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@proceedings{DBLP:conf/ijcai/2022fl, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-28996-5}, doi = {10.1007/978-3-031-28996-5}, isbn = {978-3-031-28995-8}, timestamp = {Fri, 31 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/2022fl.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/CaiCYZJWGC22, author = {Shuowei Cai and Di Chai and Liu Yang and Junxue Zhang and Yilun Jin and Leye Wang and Kun Guo and Kai Chen}, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {Secure Forward Aggregation for Vertical Federated Neural Networks}, booktitle = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, pages = {115--129}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28996-5\_9}, doi = {10.1007/978-3-031-28996-5\_9}, timestamp = {Wed, 15 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/CaiCYZJWGC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/CaiLLLZ22, author = {Jianping Cai and Yang Liu and Ximeng Liu and Jiayin Li and Hongbin Zhuang}, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {Privacy-Preserving Federated Cross-Domain Social Recommendation}, booktitle = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, pages = {144--158}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28996-5\_11}, doi = {10.1007/978-3-031-28996-5\_11}, timestamp = {Sun, 16 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/CaiLLLZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/FraboniVKL22, author = {Yann Fraboni and Richard Vidal and Laetitia Kameni and Marco Lorenzi}, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {A General Theory for Client Sampling in Federated Learning}, booktitle = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, pages = {46--58}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28996-5\_4}, doi = {10.1007/978-3-031-28996-5\_4}, timestamp = {Fri, 31 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/FraboniVKL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HoechRMS22, author = {Haley Hoech and Roman Rischke and Karsten M{\"{u}}ller and Wojciech Samek}, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {FedAUXfdp: Differentially Private One-Shot Federated Distillation}, booktitle = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, pages = {100--114}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28996-5\_8}, doi = {10.1007/978-3-031-28996-5\_8}, timestamp = {Sat, 29 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/HoechRMS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/IsakssonZCGG22, author = {Martin Isaksson and Edvin Listo Zec and Rickard C{\"{o}}ster and Daniel Gillblad and Sarunas Girdzijauskas}, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {Adaptive Expert Models for Federated Learning}, booktitle = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, pages = {1--16}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28996-5\_1}, doi = {10.1007/978-3-031-28996-5\_1}, timestamp = {Sun, 16 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/IsakssonZCGG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/KolliasSW22, author = {Georgios Kollias and Theodoros Salonidis and Shiqiang Wang}, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {Sketch to Skip and Select: Communication Efficient Federated Learning Using Locality Sensitive Hashing}, booktitle = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, pages = {72--83}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28996-5\_6}, doi = {10.1007/978-3-031-28996-5\_6}, timestamp = {Fri, 31 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/KolliasSW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/LiSMWZ22, author = {Zijian Li and Jiawei Shao and Yuyi Mao and Jessie Hui Wang and Jun Zhang}, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {Federated Learning with GAN-Based Data Synthesis for Non-IID Clients}, booktitle = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, pages = {17--32}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28996-5\_2}, doi = {10.1007/978-3-031-28996-5\_2}, timestamp = {Sun, 16 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/LiSMWZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/VerardoBCKM22, author = {Giacomo Verardo and Daniel Barreira and Marco Chiesa and Dejan Kostic and Gerald Q. Maguire Jr.}, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {Fast Server Learning Rate Tuning for Coded Federated Dropout}, booktitle = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, pages = {84--99}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28996-5\_7}, doi = {10.1007/978-3-031-28996-5\_7}, timestamp = {Sun, 16 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/VerardoBCKM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/YangZCWGCY22, author = {Liu Yang and Junxue Zhang and Di Chai and Leye Wang and Kun Guo and Kai Chen and Qiang Yang}, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {Practical and Secure Federated Recommendation with Personalized Mask}, booktitle = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, pages = {33--45}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28996-5\_3}, doi = {10.1007/978-3-031-28996-5\_3}, timestamp = {Wed, 15 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/YangZCWGCY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZecEWMG22, author = {Edvin Listo Zec and Ebba Ekblom and Martin Willbo and Olof Mogren and Sarunas Girdzijauskas}, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {Decentralized Adaptive Clustering of Deep Nets is Beneficial for Client Collaboration}, booktitle = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, pages = {59--71}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28996-5\_5}, doi = {10.1007/978-3-031-28996-5\_5}, timestamp = {Fri, 31 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ZecEWMG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZhaoLMYLL22, author = {Shubao Zhao and Jia Liu and Guoliang Ma and Jie Yang and Di Liu and Zengxiang Li}, editor = {Randy Goebel and Han Yu and Boi Faltings and Lixin Fan and Zehui Xiong}, title = {Two-Phased Federated Learning with Clustering and Personalization for Natural Gas Load Forecasting}, booktitle = {Trustworthy Federated Learning - First International Workshop, {FL} 2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {13448}, pages = {130--143}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28996-5\_10}, doi = {10.1007/978-3-031-28996-5\_10}, timestamp = {Fri, 31 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ZhaoLMYLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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