Xinyi Shang | DeepAI

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Featured Co-authors

Bo Han
121 publications
Yang Lu
57 publications
Tao Lin
52 publications
Hanzi Wang
48 publications
Chao Wu
34 publications
Gang Huang
31 publications
Jian Lou
22 publications
Yiu-Ming Cheung
16 publications
Rui He
8 publications
Zexi Li
5 publications

research

∙ 03/17/2023

No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier

Data heterogeneity is an inherent challenge that hinders the performance...

0 Zexi Li, et al. ∙

research

∙ 03/04/2023

Federated Semi-Supervised Learning with Annotation Heterogeneity

Federated Semi-Supervised Learning (FSSL) aims to learn a global model f...

0 Xinyi Shang, et al. ∙

research

∙ 04/30/2022

FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation

Federated learning provides a privacy guarantee for generating good deep...

14 Xinyi Shang, et al. ∙

research

∙ 04/28/2022

Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features

Federated learning (FL) provides a privacy-preserving solution for distr...

0 Xinyi Shang, et al. ∙