Xiucheng Wang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 31

Top Topics

Resource Management

Reinforcement Learning

Top Venues

Publications

Yuhao Pan, Xiucheng Wang, Nan Cheng, Qi Qiu
Trapezoidal Gradient Descent for Effective Reinforcement Learning in Spiking Networks. CoRR (2024)
Longfei Ma, Nan Cheng, Conghao Zhou, Xiucheng Wang, Ning Lu, Ning Zhang, Khalid Aldubaikhy, Abdullah M. Alqasir
Dynamic Neural Network-Based Resource Management for Mobile Edge Computing in 6G Networks. IEEE Trans. Cogn. Commun. Netw. 10 (3) (2024)
Nan Cheng, Xiucheng Wang, Zan Li, Zhisheng Yin, Tom H. Luan, Xuemin Shen
Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges. CoRR (2024)
Jinglong Shen, Nan Cheng, Xiucheng Wang, Feng Lyu, Wenchao Xu, Zhi Liu, Khalid Aldubaikhy, Xuemin Shen
RingSFL: An Adaptive Split Federated Learning Towards Taming Client Heterogeneity. IEEE Trans. Mob. Comput. 23 (5) (2024)
Xiucheng Wang, Qi Qiu, Nan Cheng
Reliable Projection Based Unsupervised Learning for Semi-Definite QCQP with Application of Beamforming Optimization. CoRR (2024)
Longfei Ma, Nan Cheng, Xiucheng Wang, Jiong Chen, Yinjun Gao, Dongxiao Zhang, Jun-Jie Zhang
Constructing and Evaluating Digital Twins: An Intelligent Framework for DT Development. CoRR (2024)
Xiucheng Wang, Nan Cheng, Lianhao Fu, Wei Quan, Ruijin Sun, Yilong Hui, Tom H. Luan, Xuemin Shen
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach. CoRR (2023)
Nan Cheng, Shen Wu, Xiucheng Wang, Zhisheng Yin, Changle Li, Wen Chen, Fangjiong Chen
AI for UAV-Assisted IoT Applications: A Comprehensive Review. IEEE Internet Things J. 10 (16) (2023)
Xiucheng Wang, Nan Chen, Lianhao Fu, Wei Quan, Ruijin Sun, Yilong Hui, Tom H. Luan, Xuemin Sherman Shen
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach. PIMRC (2023)
Ruijin Sun, Xiao Yang, Nan Cheng, Xiucheng Wang, Changle Li
Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles. CoRR (2023)
Ruijin Sun, Xiao Yang, Nan Cheng, Xiucheng Wang, Changle Li
Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles. VTC Fall (2023)
Longfei Ma, Nan Cheng, Xiucheng Wang, Zhisheng Yin, Haibo Zhou, Wei Quan
Distilling Knowledge from Resource Management Algorithms to Neural Networks: A Unified Training Assistance Approach. VTC Fall (2023)
Xiucheng Wang, Nan Cheng, Longfei Ma, Zhisheng Yin, Tom H. Luan, Ning Lu
Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks. CoRR (2023)
Xiucheng Wang, Nan Cheng, Longfei Ma, Ruijin Sun, Rong Chai, Ning Lu
Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning. CoRR (2023)
Zhaowei Wang, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Yuan Zhang, Tom H. Luan
Label-Free Deep Learning Driven Secure Access Selection in Space-Air-Ground Integrated Networks. GLOBECOM (2023)
Zhaowei Wang, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Yunchao Song, Tom H. Luan
CNN-Based Synergetic Beamforming for Symbiotic Secure Transmissions in Integrated Satellite-Terrestrial Network. ICCT (2023)
Yunhao Quan, Nan Cheng, Xiucheng Wang, Jinglong Shen, Longfei Ma, Zhisheng Yin
Interpretable and Secure Trajectory Optimization for UAV-Assisted Communication. CoRR (2023)
Jinglong Shen, Xiucheng Wang, Nan Cheng, Longfei Ma, Conghao Zhou, Yuan Zhang
Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach. GLOBECOM (2023)
Yunhao Quan, Nan Cheng, Xiucheng Wang, Jinglong Shen, Longfei Ma, Zhisheng Yin
Interpretable and Secure Trajectory Optimization for UAV-Assisted Communication. ICCC (2023)
Longfei Ma, Nan Cheng, Xiucheng Wang, Zhisheng Yin, Haibo Zhou, Wei Quan
Distilling Knowledge from Resource Management Algorithms to Neural Networks: A Unified Training Assistance Approach. CoRR (2023)
Jinglong Shen, Xiucheng Wang, Nan Cheng, Longfei Ma, Conghao Zhou, Yuan Zhang
Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach. CoRR (2023)
Zhaowei Wang, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Yuan Zhang, Tom H. Luan
Label-free Deep Learning Driven Secure Access Selection in Space-Air-Ground Integrated Networks. CoRR (2023)
Xiucheng Wang, Hongzhi Guo
Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning. CoRR (2023)
Xiucheng Wang, Nan Cheng, Longfei Ma, Zhisheng Yin, Tom H. Luan, Ning Lu
Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks. MetaCom (2023)
Xiucheng Wang, Longfei Ma, Haocheng Li, Zhisheng Yin, Tom H. Luan, Nan Cheng
Digital Twin-Assisted Efficient Reinforcement Learning for Edge Task Scheduling. CoRR (2022)
Xiucheng Wang, Lianhao Fu, Nan Chen, Ruijin Sun, Tom H. Luan, Wei Quan, Khalid Aldubaikhy
Joint Flying Relay Location and Routing Optimization for 6G UAV-IoT Networks: A Graph Neural Network-Based Approach. Remote. Sens. 14 (17) (2022)
Xiucheng Wang, Longfei Ma, Haocheng Li, Zhisheng Yin, Tom H. Luan, Nan Cheng
Digital Twin-Assisted Efficient Reinforcement Learning for Edge Task Scheduling. VTC Spring (2022)
Longfei Ma, Nan Cheng, Xiucheng Wang, Ruijin Sun, Ning Lu
On-Demand Resource Management for 6G Wireless Networks Using Knowledge-Assisted Dynamic Neural Networks. CoRR (2022)
Ziyou Ren, Nan Cheng, Ruijin Sun, Xiucheng Wang, Ning Lu, Wenchao Xu
SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer. ICCSPA (2022)
Ziyou Ren, Nan Cheng, Ruijin Sun, Xiucheng Wang, Ning Lu, Wenchao Xu
SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer. CoRR (2022)
Xiucheng Wang, Hongzhi Guo
Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning. CCNC (2021)