Yizhou Xu

1. Parameter Symmetry Potentially Unifies Deep Learning Theory
   2025/02/07 by Liu Ziyin, Yizhou Xu, Ziyin, Liu +5 · 4 citations
   Computer Science · #Neural Networks and Applications
2. Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime
   2025/09/29 by Leonardo Defilippis, Yizhou Xu, Defilippis, Leonardo +13 · 1 voice · 5 citations
   #cs.LG #cond-mat.dis-nn #cs.AI #stat.ML
3. Neural Thermodynamics: Entropic Forces in Deep and Universal Representation Learning
   2025/05/18 by Liu Ziyin, Ziyin, Liu, Yizhou Xu +3 · 1 voice · 2 citations
   #cs.LG #cond-mat.dis-nn #cond-mat.stat-mech #math-ph #q-bio.NC #stat.ML
4. Remove Symmetries to Control Model Expressivity and Improve Optimization
   2024/08/28 by Liu Ziyin, Ziyin, Liu, Yizhou Xu +4 · 1 voice · 1 citation
   Computer Science · #Neural Networks and Applications #cs.AI #cs.LG #stat.ML