no code implementations • 9 Mar 2024 • Rong J. B. Zhu, Weiwei Jiang
Furthermore, we utilize the P-spline method to approximate the nonparametric function and develop procedures for inferring treatment effects within this framework.
no code implementations • 5 Mar 2024 • Juan Zou, Weiwei Jiang, Yizhang Xia, YuAn Liu, Zhanglu Hou
The process begins from a shallow network, grows and evolves, and gradually deepens into a complete network, reducing the search complexity in the global space.
no code implementations • 14 Oct 2023 • Juan Zou, Shenghong Wu, Yizhang Xia, Weiwei Jiang, Zeping Wu, Jinhua Zheng
In our algorithm, a new cell-based search space and an effective two-stage encoding method are designed to represent cells and neural network structures.
no code implementations • ACL 2021 • Li Huang, Junjie Li, Weiwei Jiang, ZhiYu Zhang, Minchuan Chen, Shaojun Wang, Jing Xiao
Chinese Spelling Check (CSC) is a challenging task due to the complex characteristics of Chinese characters.
Ranked #1 on Chinese Spell Checking on SIGHAN 2015
no code implementations • 26 Jul 2021 • Xi Guan, Guang Yang, Jianming Ye, Weiji Yang, Xiaomei Xu, Weiwei Jiang, Xiaobo Lai
Background: Glioma is the most common brain malignant tumor, with a high morbidity rate and a mortality rate of more than three percent, which seriously endangers human health.
Ranked #1 on Brain Tumor Segmentation on 768 chest X-ray images
1 code implementation • 6 Jul 2021 • Weiwei Jiang, Jiayun Luo
While this problem has been studied in the literature, it remains unknown whether drought can be precisely predicted or not with machine learning models using weather data.
1 code implementation • 4 Jun 2021 • Weiwei Jiang
Communication networks are important infrastructures in contemporary society.
1 code implementation • 18 Mar 2021 • Weiwei Jiang, Jiayun Luo
Big data has been used widely in many areas including the transportation industry.
4 code implementations • 27 Jan 2021 • Weiwei Jiang, Jiayun Luo
In recent years, to model the graph structures in transportation systems as well as contextual information, graph neural networks have been introduced and have achieved state-of-the-art performance in a series of traffic forecasting problems.
2 code implementations • 8 Apr 2020 • Weiwei Jiang
In this letter, we contribute a multi-language handwritten digit recognition dataset named MNIST-MIX, which is the largest dataset of the same type in terms of both languages and data samples.
1 code implementation • 29 Feb 2020 • Weiwei Jiang
Hence, our motivation for this survey is to give a latest review of recent works on deep learning models for stock market prediction.