Cheng Tai

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 11

Top Topics

Mathematical Foundations

Stochastic Gradient

Convolutional Neural Networks

Top Venues

J. Mach. Learn. Res.

Publications

Hongda Sun, Yuxuan Liu, Chengwei Wu, Haiyu Yan, Cheng Tai, Xin Gao, Shuo Shang, Rui Yan
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering. CoRR (2024)
Hongda Sun, Yuxuan Liu, Chengwei Wu, Haiyu Yan, Cheng Tai, Xin Gao, Shuo Shang, Rui Yan
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering. WWW (2024)
Zeping Min, Cheng Tai
Why pseudo label based algorithm is effective? -from the perspective of pseudo labeled data. CoRR (2022)
Qianxiao Li, Cheng Tai, Weinan E
Stochastic Modified Equations and Dynamics of Stochastic Gradient Algorithms I: Mathematical Foundations. J. Mach. Learn. Res. 20 (2019)
Qianxiao Li, Cheng Tai, Weinan E
Stochastic Modified Equations and Dynamics of Stochastic Gradient Algorithms I: Mathematical Foundations. CoRR (2018)
Lei Wu, Zhanxing Zhu, Cheng Tai, Weinan E
Understanding and Enhancing the Transferability of Adversarial Examples. CoRR (2018)
Qianxiao Li, Long Chen, Cheng Tai, Weinan E
Maximum Principle Based Algorithms for Deep Learning. CoRR (2017)
Qianxiao Li, Cheng Tai, Weinan E
Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms. ICML (2017)
Qianxiao Li, Long Chen, Cheng Tai, Weinan E
Maximum Principle Based Algorithms for Deep Learning. J. Mach. Learn. Res. 18 (2017)
Cheng Tai, Weinan E
Multiscale Adaptive Representation of Signals: I. The Basic Framework. J. Mach. Learn. Res. 17 (2016)
Cheng Tai, Tong Xiao, Xiaogang Wang, Weinan E
Convolutional neural networks with low-rank regularization. ICLR (Poster) (2016)
Cheng Tai, Weinan E
Multiscale Adaptive Representation of Signals: I. The Basic Framework. CoRR (2015)
Qianxiao Li, Cheng Tai, Weinan E
Dynamics of Stochastic Gradient Algorithms. CoRR (2015)
Cheng Tai, Xiaoqun Zhang, Zuowei Shen
Wavelet Frame Based Multiphase Image Segmentation. SIAM J. Imaging Sci. 6 (4) (2013)