Zhang, Zhongwang

5 publications

ICML 2025 An Analysis for Reasoning Bias of Language Models with Small Initialization Junjie Yao, Zhongwang Zhang, Zhi-Qin John Xu

JMLR 2025 Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai

NeurIPS 2024 Initialization Is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

ICLR 2024 Stochastic Modified Equations and Dynamics of Dropout Algorithm Zhongwang Zhang, Yuqing Li, Tao Luo, Zhi-Qin John Xu

NeurIPS 2021 Embedding Principle of Loss Landscape of Deep Neural Networks Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhiqin J Xu