Zhifeng Zhao

1. Deep Learning with Long Short-Term Memory for Time Series Prediction
   2018/10/24 by Yuxiu Hua, Hua, Yuxiu, Zhifeng Zhao +9 · 5 citations
   Engineering · Social Sciences · Physics and Astronomy · #Traffic Prediction and Management Techniques #Human Mobility and Location-Based Analysis #Complex Network Analysis Techniques
2. Deep Reinforcement Learning for Resource Management in Network Slicing
   2018/05/17 by Rongpeng Li, Zhifeng Zhao, Li, Rongpeng +13 · 3 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
3. Adaptive Bit Rate Control in Semantic Communication with Incremental Knowledge-based HARQ
   2022/03/13 by Qingyang Zhou, Zhou, Qingyang, Rongpeng Li +7 · 4 citations
   Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Speech Recognition and Synthesis
4. Semantic Communication with Adaptive Universal Transformer
   2021/08/20 by Qingyang Zhou, Zhou, Qingyang, Rongpeng Li +7 · 3 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
5. On the Capacity of Fractal D2D Social Networks With Hierarchical Communications
   2017/08/11 by Ying Chen, Chen, Ying, Rongpeng Li +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
6. Dark-based optical sectioning assists background removal in fluorescence microscopy
   2025/05/12 by Ruijie Cao, Yaning Li, Yao Zhou +27 · 1 voice · 5 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Fluorescence Microscopy Techniques #Optical Coherence Tomography Applications #Photoacoustic and Ultrasonic Imaging
7. 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
8. Select2Col: Leveraging Spatial-Temporal Importance of Semantic Information for Efficient Collaborative Perception
   2023/07/31 by Yun-Tao Liu, Qian Huang, Liu, Yuntao +13 · 3 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
9. Deep Reinforcement Learning with Discrete Normalized Advantage Functions for Resource Management in Network Slicing
   2019/06/10 by Qi Chen, Yuxiu Hua, Qi, Chen +7 · 1 citation
   Computer Science · Engineering · #Elevator Systems and Control #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Software-Defined Networks and 5G
10. 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
11. 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
12. Characterizing Spatial Patterns of Base Stations in Cellular Networks
    2014/04/04 by Qianlan Ying, Zhifeng Zhao, Ying, Qianlan +9 · 1 citation
    Mathematics · Economics, Econometrics and Finance · Social Sciences · #Point processes and geometric inequalities #Spatial and Panel Data Analysis #Urban Transport and Accessibility
13. NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services
    2023/07/12 by Yuxuan Chen, Chen, Yuxuan, Rongpeng Li +10 · 1 citation
    Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Topic Modeling
14. 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
15. 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 · 2 citations
    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
16. Semantics-Empowered Communication: A Tutorial-cum-Survey
    2022/12/16 by Zhilin Lu, Rongpeng Li, Lu, Zhilin +11 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Misinformation and Its Impacts #Networking and Internet Architecture (cs.NI) #Semantic Web and Ontologies #Signal Processing (eess.SP) #electronic engineering #information engineering
17. Separate Source Channel Coding Is Still What You Need: An LLM-based Rethinking
    2025/01/08 by Tianqi Ren, Rongpeng Li, Ren, Tianqi +12 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Data Storage Technologies #Algorithms and Data Compression #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
18. High-Fidelity Data-Driven Dynamics Model for Reinforcement Learning-based Control in HL-3 Tokamak
    2024/09/14 by Ni Wu, Zongyu Yang, Wu, Niannian +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