Xianfu Chen

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. 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
3. Wireless Edge Computing With Latency and Reliability Guarantees
   2019/08/01 by Mohammed S. Elbamby, Cristina Perfecto, Chen–Feng Liu +5 · 6 citations
   Computer Science · #IoT and Edge/Fog Computing #Age of Information Optimization #Opportunistic and Delay-Tolerant Networks
4. Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning
   2018/03/25 by Xianfu Chen, Chen, Xianfu, Honggang Zhang +9 · 2 citations
   Computer Science · Engineering · #Age of Information Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI)
5. Select2Col: Leveraging Spatial-Temporal Importance of Semantic Information for Efficient Collaborative Perception
   2023/07/31 by Yun-Tao Liu, Liu, Yuntao, Qian Huang +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
6. Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning
   2018/05/16 by Xianfu Chen, Chen, Xianfu, Honggang Zhang +9 · 1 citation
   Computer Science · Engineering · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Energy-efficient Resource Allocation for Mobile Edge Computing Aided by Multiple Relays
   2020/04/08 by Xiang Li, Rongfei Fan, Li, Xiang +7 · 2 citations
   Computer Science · Engineering · #IoT and Edge/Fog Computing #Energy Harvesting in Wireless Networks #Advanced Wireless Communication Technologies
8. Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective
   2019/08/06 by Xianfu Chen, Chen, Xianfu, Celimuge Wu +11 · 1 citation
   Computer Science · Engineering · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Electric Vehicles and Infrastructure #FOS: Computer and information sciences #IoT Networks and Protocols #Machine Learning (cs.LG)
9. 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