Cold-Start Representation Learning: A Recommendation Approach with Bert4Movie and Movie2Vec. - Xinran Zhang 006; Xin Yuan; Yunwei Li; Yanru Zhang (ACM Multimedia, 2019)

Communication-Efficient Federated Learning in Channel Constrained Internet of Things. - Tao Hu 012; Xinran Zhang 006; Zheng Chang 001; Fengye Hu; Timo Hämäläinen 002 (GLOBECOM, 2022)

Title-and-Tag Contrastive Vision-and-Language Transformer for Social Media Popularity Prediction. - Weilong Chen; Chenghao Huang; Weimin Yuan; Xiaolu Chen; Wenhao Hu; Xinran Zhang 006; Yanru Zhang (ACM Multimedia, 2022)

Federated Learning-Assisted Vehicular Edge Computing: Architecture and Research Directions. - Xinran Zhang 006; Jingyuan Liu; Tao Hu 012; Zheng Chang 001; Yanru Zhang; Geyong Min (IEEE Veh. Technol. Mag., 2023)

When Zero-Trust Meets Federated Learning. - Xinran Zhang 006; Dan Wang 002; Yifei Zhu 001; Weilong Chen; Zheng Chang 001; Zhu Han 001 (GLOBECOM, 2024)

Multi-dimensional Resource Allocation in HAP-assisted UAV Wireless Networks for IoRT Data Collection. - Hui Zhao; Xinran Zhang 006; Weilong Chen; Xiaobin Xu 004; Li Wang 039; Zheng Chang 001 (GLOBECOM, 2024)

Vehicle Selection and Resource Allocation for Federated Learning-Assisted Vehicular Network. - Xinran Zhang 006; Zheng Chang 001; Tao Hu 012; Weilong Chen; Xin Zhang 122; Geyong Min (IEEE Trans. Mob. Comput., 2024)

Blockchain-Based Resource Trading in Multi-UAV Edge Computing System. - Runchen Xu; Zheng Chang 001; Xinran Zhang 006; Timo Hämäläinen 002 (IEEE Internet Things J., 2024)

Joint Accuracy and Latency Optimization for Quantized Federated Learning in Vehicular Networks. - Xinran Zhang 006; Weilong Chen; Hui Zhao; Zheng Chang 001; Zhu Han 001 (IEEE Internet Things J., 2024)

CIPPO: Contrastive Imitation Proximal Policy Optimization for Recommendation Based on Reinforcement Learning. - Weilong Chen; Shaoliang Zhang; Ruobing Xie; Feng Xia 006; Leyu Lin; Xinran Zhang 006; Yan Wang 083; Yanru Zhang (IEEE Trans. Knowl. Data Eng., 2024)

Semi-Supervised Federated Analytics for Heterogeneous Household Characteristics Identification. - Weilong Chen; Shengrong Bu; Xinran Zhang 006; Yanqing Tao; Yanru Zhang; Zhu Han 001 (IEEE Trans. Smart Grid, 2024)

Deploying Large AI Models on Resource-Limited Devices with Split Federated Learning. - Xianke Qiang; Hongda Liu; Xinran Zhang 006; Zheng Chang 001; Ying-Chang Liang (CoRR, 2025)

SocioDiff: A Socio-Aware Diffusion Model for Residential Electricity Consumption Data Generation. - Weilong Chen; Xinru Liu; Xinran Zhang 006; Jian Shi; Han Yang; Zhu Han 001; Yanru Zhang (IEEE Trans. Smart Grid, 2025)

Zero-Trust Based Robust Federated Learning Against Betrayal Behaviors. - Xinran Zhang 006; Dan Wang 002; Yifei Zhu 001; Weilong Chen; Zheng Chang 001; Zhu Han 001 (IEEE Trans. Mob. Comput., 2025)

Socially Aware Load Forecasting Utilizing Large Language Models. - Weilong Chen; Xinran Zhang 006; Ling Zhu; Jian Shi; Zheng Chang 001; Zhu Han 001; Yanru Zhang (IEEE Trans. Ind. Informatics, 2026)

Semantic Communication Based on Large Language Model for Underwater Image Transmission. - Weilong Chen; Wenxuan Xu; Haoran Chen; Xinran Zhang 006; Zhijin Qin; Yanru Zhang; Zhu Han 001 (IEEE Trans. Mob. Comput., 2026)