Yanming Lai

According to our database, Yanming Lai authored at least 13 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Beyond the Prompt in Large Language Models: Comprehension, In-Context Learning, and Chain-of-Thought.

Yuling Jiao, Yanming Lai, Huazhen Lin, Wensen Ma, Houduo Qi, Defeng Sun

CoRR, March, 2026

Standard Transformers Achieve the Minimax Rate in Nonparametric Regression with C_s,λ Targets.

Yanming Lai, Defeng Sun

CoRR, February, 2026

Transformers Can Overcome the Curse of Dimensionality: A Theoretical Study from an Approximation Perspective.

Yuling Jiao, Yanming Lai, Yang Wang, Bokai Yan

J. Mach. Learn. Res., 2026

2025

Error Analysis of Three-Layer Neural Network Trained With PGD for Deep Ritz Method.

Yuling Jiao, Yanming Lai, Yang Wang

IEEE Trans. Inf. Theory, July, 2025

Approximation Bounds for Transformer Networks with Application to Regression.

Yuling Jiao, Yanming Lai, Defeng Sun, Yang Wang, Bokai Yan

CoRR, April, 2025

2024

Convergence Analysis of Flow Matching in Latent Space with Transformers.

Yuling Jiao, Yanming Lai, Yang Wang, Bokai Yan

CoRR, 2024

2023

Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class.

Yuling Jiao, Yanming Lai, Xiliang Lu, Fengru Wang, Jerry Zhijian Yang, Yuanyuan Yang

SIAM J. Math. Anal., August, 2023

Convergence Analysis of the Deep Galerkin Method for Weak Solutions.

Yuling Jiao, Yanming Lai, Yang Wang, Haizhao Yang, Yunfei Yang

CoRR, 2023

2021

Analysis of Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Conditions.

Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Qimeng Quan, Jerry Zhijian Yang

CoRR, 2021

Convergence Analysis for the PINNs.

Yuling Jiao, Yanming Lai, Dingwei Li, Xiliang Lu, Yang Wang, Jerry Zhijian Yang

CoRR, 2021

Error Analysis of Deep Ritz Methods for Elliptic Equations.

Yuling Jiao, Yanming Lai, Yisu Luo, Yang Wang, Yunfei Yang

CoRR, 2021

Convergence Rate Analysis for Deep Ritz Method.

Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang

CoRR, 2021

Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality on Hölder Class.

Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang

CoRR, 2021