Xiucheng Wang - RankMe

80 papers A* 1B 8C 1Journal 62Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Tutorial on Learning-Based Radio Map Construction: Data, Paradigms, and Physics-Awarenes. CoRR Xiucheng Wang, Yuhao Pan, Nan Cheng
2026	J	`jnl`	BeamAgent: LLM-Aided MIMO Beamforming with Decoupled Intent Parsing and Alternating Optimization for Joint Site Selection and Precoding. CoRR Xiucheng Wang, Yue Zhang, Nan Cheng
2026	J	`jnl`	Graph Neural Network-Based Multicast Routing for On-Demand Streaming Services in 6G Networks. IEEE Trans. Mob. Comput. Xiucheng Wang, Zien Wang, Nan Cheng, Wenchao Xu, Wei Quan, Xuemin Shen
2026	J	`jnl`	Knowledge-Driven Two-Timescale Intelligent Task Offloading in SAGIN-Based Vehicular Networks. IEEE Trans. Cogn. Commun. Netw. Ruijin Sun, Ge Qi, Lei Huang, Nan Cheng, Xiucheng Wang, Meng Qin
2026	J	`jnl`	Learn for Variation: Variationally Guided AAV Trajectory Learning in Differentiable Environments. CoRR Xiucheng Wang, Zhenye Chen, Nan Cheng
2026	J	`jnl`	Neural Electromagnetic Fields for High-Resolution Material Parameter Reconstruction. CoRR Zhe Chen, Peilin Zheng, Wenshuo Chen, Xiucheng Wang, Yutao Yue, Nan Cheng
2026	J	`jnl`	Physics-informed line-of-sight learning for scalable deterministic channel modeling. CoRR Xiucheng Wang, Junxi Huang, Conghao Zhou, Xuemin Shen, Nan Cheng
2026	J	`jnl`	PrismWF: A Multi-Granularity Patch-Based Transformer for Robust Website Fingerprinting Attack. CoRR Yuhao Pan, Wenchao Xu, Fushuo Huo, Haozhao Wang, Xiucheng Wang, Nan Cheng
2026	J	`jnl`	RadioDiff-3D: A 3D× 3D Radio Map Dataset and Generative Diffusion Based Benchmark for 6G Environment-Aware Communication. IEEE Trans. Netw. Sci. Eng. Xiucheng Wang, Qiming Zhang, Nan Cheng, Junting Chen, Zezhong Zhang, Zan Li, Shuguang Cui, Xuemin Shen
2026	J	`jnl`	RadioDiff-FS: Physics-Informed Manifold Alignment in Few-Shot Diffusion Models for High-Fidelity Radio Map Construction. CoRR Xiucheng Wang, Zixuan Guo, Nan Cheng
2026	J	`jnl`	RadioDiff-Flux: Efficient Radio Map Construction via Generative Denoise Diffusion Model Trajectory Midpoint Reuse. CoRR Xiucheng Wang, Peilin Zheng, Honggang Jia, Nan Chen, Ruijin Sun, Conghao Zhou, Xuemin Shen
2026	J	`jnl`	RadioDiff-Flux: Efficient Radio Map Construction via Generative Denoise Diffusion Model Trajectory Midpoint Reuse. IEEE Trans. Cogn. Commun. Netw. Xiucheng Wang, Peilin Zheng, Honggang Jia, Nan Cheng, Ruijin Sun, Conghao Zhou, Xuemin Shen
2026	J	`jnl`	RadioDiff-Inverse: Diffusion Enhanced Bayesian Inverse Estimation for ISAC Radio Map Construction. IEEE Trans. Wirel. Commun. Xiucheng Wang, Zhongsheng Fang, Nan Cheng, Ruijin Sun, Haibo Zhou, Zhou Su, Zan Li, Xuemin Shen
2026	J	`jnl`	RadioDiff-k IEEE J. Sel. Areas Commun. Xiucheng Wang, Qiming Zhang, Nan Cheng, Ruijin Sun, Zan Li, Shuguang Cui, Xuemin Shen
2026	J	`jnl`	RadioMamba: Breaking the Accuracy-Efficiency Trade-Off in Radio Map Construction via a Hybrid Mamba-UNet. IEEE Trans. Netw. Sci. Eng. Honggang Jia, Nan Cheng, Xiucheng Wang, Conghao Zhou, Ruijin Sun, Xuemin Shen
2025	J	`jnl`	A Survey of Graph-Based Resource Management in Wireless Networks - Part I: Optimization Approaches. IEEE Trans. Cogn. Commun. Netw. Yanpeng Dai, Ling Lyu, Nan Cheng, Min Sheng, Junyu Liu, Xiucheng Wang, Shuguang Cui, Lin Cai, Xuemin Shen
2025	J	`jnl`	A Survey of Graph-Based Resource Management in Wireless Networks - Part II: Learning Approaches. IEEE Trans. Cogn. Commun. Netw. Yanpeng Dai, Ling Lyu, Nan Cheng, Min Sheng, Junyu Liu, Xiucheng Wang, Shuguang Cui, Lin Cai, Xuemin Shen
2025	B	`conf`	Countering Dual-Domain Eavesdropping in Satellite Uplinks: A Cooperative Relay and Power Allocation Framework. GLOBECOM Xuan Zhao, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Tom H. Luan, Changle Li
2025	J	`jnl`	Cross-Receiver Generalization for RF Fingerprint Identification via Feature Disentanglement and Adversarial Training. CoRR Yuhao Pan, Xiucheng Wang, Nan Cheng, Wenchao Xu
2025	J	`jnl`	Differentiable Projection-based Learn to Optimize in Wireless Network-Part I: Convex Constrained (Non-)Convex Programming. CoRR Xiucheng Wang, Xuan Zhao, Nan Cheng
2025	J	`jnl`	Erasing Noise in Signal Detection with Diffusion Model: From Theory to Application. CoRR Xiucheng Wang, Peilin Zheng, Nan Cheng
2025	J	`jnl`	Graph Neural Network-Based Multicast Routing for On-Demand Streaming Services in 6G Networks. CoRR Xiucheng Wang, Zien Wang, Nan Cheng, Wenchao Xu, Wei Quan, Xuemin Shen
2025	J	`jnl`	Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application. CoRR Xiucheng Wang, Honggang Jia, Nan Cheng, Dusit Niyato
2025	J	`jnl`	Mixture of Gradient: A Unified Enhancing Approach for Deep-Learning-Based Wireless Network Optimization. IEEE Internet Things J. Nan Cheng, Longfei Ma, Yanpeng Dai, Xiucheng Wang, Qihao Li, Wei Quan, Hui Liang, Xuemin Shen
2025	J	`jnl`	On-Demand Multimedia Delivery in 6G: An Optimal-Cost Steiner Tree Approach. CoRR Zien Wang, Xiucheng Wang, Nan Cheng, Wenchao Xu, Wei Quan, Ruijin Sun, Conghao Zhou
2025	A*	`conf`	Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model. ICLR Keda Tao, Jinjin Gu, Yulun Zhang, Xiucheng Wang, Nan Cheng
2025	J	`jnl`	Polarity-Focused Denoising for Event Cameras. IEEE Trans. Circuits Syst. Video Technol. Chenyang Shi, Boyi Wei, Xiucheng Wang, Hanxiao Liu, Yibo Zhang, Wenzhuo Li, Ningfang Song, Jing Jin
2025	J	`jnl`	QoE-Aware Service Provision for Mobile AR Rendering: An Agent-Driven Approach. CoRR Conghao Zhou, Lulu Sun, Xiucheng Wang, Peng Yang, Feng Lyu, Sihan Lu, Xuemin Shen
2025	J	`jnl`	RMSup: Physics-Informed Radio Map Super-Resolution for Compute-Enhanced Integrated Sensing and Communications. CoRR Qiming Zhang, Xiucheng Wang, Nan Cheng, Zhisheng Yin, Xiang Li
2025	J	`jnl`	RadioDiff-3D: A 3D⨉3D Radio Map Dataset and Generative Diffusion Based Benchmark for 6G Environment-Aware Communication. CoRR Xiucheng Wang, Qiming Zhang, Nan Cheng, Junting Chen, Zezhong Zhang, Zan Li, Shuguang Cui, Xuemin Shen
2025	J	`jnl`	RadioDiff-Inverse: Diffusion Enhanced Bayesian Inverse Estimation for ISAC Radio Map Construction. CoRR Xiucheng Wang, Zhongsheng Fang, Nan Cheng
2025	J	`jnl`	RadioDiff-Loc: Diffusion Model Enhanced Scattering Congnition for NLoS Localization with Sparse Radio Map Estimation. CoRR Xiucheng Wang, Qiming Zhang, Nan Cheng
2025	—	`conf`	RadioDiff-Turbo: Lightweight Generative Large Electromagnetic Model for Wireless Digital Twin Construction. INFOCOM WKSHPS Xiucheng Wang, Peilin Zheng, Nan Cheng, Ruijin Sun, Junting Chen, Keda Tao, Zhisheng Yin, Zhiquan Liu, Yong Zeng
2025	J	`jnl`	RadioDiff-k CoRR Xiucheng Wang, Qiming Zhang, Nan Cheng, Ruijin Sun, Zan Li, Shuguang Cui, Xuemin Shen
2025	J	`jnl`	RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction. IEEE Trans. Cogn. Commun. Netw. Xiucheng Wang, Keda Tao, Nan Cheng, Zhisheng Yin, Zan Li, Yuan Zhang, Xuemin Shen
2025	J	`jnl`	RadioFlow: Efficient Radio Map Construction Framework with Flow Matching. CoRR Haozhe Jia, Wenshuo Chen, Xiucheng Wang, Nan Cheng, Hongbo Zhang, Kuimou Yu, Songning Lai, Nanjian Jia, Bowen Tian, Hongru Xiao, Yutao Yue
2025	J	`jnl`	RadioMamba: Breaking the Accuracy-Efficiency Trade-off in Radio Map Construction via a Hybrid Mamba-UNet. CoRR Honggang Jia, Nan Chen, Xiucheng Wang, Conghao Zhou, Ruijin Sun, Xuemin Shen
2025	J	`jnl`	RadioMapMotion: A Dataset and Baseline for Proactive Spatio-Temporal Radio Environment Prediction. CoRR Honggang Jia, Nan Cheng, Xiucheng Wang
2025	J	`jnl`	Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges. IEEE Netw. Nan Cheng, Xiucheng Wang, Zan Li, Zhisheng Yin, Tom H. Luan, Xuemin Shen
2025	B	`conf`	UrbanMIMOMap: A Ray-Traced MIMO CSI Dataset with Precoding-Aware Maps and Benchmarks. GLOBECOM Honggang Jia, Xiucheng Wang, Nan Cheng, Ruijin Sun, Changle Li
2025	J	`jnl`	UrbanMIMOMap: A Ray-Traced MIMO CSI Dataset with Precoding-Aware Maps and Benchmarks. CoRR Honggang Jia, Xiucheng Wang, Nan Cheng, Ruijin Sun, Changle Li
2025	J	`jnl`	iRadioDiff: Physics-Informed Diffusion Model for Indoor Radio Map Construction and Localization. CoRR Xiucheng Wang, Tingwei Yuan, Yang Cao, Nan Cheng, Ruijin Sun, Weihua Zhuang
2024	B	`conf`	ALWNN: Automatic Modulation Classification via Adaptive Lightweight Wavelet Neural Network. GLOBECOM Yunhao Quan, Nan Cheng, Xiucheng Wang, Zhisheng Yin, Wenchao Xu, Danyang Wang
2024	B	`conf`	Com PIMRC Yuhao Pan, Xiucheng Wang, Zhisheng Yin, Nan Cheng, Yuchuan Fu, Haixia Peng, Changle Li
2024	J	`jnl`	Constructing and Evaluating Digital Twins: An Intelligent Framework for DT Development. CoRR Longfei Ma, Nan Cheng, Xiucheng Wang, Jiong Chen, Yinjun Gao, Dongxiao Zhang, Jun-Jie Zhang
2024	B	`conf`	DTA-RL: Dynamic Topology Adaptive Reinforcement Learning Approach for Task Offloading in Mobile Edge Computing. GLOBECOM Lianhao Fu, Nan Cheng, Xiucheng Wang, Ruijin Sun, Ning Lu, Zhou Su, Changle Li
2024	J	`jnl`	Dynamic Neural Network-Based Resource Management for Mobile Edge Computing in 6G Networks. IEEE Trans. Cogn. Commun. Netw. Longfei Ma, Nan Cheng, Conghao Zhou, Xiucheng Wang, Ning Lu, Ning Zhang, Khalid Aldubaikhy, Abdullah M. Alqasir
2024	J	`jnl`	GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network. CoRR Yuhao Pan, Xiucheng Wang, Zhiyao Xu, Nan Cheng, Wenchao Xu, Junjie Zhang
2024	J	`jnl`	GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network. IEEE Internet Things J. Yuhao Pan, Xiucheng Wang, Zhiyao Xu, Nan Cheng, Wenchao Xu, Jun-Jie Zhang
2024	J	`jnl`	Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model. CoRR Keda Tao, Jinjin Gu, Yulun Zhang, Xiucheng Wang, Nan Cheng
2024	J	`jnl`	RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction. CoRR Xiucheng Wang, Keda Tao, Nan Cheng, Zhisheng Yin, Zan Li, Yuan Zhang, Xuemin Shen
2024	J	`jnl`	Reliable Projection Based Unsupervised Learning for Semi-Definite QCQP with Application of Beamforming Optimization. CoRR Xiucheng Wang, Qi Qiu, Nan Cheng
2024	J	`jnl`	RingSFL: An Adaptive Split Federated Learning Towards Taming Client Heterogeneity. IEEE Trans. Mob. Comput. Jinglong Shen, Nan Cheng, Xiucheng Wang, Feng Lyu, Wenchao Xu, Zhi Liu, Khalid Aldubaikhy, Xuemin Shen
2024	J	`jnl`	Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges. CoRR Nan Cheng, Xiucheng Wang, Zan Li, Zhisheng Yin, Tom H. Luan, Xuemin Shen
2024	J	`jnl`	Trapezoidal Gradient Descent for Effective Reinforcement Learning in Spiking Networks. CoRR Yuhao Pan, Xiucheng Wang, Nan Cheng, Qi Qiu
2023	J	`jnl`	AI for UAV-Assisted IoT Applications: A Comprehensive Review. IEEE Internet Things J. Nan Cheng, Shen Wu, Xiucheng Wang, Zhisheng Yin, Changle Li, Wen Chen, Fangjiong Chen
2023	—	`conf`	CNN-Based Synergetic Beamforming for Symbiotic Secure Transmissions in Integrated Satellite-Terrestrial Network. ICCT Zhaowei Wang, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Yunchao Song, Tom H. Luan
2023	J	`jnl`	Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning. CoRR Xiucheng Wang, Nan Cheng, Longfei Ma, Ruijin Sun, Rong Chai, Ning Lu
2023	—	`conf`	Distilling Knowledge from Resource Management Algorithms to Neural Networks: A Unified Training Assistance Approach. VTC Fall Longfei Ma, Nan Cheng, Xiucheng Wang, Zhisheng Yin, Haibo Zhou, Wei Quan
2023	J	`jnl`	Distilling Knowledge from Resource Management Algorithms to Neural Networks: A Unified Training Assistance Approach. CoRR Longfei Ma, Nan Cheng, Xiucheng Wang, Zhisheng Yin, Haibo Zhou, Wei Quan
2023	B	`conf`	Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach. GLOBECOM Jinglong Shen, Xiucheng Wang, Nan Cheng, Longfei Ma, Conghao Zhou, Yuan Zhang
2023	J	`jnl`	Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach. CoRR Jinglong Shen, Xiucheng Wang, Nan Cheng, Longfei Ma, Conghao Zhou, Yuan Zhang
2023	—	`conf`	Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks. MetaCom Xiucheng Wang, Nan Cheng, Longfei Ma, Zhisheng Yin, Tom H. Luan, Ning Lu
2023	J	`jnl`	Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks. CoRR Xiucheng Wang, Nan Cheng, Longfei Ma, Zhisheng Yin, Tom H. Luan, Ning Lu
2023	C	`conf`	Interpretable and Secure Trajectory Optimization for UAV-Assisted Communication. ICCC Yunhao Quan, Nan Cheng, Xiucheng Wang, Jinglong Shen, Longfei Ma, Zhisheng Yin
2023	J	`jnl`	Interpretable and Secure Trajectory Optimization for UAV-Assisted Communication. CoRR Yunhao Quan, Nan Cheng, Xiucheng Wang, Jinglong Shen, Longfei Ma, Zhisheng Yin
2023	—	`conf`	Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles. VTC Fall Ruijin Sun, Xiao Yang, Nan Cheng, Xiucheng Wang, Changle Li
2023	J	`jnl`	Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles. CoRR Ruijin Sun, Xiao Yang, Nan Cheng, Xiucheng Wang, Changle Li
2023	B	`conf`	Label-Free Deep Learning Driven Secure Access Selection in Space-Air-Ground Integrated Networks. GLOBECOM Zhaowei Wang, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Yuan Zhang, Tom H. Luan
2023	J	`jnl`	Label-free Deep Learning Driven Secure Access Selection in Space-Air-Ground Integrated Networks. CoRR Zhaowei Wang, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Yuan Zhang, Tom H. Luan
2023	J	`jnl`	Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning. CoRR Xiucheng Wang, Hongzhi Guo
2023	B	`conf`	Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach. PIMRC Xiucheng Wang, Nan Chen, Lianhao Fu, Wei Quan, Ruijin Sun, Yilong Hui, Tom H. Luan, Xuemin Sherman Shen
2023	J	`jnl`	Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach. CoRR Xiucheng Wang, Nan Cheng, Lianhao Fu, Wei Quan, Ruijin Sun, Yilong Hui, Tom H. Luan, Xuemin Shen
2022	—	`conf`	Digital Twin-Assisted Efficient Reinforcement Learning for Edge Task Scheduling. VTC Spring Xiucheng Wang, Longfei Ma, Haocheng Li, Zhisheng Yin, Tom H. Luan, Nan Cheng
2022	J	`jnl`	Digital Twin-Assisted Efficient Reinforcement Learning for Edge Task Scheduling. CoRR Xiucheng Wang, Longfei Ma, Haocheng Li, Zhisheng Yin, Tom H. Luan, Nan Cheng
2022	J	`jnl`	Joint Flying Relay Location and Routing Optimization for 6G UAV-IoT Networks: A Graph Neural Network-Based Approach. Remote. Sens. Xiucheng Wang, Lianhao Fu, Nan Chen, Ruijin Sun, Tom H. Luan, Wei Quan, Khalid Aldubaikhy
2022	J	`jnl`	On-Demand Resource Management for 6G Wireless Networks Using Knowledge-Assisted Dynamic Neural Networks. CoRR Longfei Ma, Nan Cheng, Xiucheng Wang, Ruijin Sun, Ning Lu
2022	—	`conf`	SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer. ICCSPA Ziyou Ren, Nan Cheng, Ruijin Sun, Xiucheng Wang, Ning Lu, Wenchao Xu
2022	J	`jnl`	SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer. CoRR Ziyou Ren, Nan Cheng, Ruijin Sun, Xiucheng Wang, Ning Lu, Wenchao Xu
2021	—	`conf`	Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning. CCNC Xiucheng Wang, Hongzhi Guo