ICLR 2025 "federated learning" Papers
15 papers found
Can Textual Gradient Work in Federated Learning?
Minghui Chen, Ruinan Jin, Wenlong Deng et al.
ICLR 2025posterarXiv:2502.19980
8
citations
Connecting Federated ADMM to Bayes
Siddharth Swaroop, Mohammad Emtiyaz Khan, Finale Doshi-Velez
ICLR 2025posterarXiv:2501.17325
4
citations
Debiasing Federated Learning with Correlated Client Participation
Zhenyu Sun, Ziyang Zhang, Zheng Xu et al.
ICLR 2025posterarXiv:2410.01209
1
citations
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
Rui Ye, Jingyi Chai, Xiangrui Liu et al.
ICLR 2025posterarXiv:2406.10630
18
citations
Federated Domain Generalization with Data-free On-server Matching Gradient
Binh Nguyen, Minh-Duong Nguyen, Jinsun Park et al.
ICLR 2025posterarXiv:2501.14653
8
citations
Federated Few-Shot Class-Incremental Learning
Muhammad Anwar Masum, Mahardhika Pratama, Lin Liu et al.
ICLR 2025poster
Federated Residual Low-Rank Adaption of Large Language Models
Yunlu Yan, Chun-Mei Feng, Wangmeng Zuo et al.
ICLR 2025poster
6
citations
FedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking
Changlong Shi, Jinmeng Li, He Zhao et al.
ICLR 2025posterarXiv:2503.15111
2
citations
Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection
Lei Shen, Zhenheng Tang, Lijun Wu et al.
ICLR 2025poster
4
citations
Optimization with Access to Auxiliary Information
EL MAHDI CHAYTI, Sai Karimireddy
ICLR 2025posterarXiv:2206.00395
14
citations
PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models
Kyeongkook Seo, Dong-Jun Han, Jaejun Yoo
ICLR 2025posterarXiv:2503.08085
3
citations
Problem-Parameter-Free Federated Learning
Wenjing Yan, Kai Zhang, Xiaolu Wang et al.
ICLR 2025poster
Query-based Knowledge Transfer for Heterogeneous Learning Environments
Norah Alballa, Wenxuan Zhang, Ziquan Liu et al.
ICLR 2025posterarXiv:2504.09205
2
citations
SparsyFed: Sparse Adaptive Federated Learning
Adriano Guastella, Lorenzo Sani, Alex Iacob et al.
ICLR 2025poster
1
citations
Towards Federated RLHF with Aggregated Client Preference for LLMs
Feijie Wu, Xiaoze Liu, Haoyu Wang et al.
ICLR 2025posterarXiv:2407.03038
9
citations