Statistical Optimality of Deep Wide Neural Networks. - Yicheng Li; Zixiong Yu; Guhan Chen; Qian Lin (CoRR, 2023)

Generalization Ability of Wide Residual Networks. - Jianfa Lai; Zixiong Yu; Songtao Tian; Qian Lin (CoRR, 2023)

Improve Generalization Ability of Deep Wide Residual Network with A Suitable Scaling Factor. - Songtao Tian; Zixiong Yu (CoRR, 2024)

On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains. - Yicheng Li; Zixiong Yu; Guhan Chen; Qian Lin (J. Mach. Learn. Res., 2024)

Divergence of Neural Tangent Kernel in Classification Problems. - Zixiong Yu; Songtao Tian; Guhan Chen (ICLR, 2025)

Divergence of Empirical Neural Tangent Kernel in Classification Problems. - Zixiong Yu; Songtao Tian; Guhan Chen (CoRR, 2025)

Dynamic Sampling that Adapts: Iterative DPO for Self-Aware Mathematical Reasoning. - Jun Rao; Xuebo Liu 002; Hexuan Deng; Zepeng Lin; Zixiong Yu; Jiansheng Wei; Xiaojun Meng; Min Zhang 005 (CoRR, 2025)