| 2026 | WWW | RadioAR: Autoregressive Modeling for Accurate Radio Map Estimation. | Peilin Zheng, Xiucheng Wang, Wenshuo Chen, Ruijin Sun, Lei Wang, Yutao Yue, Nan Cheng |
| 2025 | GLOBECOM | UrbanMIMOMap: A Ray-Traced MIMO CSI Dataset with Precoding-Aware Maps and Benchmarks. | Honggang Jia, Xiucheng Wang, Nan Cheng, Ruijin Sun, Changle Li |
| 2025 | GLOBECOM | Countering Dual-Domain Eavesdropping in Satellite Uplinks: A Cooperative Relay and Power Allocation Framework. | Xuan Zhao, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Tom H. Luan, Changle Li |
| 2025 | ICLR | Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model. | Keda Tao, Jinjin Gu, Yulun Zhang, Xiucheng Wang, Nan Cheng |
| 2025 | INFOCOM | RadioDiff-Turbo: Lightweight Generative Large Electromagnetic Model for Wireless Digital Twin Construction. | Xiucheng Wang, Peilin Zheng, Nan Cheng, Ruijin Sun, Junting Chen, Keda Tao, Zhisheng Yin, Zhiquan Liu, Yong Zeng |
| 2024 | GLOBECOM | DTA-RL: Dynamic Topology Adaptive Reinforcement Learning Approach for Task Offloading in Mobile Edge Computing. | Lianhao Fu, Nan Cheng, Xiucheng Wang, Ruijin Sun, Ning Lu, Zhou Su, Changle Li |
| 2024 | GLOBECOM | ALWNN: Automatic Modulation Classification via Adaptive Lightweight Wavelet Neural Network. | Yunhao Quan, Nan Cheng, Xiucheng Wang, Zhisheng Yin, Wenchao Xu, Danyang Wang |
| 2024 | PIMRC | Com | Yuhao Pan, Xiucheng Wang, Zhisheng Yin, Nan Cheng, Yuchuan Fu, Haixia Peng, Changle Li |
| 2023 | GLOBECOM | Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach. | Jinglong Shen, Xiucheng Wang, Nan Cheng, Longfei Ma, Conghao Zhou, Yuan Zhang |
| 2023 | GLOBECOM | Label-Free Deep Learning Driven Secure Access Selection in Space-Air-Ground Integrated Networks. | Zhaowei Wang, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Yuan Zhang, Tom H. Luan |
| 2023 | PIMRC | Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach. | Xiucheng Wang, Nan Chen, Lianhao Fu, Wei Quan, Ruijin Sun, Yilong Hui, Tom H. Luan, Xuemin Sherman Shen |
| 2023 | VTC | Distilling Knowledge from Resource Management Algorithms to Neural Networks: A Unified Training Assistance Approach. | Longfei Ma, Nan Cheng, Xiucheng Wang, Zhisheng Yin, Haibo Zhou, Wei Quan |
| 2023 | VTC | Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles. | Ruijin Sun, Xiao Yang, Nan Cheng, Xiucheng Wang, Changle Li |
| 2022 | VTC | Digital Twin-Assisted Efficient Reinforcement Learning for Edge Task Scheduling. | Xiucheng Wang, Longfei Ma, Haocheng Li, Zhisheng Yin, Tom H. Luan, Nan Cheng |