Data Quality Control in Federated Instruction-tuning of Large Language Modelsby Yaxin Du, Rui Ye, Fengting…
Why Go Full? Elevating Federated Learning Through Partial Network Updatesby Haolin Wang, Xuefeng Liu, Jianwei…
Federated Learning framework for LoRaWAN-enabled IIoT communication: A case studyby Oscar Torres Sanchez, Guilherme Borges,…
WPFed: Web-based Personalized Federation for Decentralized Systemsby Guanhua Ye, Jifeng He, Weiqing Wang, Zhe Xue,…
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detectionby Xinting Liao, Weiming Liu, Pengyang Zhou,…
FedCCRL: Federated Domain Generalization with Cross-Client Representation Learningby Xinpeng Wang, Yongxin Guo, Xiaoying TangFirst submitted…
Backdoor Attack on Vertical Federated Graph Neural Network Learningby Jirui Yang, Peng Chen, Zhihui Lu,…
Adversarially Guided Stateful Defense Against Backdoor Attacks in Federated Deep Learningby Hassan Ali, Surya Nepal,…
A few-shot Label Unlearning in Vertical Federated Learningby Hanlin Gu, Hong Xi Tae, Chee Seng…
Mobility-Aware Federated Learning: Multi-Armed Bandit Based Selection in Vehicular Networkby Haoyu Tu, Lin Chen, Zuguang…