Summary of Federated Foundation Models on Heterogeneous Time Series, by Shengchao Chen et al.
Federated Foundation Models on Heterogeneous Time Seriesby Shengchao Chen, Guodong Long, Jing Jiang, Chengqi ZhangFirst…
Summary of How Does the Smoothness Approximation Method Facilitate Generalization For Federated Adversarial Learning?, by Wenjun Ding et al.
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning?by Wenjun Ding, Ying…
Summary of Federated Learning For Traffic Flow Prediction with Synthetic Data Augmentation, by Fermin Orozco et al.
Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentationby Fermin Orozco, Pedro Porto Buarque…
Summary of Learn How to Query From Unlabeled Data Streams in Federated Learning, by Yuchang Sun and Xinran Li and Tao Lin and Jun Zhang
Learn How to Query from Unlabeled Data Streams in Federated Learningby Yuchang Sun, Xinran Li,…
Summary of Federated In-context Llm Agent Learning, by Panlong Wu et al.
Federated In-Context LLM Agent Learningby Panlong Wu, Kangshuo Li, Junbao Nan, Fangxin WangFirst submitted to…
Summary of Tazza: Shuffling Neural Network Parameters For Secure and Private Federated Learning, by Kichang Lee et al.
Tazza: Shuffling Neural Network Parameters for Secure and Private Federated Learningby Kichang Lee, Jaeho Jin,…
Summary of A New Federated Learning Framework Against Gradient Inversion Attacks, by Pengxin Guo et al.
A New Federated Learning Framework Against Gradient Inversion Attacksby Pengxin Guo, Shuang Zeng, Wenhao Chen,…
Summary of Hierarchical Split Federated Learning: Convergence Analysis and System Optimization, by Zheng Lin et al.
Hierarchical Split Federated Learning: Convergence Analysis and System Optimizationby Zheng Lin, Wei Wei, Zhe Chen,…
Summary of Optimizing Personalized Federated Learning Through Adaptive Layer-wise Learning, by Weihang Chen et al.
Optimizing Personalized Federated Learning through Adaptive Layer-Wise Learningby Weihang Chen, Jie Ren, Zhiqiang Li, Ling…
Summary of Sequential Compression Layers For Efficient Federated Learning in Foundational Models, by Navyansh Mahla et al.
Sequential Compression Layers for Efficient Federated Learning in Foundational Modelsby Navyansh Mahla, Sunny Gupta, Amit…