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Poster
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Tue 15:15
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Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Federated Object Detection
Taehyeon Kim · Eric Lin · Junu Lee · Christian Lau · Vaikkunth Mugunthan
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Poster
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Thu 15:00
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FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation
Jia Gu · Caizhi Tang · Han Yan · Qing Cui · Longfei Li · Jun Zhou
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Poster
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Wed 8:45
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Convergence Analysis of Sequential Federated Learning on Heterogeneous Data
Yipeng Li · Xinchen Lyu
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Poster
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Thu 15:00
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Towards Personalized Federated Learning via Heterogeneous Model Reassembly
Jiaqi Wang · Xingyi Yang · Suhan Cui · Liwei Che · Lingjuan Lyu · Dongkuan (DK) Xu · Fenglong Ma
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Poster
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Thu 8:45
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Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time Shift in Federated Learning
Yue Tan · Chen Chen · Weiming Zhuang · Xin Dong · Lingjuan Lyu · Guodong Long
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Poster
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Tue 15:15
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Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction
Hanhan Zhou · Tian Lan · Guru Prasadh Venkataramani · Wenbo Ding
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Poster
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Tue 15:15
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One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation
Zhiwei Hao · Jianyuan Guo · Kai Han · Yehui Tang · Han Hu · Yunhe Wang · Chang Xu
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