Using a Hidden Markov Model for Improving the Spatial-Temporal Consistency of Time Series Land Cover Classification. - Wenbing Gong; Shenghui Fang; Guang Yang; Mengyu Ge (ISPRS Int. J. Geo Inf., 2017)

Data Mining Techniques for the Analysis and Prediction in Bioenergy Yield. - Mengyu Ge; Han Liu; Yilin Liu; Changgang Zheng (AIAM (IEEE), 2019)

Understanding the Correlation between Landscape Pattern and Vertical Urban Volume by Time-Series Remote Sensing Data: A Case Study of Melbourne. - Mengyu Ge; Shenghui Fang; Yan Gong; Pengjie Tao; Guang Yang; Wenbing Gong (ISPRS Int. J. Geo Inf., 2021)

Assessment of Vegetation Dynamics and Ecosystem Resilience in the Context of Climate Change and Drought in the Horn of Africa. - Simon Measho; Baozhang Chen; Petri Pellikka; Lifeng Guo; Huifang Zhang; Diwen Cai; Shaobo Sun; Alphonse Kayiranga; Xiaohong Sun; Mengyu Ge (Remote. Sens., 2021)

A Pragmatic Label-Specific Backdoor Attack. - Yu Wang; Haomiao Yang; Jiasheng Li; Mengyu Ge (FCS, 2022)

A Predictive Model of COVID-19 mRNA Vaccine Reactivity based on Dual Attention for Federated Learning Scenarios. - Mengyu Ge; Haomiao Yang; Xian Ming; Kunlan Xiang (HPCC/DSS/SmartCity/DependSys, 2022)

Secure SVM Services with Multiple Service Providers and Subscribers in the Cloud. - Ruiheng Lu; Xiaofen Wang; Mengyu Ge; Jiasheng Li; Haomiao Yang (HPCC/DSS/SmartCity/DependSys, 2022)

Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients. - Dongyun Xue; Haomiao Yang; Mengyu Ge; Jingwei Li 001; Guowen Xu; Hongwei Li 001 (INFOCOM, 2023)

Using Highly Compressed Gradients in Federated Learning for Data Reconstruction Attacks. - Haomiao Yang; Mengyu Ge; Kunlan Xiang; Jingwei Li 001 (IEEE Trans. Inf. Forensics Secur., 2023)

FedVAE: Communication-Efficient Federated Learning With Non-IID Private Data. - Haomiao Yang; Mengyu Ge; Kunlan Xiang; Xuejun Bai; Hongwei Li 001 (IEEE Syst. J., 2023)

Gradient Leakage Attacks in Federated Learning: Research Frontiers, Taxonomy, and Future Directions. - Haomiao Yang; Mengyu Ge; Dongyun Xue; Kunlan Xiang; Hongwei Li 001; Rongxing Lu (IEEE Netw., 2024)

A Comprehensive Overview of Backdoor Attacks in Large Language Models Within Communication Networks. - Haomiao Yang; Kunlan Xiang; Mengyu Ge; Hongwei Li 001; Rongxing Lu; Shui Yu 001 (IEEE Netw., 2024)

Privacy Preservation of Large Language Models in the Metaverse Era: Research Frontiers, Categorical Comparisons, and Future Directions. - Dabin Huang; Mengyu Ge; Kunlan Xiang; Xiaolei Zhang; Haomiao Yang (Int. J. Netw. Manag., 2025)

Fast Generation-Based Gradient Leakage Attacks: An Approach to Generate Training Data Directly From the Gradient. - Haomiao Yang; Dongyun Xue; Mengyu Ge; Jingwei Li 001; Guowen Xu; Hongwei Li 001; Rongxing Lu (IEEE Trans. Dependable Secur. Comput., 2025)