Wavelet Frame Based Multiphase Image Segmentation. - Cheng Tai; Xiaoqun Zhang; Zuowei Shen (SIAM J. Imaging Sci., 2013)

Dynamics of Stochastic Gradient Algorithms. - Qianxiao Li; Cheng Tai; Weinan E (CoRR, 2015)

Convolutional neural networks with low-rank regularization. - Cheng Tai; Tong Xiao; Xiaogang Wang 001; Weinan E (ICLR (Poster), 2016)

Multiscale Adaptive Representation of Signals: I. The Basic Framework. - Cheng Tai; Weinan E (J. Mach. Learn. Res., 2016)

Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms. - Qianxiao Li; Cheng Tai; Weinan E (ICML, 2017)

Maximum Principle Based Algorithms for Deep Learning. - Qianxiao Li; Long Chen; Cheng Tai; Weinan E (J. Mach. Learn. Res., 2017)

Understanding and Enhancing the Transferability of Adversarial Examples. - Lei Wu; Zhanxing Zhu; Cheng Tai; Weinan E (CoRR, 2018)

Stochastic Modified Equations and Dynamics of Stochastic Gradient Algorithms I: Mathematical Foundations. - Qianxiao Li; Cheng Tai; Weinan E (J. Mach. Learn. Res., 2019)

Why pseudo label based algorithm is effective? -from the perspective of pseudo labeled data. - Zeping Min; Cheng Tai (CoRR, 2022)

Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering. - Hongda Sun 001; Yuxuan Liu 009; Chengwei Wu; Haiyu Yan; Cheng Tai; Xin Gao 001; Shuo Shang; Rui Yan 001 (WWW, 2024)