Wang, Xiucheng

1. RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction
   2024/08/16 by Xiucheng Wang, Wang, Xiucheng, Keda Tao +11 · 32 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Speech and Audio Processing #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges
   2024/06/12 by Cheng, Nan, Wang, Xiucheng, Li, Zan +3 · 5 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #electronic engineering #information engineering
3. RadioDiff-k²: Helmholtz Equation Informed Generative Diffusion Model for Multi-Path Aware Radio Map Construction
   2025/04/22 by Xiucheng Wang, Wang, Xiucheng, Qiming Zhang +11 · 8 citations
   Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Systems and Control (eess.SY) #electronic engineering #information engineering
4. SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer
   2022/11/02 by Ren, Ziyou, Cheng, Nan, Sun, Ruijin +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
5. RadioDiff-Inverse: Diffusion Enhanced Bayesian Inverse Estimation for ISAC Radio Map Construction
   2025/04/19 by Wang, Xiucheng, Fang, Zhongsheng, Cheng, Nan +4 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
6. Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model
   2024/10/05 by Keda Tao, Tao, Keda, Jinjin Gu +7 · 2 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Medical Imaging and Analysis
7. Erasing Noise in Signal Detection with Diffusion Model: From Theory to Application
   2025/01/13 by Wang, Xiucheng, Zheng, Peilin, Cheng, Nan · 2 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
8. RadioDiff-3D: A 3D×3D Radio Map Dataset and Generative Diffusion Based Benchmark for 6G Environment-Aware Communication
   2025/07/16 by Wang, Xiucheng, Zhang, Qiming, Cheng, Nan +5 · 4 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering