Yanming Lai - RankMe

15 papers Journal 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond the Prompt in Large Language Models: Comprehension, In-Context Learning, and Chain-of-Thought. CoRR Yuling Jiao, Yanming Lai, Huazhen Lin, Wensen Ma, Houduo Qi, Defeng Sun
2026	J	`jnl`	Standard Transformers Achieve the Minimax Rate in Nonparametric Regression with C CoRR Yanming Lai, Defeng Sun
2026	J	`jnl`	Transformers Can Overcome the Curse of Dimensionality: A Theoretical Study from an Approximation Perspective. J. Mach. Learn. Res. Yuling Jiao, Yanming Lai, Yang Wang, Bokai Yan
2025	J	`jnl`	Approximation Bounds for Transformer Networks with Application to Regression. CoRR Yuling Jiao, Yanming Lai, Defeng Sun, Yang Wang, Bokai Yan
2025	J	`jnl`	Error Analysis of Three-Layer Neural Network Trained With PGD for Deep Ritz Method. IEEE Trans. Inf. Theory Yuling Jiao, Yanming Lai, Yang Wang
2025	J	`jnl`	Transformers Can Overcome the Curse of Dimensionality: A Theoretical Study from an Approximation Perspective. CoRR Yuling Jiao, Yanming Lai, Yang Wang, Bokai Yan
2024	J	`jnl`	Convergence Analysis of Flow Matching in Latent Space with Transformers. CoRR Yuling Jiao, Yanming Lai, Yang Wang, Bokai Yan
2024	J	`jnl`	Error Analysis of Three-Layer Neural Network Trained with PGD for Deep Ritz Method. CoRR Yuling Jiao, Yanming Lai, Yang Wang
2023	J	`jnl`	Convergence Analysis of the Deep Galerkin Method for Weak Solutions. CoRR Yuling Jiao, Yanming Lai, Yang Wang, Haizhao Yang, Yunfei Yang
2023	J	`jnl`	Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class. SIAM J. Math. Anal. Yuling Jiao, Yanming Lai, Xiliang Lu, Fengru Wang, Jerry Zhijian Yang, Yuanyuan Yang
2021	J	`jnl`	Analysis of Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Conditions. CoRR Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Qimeng Quan, Jerry Zhijian Yang
2021	J	`jnl`	Convergence Analysis for the PINNs. CoRR Yuling Jiao, Yanming Lai, Dingwei Li, Xiliang Lu, Yang Wang, Jerry Zhijian Yang
2021	J	`jnl`	Convergence Rate Analysis for Deep Ritz Method. CoRR Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
2021	J	`jnl`	Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality on Hölder Class. CoRR Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
2021	J	`jnl`	Error Analysis of Deep Ritz Methods for Elliptic Equations. CoRR Yuling Jiao, Yanming Lai, Yisu Luo, Yang Wang, Yunfei Yang