SocFedGPT: Federated GPT-based Adaptive Content Filtering System Leveraging User Interactions in Social Networksby Sai Puppala,…
Advancing oncology with federated learning: transcending boundaries in breast, lung, and prostate cancer. A systematic…
Privacy-Preserved Taxi Demand Prediction System Utilizing Distributed Databy Ren Ozeki, Haruki Yonekura, Hamada Rizk, Hirozumi…
LiD-FL: Towards List-Decodable Federated Learningby Hong Liu, Liren Shan, Han Bao, Ronghui You, Yuhao Yi,…
Overlay-based Decentralized Federated Learning in Bandwidth-limited Networksby Yudi Huang, Tingyang Sun, Ting HeFirst submitted to…
Tackling Noisy Clients in Federated Learning with End-to-end Label Correctionby Xuefeng Jiang, Sheng Sun, Jia…
Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed Banditby Duanyi Yao,…
Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacyby Wei Huo, Changxin Liu, Kemi Ding,…
FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Databy Ahmed Anwar, Brian…
FedBAT: Communication-Efficient Federated Learning via Learnable Binarizationby Shiwei Li, Wenchao Xu, Haozhao Wang, Xing Tang,…