Rongpeng Li

1. Deep Learning with Long Short-Term Memory for Time Series Prediction
   2018/10/24 by Yuxiu Hua, Zhifeng Zhao, Hua, Yuxiu +9 · 3 citations
   Engineering · Social Sciences · Physics and Astronomy · #Traffic Prediction and Management Techniques #Human Mobility and Location-Based Analysis #Complex Network Analysis Techniques
2. Adaptive Bit Rate Control in Semantic Communication with Incremental Knowledge-based HARQ
   2022/03/13 by Qingyang Zhou, Rongpeng Li, Zhou, Qingyang +7 · 3 citations
   Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Speech Recognition and Synthesis
3. On the Capacity of Fractal D2D Social Networks With Hierarchical Communications
   2017/08/11 by Ying Chen, Rongpeng Li, Chen, Ying +5 · 2 citations
   Engineering · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Molecular Communication and Nanonetworks #Opinion Dynamics and Social Influence
4. Deep Reinforcement Learning for Resource Management in Network Slicing
   2018/05/17 by Rongpeng Li, Zhifeng Zhao, Li, Rongpeng +13 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Reinforcement Learning in Robotics #Software-Defined Networks and 5G
5. Knowledge Enhanced Semantic Communication Receiver
   2023/02/13 by Bingyan Wang, Rongpeng Li, Wang, Bingyan +7 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Wireless Signal Modulation Classification
6. Semantic Communication with Adaptive Universal Transformer
   2021/08/20 by Qingyang Zhou, Rongpeng Li, Zhou, Qingyang +7 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Speech Recognition and Synthesis #Wireless Signal Modulation Classification #electronic engineering #information engineering
7. Select2Col: Leveraging Spatial-Temporal Importance of Semantic Information for Efficient Collaborative Perception
   2023/07/31 by Yun-Tao Liu, Qian Huang, Liu, Yuntao +13 · 2 citations
   Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Visual Attention and Saliency Detection
8. Reinforcement Learning-powered Semantic Communication via Semantic Similarity
   2021/08/27 by Kun Ping Lu, Lu, Kun, Rongpeng Li +7 · 1 citation
   Computer Science · #Wireless Signal Modulation Classification #Neural Networks and Reservoir Computing #Adversarial Robustness in Machine Learning
9. Communication-Efficient Soft Actor-Critic Policy Collaboration via Regulated Segment Mixture
   2023/12/15 by Xiaoxue Yu, Rongpeng Li, Yu, Xiaoxue +5 · 2 citations
   Engineering · #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Traffic control and management
10. NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services
    2023/07/12 by Yuxuan Chen, Rongpeng Li, Chen, Yuxuan +10 · 1 citation
    Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Topic Modeling
11. Topology Data Analysis-based Error Detection for Semantic Image Transmission with Incremental Knowledge-based HARQ
    2024/03/18 by Fei Ni, Ni, Fei, Rongpeng Li +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Engineering · Social Sciences · #Advanced Computing and Algorithms #Cell Image Analysis Techniques #FOS: Electrical engineering #Image Processing Techniques and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
12. Tool-Aided Evolutionary LLM for Generative Policy Toward Efficient Resource Management in Wireless Federated Learning
    2025/05/16 by C.C. Tan, Tan, Chongyang, Ruoqi Wen +9 · 1 citation
    Computer Science · Engineering · #Advanced Data and IoT Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
13. FusionMAE: large-scale pretrained model to optimize and simplify diagnostic and control of fusion plasma
    2025/09/16 by Zongyu Yang, Zhenghao Yang, Yang, Zongyu +29 · 1 citation
    Physics and Astronomy · #Magnetic confinement fusion research
14. High-Fidelity Data-Driven Dynamics Model for Reinforcement Learning-based Control in HL-3 Tokamak
    2024/09/14 by Ni Wu, Wu, Niannian, Zongyu Yang +23 · 1 citation
    Engineering · Physics and Astronomy · #Atomic and Subatomic Physics Research #FOS: Physical sciences #Magnetic confinement fusion research #Plasma Physics (physics.plasm-ph) #Superconducting Materials and Applications