Mengyu Ge

15 papers A* 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
EmbodiedBrain: Expanding Performance Boundaries of Task Planning for Embodied Intelligence.
CoRR
Ding Zou, Feifan Wang, Mengyu Ge, Siyuan Fan, Zongbing Zhang, Wei Chen, Lingfeng Wang, Zhongyou Hu, Wenrui Yan, Zhengwei Gao, Hao Wang, Weizhao Jin, Yu Zhang, Hainan Zhao, Mingliang Zhang, Xianxian Xi, Yaru Zhang, Wenyuan Li, Zhengguang Gao, Yurui Zhu
2025 J jnl
Fast Generation-Based Gradient Leakage Attacks: An Approach to Generate Training Data Directly From the Gradient.
IEEE Trans. Dependable Secur. Comput.
Haomiao Yang, Dongyun Xue, Mengyu Ge, Jingwei Li, Guowen Xu, Hongwei Li, Rongxing Lu
2025 J jnl
Privacy Preservation of Large Language Models in the Metaverse Era: Research Frontiers, Categorical Comparisons, and Future Directions.
Int. J. Netw. Manag.
Dabin Huang, Mengyu Ge, Kunlan Xiang, Xiaolei Zhang, Haomiao Yang
2024 J jnl
A Comprehensive Overview of Backdoor Attacks in Large Language Models Within Communication Networks.
IEEE Netw.
Haomiao Yang, Kunlan Xiang, Mengyu Ge, Hongwei Li, Rongxing Lu, Shui Yu
2024 J jnl
Gradient Leakage Attacks in Federated Learning: Research Frontiers, Taxonomy, and Future Directions.
IEEE Netw.
Haomiao Yang, Mengyu Ge, Dongyun Xue, Kunlan Xiang, Hongwei Li, Rongxing Lu
2023 A* conf
Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients.
INFOCOM
Dongyun Xue, Haomiao Yang, Mengyu Ge, Jingwei Li, Guowen Xu, Hongwei Li
2023 J jnl
FedVAE: Communication-Efficient Federated Learning With Non-IID Private Data.
IEEE Syst. J.
Haomiao Yang, Mengyu Ge, Kunlan Xiang, Xuejun Bai, Hongwei Li
2023 J jnl
Using Highly Compressed Gradients in Federated Learning for Data Reconstruction Attacks.
IEEE Trans. Inf. Forensics Secur.
Haomiao Yang, Mengyu Ge, Kunlan Xiang, Jingwei Li
2022 — conf
A Pragmatic Label-Specific Backdoor Attack.
FCS
Yu Wang, Haomiao Yang, Jiasheng Li, Mengyu Ge
2022 — conf
A Predictive Model of COVID-19 mRNA Vaccine Reactivity based on Dual Attention for Federated Learning Scenarios.
HPCC/DSS/SmartCity/DependSys
Mengyu Ge, Haomiao Yang, Xian Ming, Kunlan Xiang
2022 — conf
Secure SVM Services with Multiple Service Providers and Subscribers in the Cloud.
HPCC/DSS/SmartCity/DependSys
Ruiheng Lu, Xiaofen Wang, Mengyu Ge, Jiasheng Li, Haomiao Yang
2021 J jnl
Assessment of Vegetation Dynamics and Ecosystem Resilience in the Context of Climate Change and Drought in the Horn of Africa.
Remote. Sens.
Simon Measho, Baozhang Chen, Petri Pellikka, Lifeng Guo, Huifang Zhang, Diwen Cai, Shaobo Sun, Alphonse Kayiranga, Xiaohong Sun, Mengyu Ge
2021 J jnl
Understanding the Correlation between Landscape Pattern and Vertical Urban Volume by Time-Series Remote Sensing Data: A Case Study of Melbourne.
ISPRS Int. J. Geo Inf.
Mengyu Ge, Shenghui Fang, Yan Gong, Pengjie Tao, Guang Yang, Wenbing Gong
2019 — conf
Data Mining Techniques for the Analysis and Prediction in Bioenergy Yield.
AIAM (IEEE)
Mengyu Ge, Han Liu, Yilin Liu, Changgang Zheng
2017 J jnl
Using a Hidden Markov Model for Improving the Spatial-Temporal Consistency of Time Series Land Cover Classification.
ISPRS Int. J. Geo Inf.
Wenbing Gong, Shenghui Fang, Guang Yang, Mengyu Ge