Zobrazeno 1 - 10
of 681
pro vyhledávání: '"SUN, Tianyi"'
Autor:
Sun, Tianyi
This is a further development of Vision Transformer Pruning via matrix decomposition. The purpose of the Vision Transformer Pruning is to prune the dimension of the linear projection of the dataset by learning their associated importance score in ord
Externí odkaz:
http://arxiv.org/abs/2308.10839
Autor:
Sun, Tianyi, Nelson, Bradley
This is an experiential study of investigating a consistent method for deriving the correlation between sentence vector and semantic meaning of a sentence. We first used three state-of-the-art word/sentence embedding methods including GPT-3, Word2Vec
Externí odkaz:
http://arxiv.org/abs/2308.03565
Autor:
Sun, Tianyi, Nelson, Bradley
An important problem in computational topology is to calculate the homology of a space from samples. In this work, we develop a statistical approach to this problem by calculating the expected rank of an induced map on homology from a sub-sample to t
Externí odkaz:
http://arxiv.org/abs/2308.01796
Several recent papers have recently shown that higher order graph neural networks can achieve better accuracy than their standard message passing counterparts, especially on highly structured graphs such as molecules. These models typically work by c
Externí odkaz:
http://arxiv.org/abs/2306.10767
Autor:
Sun, Tianyi
This project contains two chapters. Chapter 2 has two sections. First, we define the well-formed formulas of the Language of Sentential Logic using Construction Sequences. Second, we prove the Truth Assignments using the Language of Sentential Logic.
Externí odkaz:
http://arxiv.org/abs/2303.10750
When COVID-19 first started spreading and quarantine was implemented, the Society for Industrial and Applied Mathematics (SIAM) Student Chapter at the University of Minnesota-Twin Cities began a collaboration with Ecolab to use our skills as data sci
Externí odkaz:
http://arxiv.org/abs/2303.11936
Autor:
Zhang, Zhehao1, Sun, Tianyi2 tianyis6@illinois.edu, Fisher, Thomas3, Wang, Haiming4 wanghaiming@yitsd.edu.cn
Publikováno v:
Scientific Reports. 9/2/2024, Vol. 14 Issue 1, p1-20. 20p.
Autor:
Liu, Qing, Shen, Wenjuan, Wang, Tongyu, He, Jiaying, Cao, Pingting, Sun, Tianyi, Zhang, Ying, Ye, Wenjing, Huang, Chengquan
Publikováno v:
In Agricultural and Forest Meteorology 15 October 2024 357
Publikováno v:
In Applied Thermal Engineering 15 October 2024 255
Autor:
Meng, Yujia, Jia, Shuyu, Wang, Qian, Liu, Jingyue, Wang, He, Sun, Tianyi, Li, Xuzhou, Liu, Yingjie
Publikováno v:
In Neuroscience 4 October 2024 557:37-50