The Numerical Stability of Hyperbolic Representation Learning. - Gal Mishne; Zhengchao Wan; Yusu Wang 001; Sheng Yang 004 (ICML, 2023)

Neural networks learn to magnify areas near decision boundaries. - Jacob A. Zavatone-Veth; Sheng Yang 004; Julian A. Rubinfien; Cengiz Pehlevan (CoRR, 2023)

Spectral regularization for adversarially-robust representation learning. - Sheng Yang 004; Jacob A. Zavatone-Veth; Cengiz Pehlevan (CoRR, 2024)