FL@IJCAI

Keyphrases

Publications

volume 13448, 2023

Trustworthy Federated Learning - First International Workshop, FL 2022, Held in Conjunction with IJCAI 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers FL@IJCAI 13448 (2023)

2022

Giacomo Verardo, Daniel Barreira, Marco Chiesa, Dejan Kostic, Gerald Q. Maguire Jr.
Fast Server Learning Rate Tuning for Coded Federated Dropout. FL@IJCAI (2022)
Edvin Listo Zec, Ebba Ekblom, Martin Willbo, Olof Mogren, Sarunas Girdzijauskas
Decentralized Adaptive Clustering of Deep Nets is Beneficial for Client Collaboration. FL@IJCAI (2022)
Jianping Cai, Yang Liu, Ximeng Liu, Jiayin Li, Hongbin Zhuang
Privacy-Preserving Federated Cross-Domain Social Recommendation. FL@IJCAI (2022)
Shubao Zhao, Jia Liu, Guoliang Ma, Jie Yang, Di Liu, Zengxiang Li
Two-Phased Federated Learning with Clustering and Personalization for Natural Gas Load Forecasting. FL@IJCAI (2022)
Haley Hoech, Roman Rischke, Karsten Müller, Wojciech Samek
FedAUXfdp: Differentially Private One-Shot Federated Distillation. FL@IJCAI (2022)
Yann Fraboni, Richard Vidal, Laetitia Kameni, Marco Lorenzi
A General Theory for Client Sampling in Federated Learning. FL@IJCAI (2022)
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen
Secure Forward Aggregation for Vertical Federated Neural Networks. FL@IJCAI (2022)
Liu Yang, Junxue Zhang, Di Chai, Leye Wang, Kun Guo, Kai Chen, Qiang Yang
Practical and Secure Federated Recommendation with Personalized Mask. FL@IJCAI (2022)
Martin Isaksson, Edvin Listo Zec, Rickard Cöster, Daniel Gillblad, Sarunas Girdzijauskas
Adaptive Expert Models for Federated Learning. FL@IJCAI (2022)
Zijian Li, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang
Federated Learning with GAN-Based Data Synthesis for Non-IID Clients. FL@IJCAI (2022)
Georgios Kollias, Theodoros Salonidis, Shiqiang Wang
Sketch to Skip and Select: Communication Efficient Federated Learning Using Locality Sensitive Hashing. FL@IJCAI (2022)