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Ling, Shuyang
3 publications
TMLR
2025
Cross Entropy Versus Label Smoothing: A Neural Collapse Perspective
Li Guo
,
George Andriopoulos
,
Zifan Zhao
,
Zixuan Dong
,
Shuyang Ling
,
Keith W. Ross
JMLR
2024
Neural Collapse for Unconstrained Feature Model Under Cross-Entropy Loss with Imbalanced Data
Wanli Hong
,
Shuyang Ling
JMLR
2021
Strong Consistency, Graph Laplacians, and the Stochastic Block Model
Shaofeng Deng
,
Shuyang Ling
,
Thomas Strohmer