Concepedia

Author

Xinyi Shang

Xiamen UniversityORCID

Also Known As

Shang, Xinyi, Xin-Yi Shang, Xinyi Shang

22

Publications

263

Citations

7

H-Index

34

Concepts

All Affiliations

Xiamen University
XS

About

Xinyi Shang is an author at Xiamen University specializing in engineering, federated learning, and distributed learning.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

6

6

229

2

Computer Science

5

5

207

3

Data Science

5

5

207

4

Artificial Intelligence

5

5

207

5

Geography

1

1

22

Xinyi Shang

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6

Publications

229

Citations

6

H-Index

YearCitations

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

Xinyi Shang, Yang Lu, Gang Huang,

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence

2022

84

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

Zexi Li, Xinyi Shang, Rui He,

2023

52

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

Xinyi Shang, Yang Lu, Yiu‐ming Cheung,

2022 IEEE International Conference on Multimedia and Expo (ICME)

2022

41

Greenland Ice Sheet Daily Surface Melt Flux Observed From Space

Lei Zheng, Xiao Cheng, Xinyi Shang,

Geophysical Research Letters

2022

22

Revisiting Weighted Aggregation in Federated Learning with Neural Networks

Zexi Li, Tao Lin, Xinyi Shang,

arXiv (Cornell University)

2023

19

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

Xinyi Shang, Yang Lu, Gang Huang,

arXiv (Cornell University)

2022

11

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