Xiucheng Wang
Orcid: 0000-0003-1439-4875
According to our database1,
Xiucheng Wang
authored at least 42 papers
between 2021 and 2025.
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Bibliography
2025
A Survey of Graph-Based Resource Management in Wireless Networks - Part II: Learning Approaches.
IEEE Trans. Cogn. Commun. Netw., August, 2025
A Survey of Graph-Based Resource Management in Wireless Networks - Part I: Optimization Approaches.
IEEE Trans. Cogn. Commun. Netw., August, 2025
CoRR, August, 2025
Mixture of Gradient: A Unified Enhancing Approach for Deep-Learning-Based Wireless Network Optimization.
IEEE Internet Things J., July, 2025
RadioDiff-3D: A 3D⨉3D Radio Map Dataset and Generative Diffusion Based Benchmark for 6G Environment-Aware Communication.
CoRR, July, 2025
CoRR, July, 2025
Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application.
CoRR, June, 2025
IEEE Trans. Circuits Syst. Video Technol., May, 2025
RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction.
IEEE Trans. Cogn. Commun. Netw., April, 2025
RadioDiff-k<sup>2</sup>: Helmholtz Equation Informed Generative Diffusion Model for Multi-Path Aware Radio Map Construction.
CoRR, April, 2025
RadioDiff-Inverse: Diffusion Enhanced Bayesian Inverse Estimation for ISAC Radio Map Construction.
CoRR, April, 2025
Differentiable Projection-based Learn to Optimize in Wireless Network-Part I: Convex Constrained (Non-)Convex Programming.
CoRR, February, 2025
Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges.
IEEE Netw., January, 2025
CoRR, January, 2025
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network.
IEEE Internet Things J., November, 2024
Dynamic Neural Network-Based Resource Management for Mobile Edge Computing in 6G Networks.
IEEE Trans. Cogn. Commun. Netw., June, 2024
IEEE Trans. Mob. Comput., May, 2024
GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network.
CoRR, 2024
RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction.
CoRR, 2024
Reliable Projection Based Unsupervised Learning for Semi-Definite QCQP with Application of Beamforming Optimization.
CoRR, 2024
Trapezoidal Gradient Descent for Effective Reinforcement Learning in Spiking Networks.
CoRR, 2024
Constructing and Evaluating Digital Twins: An Intelligent Framework for DT Development.
CoRR, 2024
Com<sup>2</sup>: An Integrated Framework for Communication and Computation Delay Trade-Off.
Proceedings of the 35th IEEE International Symposium on Personal, 2024
ALWNN: Automatic Modulation Classification via Adaptive Lightweight Wavelet Neural Network.
Proceedings of the 2024 IEEE Global Communications Conference, 2024
DTA-RL: Dynamic Topology Adaptive Reinforcement Learning Approach for Task Offloading in Mobile Edge Computing.
Proceedings of the 2024 IEEE Global Communications Conference, 2024
2023
IEEE Internet Things J., August, 2023
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach.
CoRR, 2023
Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning.
CoRR, 2023
Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023
Distilling Knowledge from Resource Management Algorithms to Neural Networks: A Unified Training Assistance Approach.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023
Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks.
Proceedings of the IEEE International Conference on Metaverse Computing, 2023
CNN-Based Synergetic Beamforming for Symbiotic Secure Transmissions in Integrated Satellite-Terrestrial Network.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023
Label-Free Deep Learning Driven Secure Access Selection in Space-Air-Ground Integrated Networks.
Proceedings of the IEEE Global Communications Conference, 2023
Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach.
Proceedings of the IEEE Global Communications Conference, 2023
2022
Joint Flying Relay Location and Routing Optimization for 6G UAV-IoT Networks: A Graph Neural Network-Based Approach.
Remote. Sens., 2022
On-Demand Resource Management for 6G Wireless Networks Using Knowledge-Assisted Dynamic Neural Networks.
CoRR, 2022
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022
Proceedings of the 5th International Conference on Communications, 2022
2021
Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021