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82 Results
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Poster
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Wed 14:00 |
Anchor Sampling for Federated Learning with Partial Client Participation Feijie Wu · Song Guo · Zhihao Qu · Shiqi He · Ziming Liu · Jing Gao |
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Poster
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Thu 13:30 |
Out-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships Yaming Guo · Kai Guo · Xiaofeng Cao · Tieru Wu · Yi Chang |
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Workshop
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Can Public Large Language Models Help Private Cross-device Federated Learning? Boxin Wang · Yibo J. Zhang · Yuan Cao · Bo Li · Hugh B McMahan · Sewoong Oh · Zheng Xu · Manzil Zaheer |
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Workshop
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Internet Learning: Preliminary Steps Towards Highly Fault-Tolerant Learning on Device Networks Surojit Ganguli · Avi Amalanshu · Amritanshu Ranjan · David I. Inouye |
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Poster
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Thu 16:30 |
Personalized Subgraph Federated Learning Jinheon Baek · Wonyong Jeong · Jiongdao Jin · Jaehong Yoon · Sung Ju Hwang |
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Poster
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Tue 14:00 |
GuardHFL: Privacy Guardian for Heterogeneous Federated Learning Hanxiao Chen · Meng Hao · Hongwei Li · Kangjie Chen · Guowen Xu · Tianwei Zhang · Xilin Zhang |
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Workshop
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Incentivizing Honesty among Competitors in Collaborative Learning Florian Dorner · Nikola Konstantinov · Georgi Pashaliev · Martin Vechev |
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Workshop
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Can Public Large Language Models Help Private Cross-device Federated Learning? Boxin Wang · Yibo J. Zhang · Yuan Cao · Bo Li · Hugh B McMahan · Sewoong Oh · Zheng Xu · Manzil Zaheer |
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Poster
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Tue 14:00 |
Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis Sanjay Kariyappa · Chuan Guo · Kiwan Maeng · Wenjie Xiong · G. Edward Suh · Moinuddin Qureshi · Hsien-Hsin Sean Lee |
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Poster
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Tue 17:00 |
No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation Feilong Zhang · Xianming Liu · Shiyi Lin · Gang Wu · Xiong Zhou · Junjun Jiang · Xiangyang Ji |