Channel Non-Line-of-Sight Identification Based on Convolutional Neural Networks. - Qingbi Zheng; Ruisi He; Bo Ai 001; Chen Huang 004; Wei Chen 016; Zhangdui Zhong; Haoxiang Zhang (IEEE Wirel. Commun. Lett., 2020)

End-to-End Service Deployment Using Graph Matching Search for B5G/6G Networks. - Junye Zhang; Peng Yu 001; Wenjing Li 001; Qingbi Zheng (ComComAP, 2021)

A Digital Twin Approach for Self-optimization of Mobile Networks. - Juan Deng; Qingbi Zheng; Guangyi Liu 001; Jielin Bai; Kaicong Tian; Changhao Sun; Yujie Yan; Yitong Liu (WCNC Workshops, 2021)

Cloud game computing offload based on Multi-Agent Reinforcement Learning. - Kaicong Tian; Yitong Liu; Hongwen Yang; Qingbi Zheng (VTC Fall, 2022)

Optimization of Broadcast Beams in Massive MIMO: Learning from A Digital Twin. - Yuxuan Li; Cheng Zhang 004; Yongming Huang 001; Qingbi Zheng (GLOBECOM (Workshops), 2023)

A Multi-Dimensional Resource Cooperative Allocation Scheme Based on Wireless Digital Twin Network. - Qingbi Zheng; Guangyu Li; Yitong Liu; Yuehong Gao; Kuo Cui; Jinyang Liu (GLOBECOM (Workshops), 2023)

Self-adaptive and Efficient Training Node Selection for Federated Learning in B5G/6G Edge Network. - Can Tan; Peng Yu 001; Wenjing Li 001; Fanqin Zhou; Ying Wang 002; Siya Xu; Xuesong Qiu 001; Qingbi Zheng; Pei Xiao 001 (NOMS, 2023)

Conditional Generative Adversarial Network Aided Digital Twin Network Modeling for Massive MIMO Optimization. - Weiliang He; Cheng Zhang 004; Juan Deng; Qingbi Zheng; Yongming Huang 001; Xiaohu You 001 (WCNC, 2023)

MSMCC: Multi-Small Model Coordination Center for Accelerating Network Intelligence. - Yuhong Huang; Liexiang Yue; Min Zhang; Qingbi Zheng; Na Li; Guangyi Liu 001; Qixing Wang (GLOBECOM (Workshops), 2024)

TransNeural: An Enhanced-Transformer-Based Performance Pre-Validation Model for Split Learning Tasks. - Guangyi Liu 001; Mancong Kang; Yanhong Zhu; Qingbi Zheng; Maosheng Zhu; Na Li (Sensors, 2024)

Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing. - Zhengming Zhang 001; Yongming Huang 001; Cheng Zhang 004; Qingbi Zheng; Luxi Yang; Xiaohu You 001 (IEEE Trans. Commun., 2024)

Native Design for 6G Digital Twin Network: Use Cases, Architecture, Functions, and Key Technologies. - Guangyi Liu 001; Yanhong Zhu; Mancong Kang; Liexiang Yue; Qingbi Zheng; Na Li; Qixing Wang; Yuhong Huang; Xiaoyun Wang 001 (IEEE Internet Things J., 2025)

6G autonomous radio access network empowered by artificial intelligence and network digital twin. - Guangyi Liu 001; Juan Deng; Yanhong Zhu; Na Li; Boxiao Han; Shoufeng Wang; Hua Rui; Jingyu Wang 001; Jianhua Zhang 001; Ying Cui; Yingping Cui; Yang Yang 001; et al. (Frontiers Inf. Technol. Electron. Eng., 2025)