Yongqiang Cai

17 papers A* 4Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Minimal Control Family of Dynamical Systems for Universal Approximation. IEEE Trans. Autom. Control. Yifei Duan, Yongqiang Cai
2025	J	`jnl`	Neural networks trained by weight permutation are universal approximators. Neural Networks Yongqiang Cai, Gaohang Chen, Zhonghua Qiao
2025	J	`jnl`	Retrieval Backward Attention without Additional Training: Enhance Embeddings of Large Language Models via Repetition. CoRR Yifei Duan, Raphael Shang, Deng Liang, Yongqiang Cai
2025	J	`jnl`	Vocabulary In-Context Learning in Transformers: Benefits of Positional Encoding. CoRR Qian Ma, Ruoxiang Xu, Yongqiang Cai
2024	J	`jnl`	Neural Networks Trained by Weight Permutation are Universal Approximators. CoRR Yongqiang Cai, Gaohang Chen, Zhonghua Qiao
2024	J	`jnl`	Vanilla Feedforward Neural Networks as a Discretization of Dynamical Systems. J. Sci. Comput. Yifei Duan, Li'ang Li, Guanghua Ji, Yongqiang Cai
2024	A*	`conf`	Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions. ICML Yongqiang Cai
2023	J	`jnl`	A Minimal Control Family of Dynamical Syetem for Universal Approximation. CoRR Yifei Duan, Yongqiang Cai
2023	A*	`conf`	Achieve the Minimum Width of Neural Networks for Universal Approximation. ICLR Yongqiang Cai
2023	A*	`conf`	Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation. ICML Li'ang Li, Yifei Duan, Guanghua Ji, Yongqiang Cai
2023	J	`jnl`	Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation. CoRR Li'ang Li, Yifei Duan, Guanghua Ji, Yongqiang Cai
2023	J	`jnl`	Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions. CoRR Yongqiang Cai
2022	J	`jnl`	Achieve the Minimum Width of Neural Networks for Universal Approximation. CoRR Yongqiang Cai
2022	J	`jnl`	Vanilla feedforward neural networks as a discretization of dynamic systems. CoRR Yifei Duan, Li'ang Li, Guanghua Ji, Yongqiang Cai
2020	J	`jnl`	Optimization in Machine Learning: A Distribution Space Approach. CoRR Yongqiang Cai, Qianxiao Li, Zuowei Shen
2019	A*	`conf`	A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent. ICML Yongqiang Cai, Qianxiao Li, Zuowei Shen
2018	J	`jnl`	On the Convergence and Robustness of Batch Normalization. CoRR Yongqiang Cai, Qianxiao Li, Zuowei Shen