no code implementations • 29 Feb 2024 • Qiao Han, Mingqian Li, Yao Yang, Yiteng Zhai
The advantage also holds for scattered missing data at high missing rates.
no code implementations • 29 Feb 2024 • Qiao Han, Yong Huang, xinling Guo, Yiteng Zhai, Yu Qin, Yao Yang
Recent studies have revealed the vulnerability of Deep Neural Networks (DNNs) to adversarial examples, which can easily fool DNNs into making incorrect predictions.
no code implementations • 15 Aug 2023 • Xiaolin Zheng, Zhongyu Wang, Chaochao Chen, Jiashu Qian, Yao Yang
The first stage builds a local inner-item hypergraph for each user and a global inter-user graph.
no code implementations • 4 Nov 2022 • Hanyi Hu, Long Zhang, Shuan Li, Zhi Liu, Yao Yang, Chongning Na
In financial fraud detection, the modus operandi of criminals can be identified by analyzing user profile and their behaviors such as transaction, loaning etc.
1 code implementation • 24 Jul 2022 • Junwu Zhang, Mang Ye, Yao Yang
We further propose a progressive training strategy to improve the performance, which iteratively upgrades the initial anonymization supervision.
no code implementations • 27 Aug 2021 • Yitao Shen, Yue Wang, Xingyu Lu, Feng Qi, Jia Yan, Yixiang Mu, Yao Yang, Yifan Peng, Jinjie Gu
In order to do effective optimization in the second stage, counterfactual prediction and noise-reduction are essential for the first stage.
no code implementations • 30 Oct 2020 • Yao Yang, Andrew Nam, Mohamad M. Nasr-Azadani, Teresa Tung
In this study, we introduce a novel platform Resource-Aware AutoML (RA-AutoML) which enables flexible and generalized algorithms to build machine learning models subjected to multiple objectives, as well as resource and hard-ware constraints.
no code implementations • 13 Jun 2018 • Soheil Esmaeilzadeh, Yao Yang, Ehsan Adeli
In this work, we use a deep learning framework for simultaneous classification and regression of Parkinson disease diagnosis based on MR-Images and personal information (i. e. age, gender).