue Yu, Xingfu Yi, Rongpeng Li, Fei Wang, Chenghui Peng, Zhifeng Zhao, Honggang Zhang
Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G. CoRR (2024)
Jianhang Zhu, Rongpeng Li, Xianfu Chen, Shiwen Mao, Jianjun Wu, Zhifeng Zhao
Semantics-Enhanced Temporal Graph Networks for Content Popularity Prediction. IEEE Trans. Mob. Comput. 23 (8) (2024)
Yuxuan Chen, Rongpeng Li, Xiaoxue Yu, Zhifeng Zhao, Honggang Zhang
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach. CoRR (2024)
Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
Stochastic Graph Neural Network-Based Value Decomposition for MARL in Internet of Vehicles. IEEE Trans. Veh. Technol. 73 (2) (2024)
Fei Ni, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Topology Data Analysis-based Error Detection for Semantic Image Transmission with Incremental Knowledge-based HARQ. CoRR (2024)
Yuming Xiang, Sizhao Li, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Decentralized Adaptive Formation via Consensus-Oriented Multi-Agent Communication. WCSP (2023)
Sizhao Li, Yuming Xiang, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Imitation Learning based Alternative Multi-Agent Proximal Policy Optimization for Well-Formed Swarm-Oriented Pursuit Avoidance. CoRR (2023)
Siyu Tong, Xiaoxue Yu, Rongpeng Li, Kun Lu, Zhifeng Zhao, Honggang Zhang
Alternate Learning based Sparse Semantic Communications for Visual Transmission. CoRR (2023)
Xiaoxue Yu, Rongpeng Li, Fei Wang, Chenghui Peng, Chengchao Liang, Zhifeng Zhao, Honggang Zhang
Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles. GLOBECOM (2023)
Jianhang Zhu, Rongpeng Li, Xianfu Chen, Shiwen Mao, Jianjun Wu, Zhifeng Zhao
Semantics-enhanced Temporal Graph Networks for Content Caching and Energy Saving. CoRR (2023)
Bingyan Wang, Rongpeng Li, Jianhang Zhu, Zhifeng Zhao, Honggang Zhang
Knowledge Enhanced Semantic Communication Receiver. IEEE Commun. Lett. 27 (7) (2023)
Kun Lu, Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Xianfu Chen, Jianjun Wu, Honggang Zhang
Rethinking Modern Communication from Semantic Coding to Semantic Communication. IEEE Wirel. Commun. 30 (1) (2023)
Xingfu Yi, Rongpeng Li, Chenghui Peng, Fei Wang, Jianjun Wu, Zhifeng Zhao
RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning. CoRR (2023)
Yuxuan Chen, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Jianjun Wu, Ekram Hossain, Honggang Zhang
NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services. CoRR (2023)
Fei Ni, Zhifeng Zhao, Rongpeng Li, Honggang Zhang
EEG Signal-Assisted Algebraic Topological Feature-Enhanced Deep Neural Networks for Gestalt Illusory Contour Perception. IEEE Access 11 (2023)
Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
Stochastic Graph Neural Network-based Value Decomposition for MARL in Internet of Vehicles. CoRR (2023)
Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
Stochastic Graph Neural Network-Based Value Decomposition for Multi-Agent Reinforcement Learning in Urban Traffic Control. VTC2023-Spring (2023)
Jiaolan Fang, Chan Wang, Rongpeng Li, Hanyu Wei, Minjian Zhao
Matrix Factorization and Deep Autoencoder based Clustering Scheme for Large-scale UAV Networks. VTC2023-Spring (2023)
Jianhang Zhu, Rongpeng Li, Xianfu Chen, Shiwen Mao, Jianjun Wu, Zhifeng Zhao
Semantics-Enhanced Temporal Graph Networks for Content Caching and Energy Saving. ICC (2023)
Yuntao Liu, Qian Huang, Rongpeng Li, Xianfu Chen, Zhifeng Zhao, Shuyuan Zhao, Yongdong Zhu, Honggang Zhang
Rethinking Collaborative Perception from the Spatial-Temporal Importance of Semantic Information. CoRR (2023)
Hao Zhou, Keren Dai, Saied Pirasteh, Rongpeng Li, Jianming Xiang, Zhenhong Li
InSAR Spatial-Heterogeneity Tropospheric Delay Correction in Steep Mountainous Areas Based on Deep Learning for Landslides Monitoring. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xueli Song, Rongpeng Li, Kaiming Wang, Yuntong Bai, Yuzhu Xiao, Yu-Ping Wang
Joint Sparse Collaborative Regression on Imaging Genetics Study of Schizophrenia. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (2) (2023)
Xiaoxue Yu, Rongpeng Li, Fei Wang, Chenghui Peng, Chengchao Liang, Zhifeng Zhao, Honggang Zhang
Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles. CoRR (2023)
Hao Zhou, Keren Dai, Xiaochuan Tang, Jianming Xiang, Rongpeng Li, Mingtang Wu, Yangrui Peng, Zhenhong Li
Time-Series InSAR with Deep-Learning-Based Topography-Dependent Atmospheric Delay Correction for Potential Landslide Detection. Remote. Sens. 15 (22) (2023)
Siyu Tong, Xiaoxue Yu, Rongpeng Li, Kun Lu, Zhifeng Zhao, Honggang Zhang
Alternate Learning based Sparse Semantic Communications for Visual Transmission. PIMRC (2023)
Wei Geng, Baidi Xiao, Rongpeng Li, Ning Wei, Dong Wang, Zhifeng Zhao
Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning. CoRR (2023)
Ruoqi Wen, Jiahao Huang, Rongpeng Li, Guoru Ding, Zhifeng Zhao
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles. CoRR (2023)
Wen Tong, Chenghui Peng, Tingting Yang, Fei Wang, Juan Deng, Rongpeng Li, Lu Yang, Honggang Zhang, Dong Wang, Ming Ai, Li Yang, Guangyi Liu, Yang Yang, Yao Xiao, Liexiang Yue, Wanfei Sun, Zexu Li, Wenwen Sun
Ten issues of NetGPT. CoRR (2023)
Jianhang Zhu, Rongpeng Li, Guoru Ding, Chan Wang, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
AoI-Based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching. IEEE Trans. Cogn. Commun. Netw. 9 (2) (2023)
Yuntao Liu, Daoxun Li, Rongpeng Li, Zhifeng Zhao, Yongdong Zhu, Honggang Zhang
Secure and Efficient Stigmergy-Empowered Blockchain Framework for Heterogeneous Collaborative Services in the Internet of Vehicles. IEEE Commun. Mag. 61 (9) (2023)
Xiaoxue Yu, Rongpeng Li, Chengchao Liang, Zhifeng Zhao
Communication-Efficient Soft Actor-Critic Policy Collaboration via Regulated Segment Mixture in Internet of Vehicles. CoRR (2023)
Wei Geng, Baidi Xiao, Rongpeng Li, Ning Wei, Zhifeng Zhao, Honggang Zhang
Decomposition-based Multi-Agent Distributional Reinforcement Learning for Task-Oriented UAV Collaboration with Noisy Rewards. WCSP (2023)
Bingyan Wang, Rongpeng Li, Jianhang Zhu, Zhifeng Zhao, Honggang Zhang
Knowledge Enhanced Semantic Communication Receiver. CoRR (2023)
Yuming Xiang, Sizhao Li, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Decentralized Adaptive Formation via Consensus-Oriented Multi-Agent Communication. CoRR (2023)
Xingfu Yi, Rongpeng Li, Chenghui Peng, Jianjun Wu, Zhifeng Zhao
HFedMTL: Hierarchical Federated Multi-Task Learning. PIMRC (2022)
Kun Lu, Rongpeng Li, Honggang Zhang
Contrastive Monotonic Pixel-Level Modulation. ECCV (15) (2022)
Kun Lu, Rongpeng Li, Honggang Zhang
Contrastive Monotonic Pixel-Level Modulation. CoRR (2022)
Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Trustable Policy Collaboration Scheme for Multi-Agent Stigmergic Reinforcement Learning. IEEE Commun. Lett. 26 (4) (2022)
Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Yong Xiao, Honggang Zhang
Adaptive Bit Rate Control in Semantic Communication with Incremental Knowledge-based HARQ. CoRR (2022)
Jianhang Zhu, Rongpeng Li, Guoru Ding, Chan Wang, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
AoI-based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching. CoRR (2022)
Jianhang Zhu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
AoI-based Temporal Attention Graph Neural Network for Popularity Prediction in ICN. WCNC (2022)
Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Honggang Zhang
Semantic Communication With Adaptive Universal Transformer. IEEE Wirel. Commun. Lett. 11 (3) (2022)
Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning. CoRR (2022)
Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning. ICC (2022)
Zhilin Lu, Rongpeng Li, Kun Lu, Xianfu Chen, Ekram Hossain, Zhifeng Zhao, Honggang Zhang
Semantics-Empowered Communication: A Tutorial-cum-Survey. CoRR (2022)
Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Stigmergic Independent Reinforcement Learning for Multiagent Collaboration. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Minghao Chen, Rongpeng Li, Jon Crowcroft, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
RAN Information-Assisted TCP Congestion Control Using Deep Reinforcement Learning With Reward Redistribution. IEEE Trans. Commun. 70 (1) (2022)
Baidi Xiao, Yan Shao, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Demo: Deep Reinforcement Learning for Resource Management in Cellular Network Slicing. INFOCOM Workshops (2022)
Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Yong Xiao, Honggang Zhang
Adaptive Bit Rate Control in Semantic Communication With Incremental Knowledge-Based HARQ. IEEE Open J. Commun. Soc. 3 (2022)
Hanyu Wei, Chan Wang, Rongpeng Li, Minjian Zhao
Mean-field MARL-based Priority-Aware CSMA/CA Strategy in Large-Scale MANETs. GLOBECOM (2022)
Kun Lu, Rongpeng Li, Xianfu Chen, Zhifeng Zhao, Honggang Zhang
Reinforcement Learning-powered Semantic Communication via Semantic Similarity. CoRR (2021)
Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning with Efficient Communication. CoRR (2021)
Rongpeng Li, Wenliang Liang, Chenghui Peng, Xueli An, Zhifeng Zhao, Honggang Zhang
Network AI Management & Orchestration: A Federated Multi-task Learning Case. GLOBECOM (Workshops) (2021)
Rongpeng Li
Fundamental Limits of Reinforcement Learning in Environment with Endogeneous and Exogeneous Uncertainty. CoRR (2021)
Jing Pan, Hangguan Shan, Rongpeng Li, Yingxiao Wu, Weihua Wu, Tony Q. S. Quek
Channel Estimation Based on Deep Learning in Vehicle-to-Everything Environments. IEEE Commun. Lett. 25 (6) (2021)
Jianjun Wu, Rongpeng Li, Xueli An, Chenghui Peng, Zhe Liu, Jon Crowcroft, Honggang Zhang
Toward Native Artificial Intelligence in 6G Networks: System Design, Architectures, and Paradigms. CoRR (2021)
Minghao Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
RAN Information-assisted TCP Congestion Control via DRL with Reward Redistribution. ICC Workshops (2021)
Chen Qi, Shibo Shen, Rongpeng Li, Zhifeng Zhao, Qing Liu, Jing Liang, Honggang Zhang
An efficient pruning scheme of deep neural networks for Internet of Things applications. EURASIP J. Adv. Signal Process. 2021 (1) (2021)
Syed Waqas Haider Shah, Rongpeng Li, Muhammad Mahboob Ur Rahman, Adnan Noor Mian, Waqas Aman, Jon Crowcroft
Statistical QoS guarantees of a device-to-device link assisted by a full-duplex relay. Trans. Emerg. Telecommun. Technol. 32 (11) (2021)
Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
On the Capacity of Fractal D2D Social Networks with Hierarchical Communications. IEEE Trans. Mob. Comput. 20 (6) (2021)
Yan Shao, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Graph Attention Network-based DRL for Network Slicing Management in Dense Cellular Networks. WCNC (2021)
Yan Shao, Rongpeng Li, Bing Hu, Yingxiao Wu, Zhifeng Zhao, Honggang Zhang
Graph Attention Network-based Multi-agent Reinforcement Learning for Slicing Resource Management in Dense Cellular Network. CoRR (2021)
Yan Shao, Rongpeng Li, Bing Hu, Yingxiao Wu, Zhifeng Zhao, Honggang Zhang
Graph Attention Network-Based Multi-Agent Reinforcement Learning for Slicing Resource Management in Dense Cellular Network. IEEE Trans. Veh. Technol. 70 (10) (2021)
Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Honggang Zhang
Semantic Communication with Adaptive Universal Transformer. CoRR (2021)
Kun Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
The Implementation of Asynchronous Advantage Actor-Critic with Stigmergy in Network-assisted Multi-agent System. WCSP (2020)
Gang Wang, Yi Zhong, Rongpeng Li, Xiaohu Ge, Tony Q. S. Quek, Guoqiang Mao
Effect of Spatial and Temporal Traffic Statistics on the Performance of Wireless Networks. IEEE Trans. Commun. 68 (11) (2020)
Shibo Shen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, Yugeng Zhou
Learning to Prune in Training via Dynamic Channel Propagation. CoRR (2020)
Anna Dai, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Graph Convolutional Multi-Agent Reinforcement Learning for UAV Coverage Control. WCSP (2020)
Kun Chen, Rongpeng Li, Jon Crowcroft, Zhifeng Zhao, Honggang Zhang
The implementation of stigmergy in network-assisted multi-agent system. MobiCom (2020)
Anna Dai, Zhifeng Zhao, Rongpeng Li, Honggang Zhang, Yugeng Zhou
Evaluation Mechanism of Collective Intelligence for Heterogeneous Agents Group. IEEE Access 8 (2020)
Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Study on Base Station Topology in National Cellular Networks: Take Advantage of Alpha Shapes, Betti Numbers, and Euler Characteristics. IEEE Syst. J. 14 (2) (2020)
Shibo Shen, Rongpeng Li, Zhifeng Zhao, Qing Liu, Jing Liang, Honggang Zhang
Efficient Deep Structure Learning for Resource-Limited IoT Devices. GLOBECOM (2020)
Rongpeng Li, Zhifeng Zhao, Xing Xu, Fei Ni, Honggang Zhang
The Collective Advantage for Advancing Communications and Intelligence. IEEE Wirel. Commun. 27 (4) (2020)
Lian Cao, Rongpeng Li, Jon Crowcroft, Zhifeng Zhao, Honggang Zhang
Intelligent Slicing of Radio Resource Control Layer for Cellular IoT: Design and Implementation. CoRR (2020)
Yan Shao, Zhifeng Zhao, Rongpeng Li, Yugeng Zhou
Target detection for multi-UAVs via digital pheromones and navigation algorithm in unknown environments. Frontiers Inf. Technol. Electron. Eng. 21 (5) (2020)
Shibo Shen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, Yugeng Zhou
Learning to Prune in Training via Dynamic Channel Propagation. ICPR (2020)
Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Xianfu Chen, Honggang Zhang
GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. IEEE J. Sel. Areas Commun. 38 (2) (2020)
Bingying Su, Rongpeng Li, Honggang Zhang
Evolving Deep Convolutional Neural Network for Intrusion Detection Based on NEAT. WPMC (2020)
Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
On the Capacity of Fractal D2D Social Networks with Hierarchical Communications. CoRR (2020)
Rongpeng Li, Chujie Wang, Zhifeng Zhao, Rongbin Guo, Honggang Zhang
The LSTM-Based Advantage Actor-Critic Learning for Resource Management in Network Slicing With User Mobility. IEEE Commun. Lett. 24 (9) (2020)
Chujie Wang, Lin Ma, Rongpeng Li, Tariq S. Durrani, Honggang Zhang
Exploring Trajectory Prediction Through Machine Learning Methods. IEEE Access 7 (2019)
Rongpeng Li, Zhifeng Zhao, Yi Zhong, Chen Qi, Honggang Zhang
The Stochastic Geometry Analyses of Cellular Networks With $\alpha$ -Stable Self-Similarity. IEEE Trans. Commun. 67 (3) (2019)
Rongpeng Li, Zhifeng Zhao, Xing Hsu, Fei Ni, Honggang Zhang
The Collective Intelligence for Advancing 6G Communications. CoRR (2019)
Fan Yang, Shasha Zhang, Shuyu Song, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
A testbed for intelligent software defined security framework. ACM TUR-C (2019)
Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, Xianfu Chen
GAN-based Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. CoRR (2019)
Anna Dai, Zhifeng Zhao, Honggang Zhang, Rongpeng Li, Yugeng Zhou
Evaluation Mechanism of Collective Intelligence for Heterogeneous Agents Group. CoRR (2019)
Yuxiu Hua, Zhifeng Zhao, Rongpeng Li, Xianfu Chen, Zhiming Liu, Honggang Zhang
Deep Learning with Long Short-Term Memory for Time Series Prediction. IEEE Commun. Mag. 57 (6) (2019)
Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Stigmergic Independent Reinforcement Learning for Multi-Agent Collaboration. CoRR (2019)
Jiaqi Li, Zhifeng Zhao, Rongpeng Li, Honggang Zhang
AI-Based Two-Stage Intrusion Detection for Software Defined IoT Networks. IEEE Internet Things J. 6 (2) (2019)
Chen Qi, Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Deep Reinforcement Learning With Discrete Normalized Advantage Functions for Resource Management in Network Slicing. IEEE Commun. Lett. 23 (8) (2019)
Xing Xu, Zhifeng Zhao, Rongpeng Li, Honggang Zhang
Brain-Inspired Stigmergy Learning. IEEE Access 7 (2019)
Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Fundamentals on Base Stations in Urban Cellular Networks: From the Perspective of Algebraic Topology. IEEE Wirel. Commun. Lett. 8 (2) (2019)
Yifan Zhou, Zhifeng Zhao, Chen Qi, Rongpeng Li, Yves Louët, Jacques Palicot, Honggang Zhang
Multicast scheduling for delay-energy trade-off under bursty request arrivals in cellular networks. IET Commun. 13 (11) (2019)
Chen Qi, Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Honggang Zhang
Deep Reinforcement Learning with Discrete Normalized Advantage Functions for Resource Management in Network Slicing. CoRR (2019)
Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, Xianfu Chen
GAN-Based Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. GLOBECOM (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rongpeng Li