Zobrazeno 1 - 10
of 221
pro vyhledávání: '"Xie, Haiyong"'
Autor:
Bai, Ran, Xiao, Le, Guo, Yu, Zhu, Xuequan, Li, Nanxi, Wang, Yashen, Chen, Qinqin, Feng, Lei, Wang, Yinghua, Yu, Xiangyi, Xie, Haiyong, Wang, Gang
Publikováno v:
JMIR mHealth and uHealth, Vol 9, Iss 3, p e24365 (2021)
BackgroundMajor depressive disorder (MDD) is a common mental illness characterized by persistent sadness and a loss of interest in activities. Using smartphones and wearable devices to monitor the mental condition of patients with MDD has been examin
Externí odkaz:
https://doaj.org/article/11019b82f56b462f995c9b6cfeb0ce8c
Urban anomaly predictions, such as traffic accident prediction and crime prediction, are of vital importance to smart city security and maintenance. Existing methods typically use deep learning to capture the intra-dependencies in spatial and tempora
Externí odkaz:
http://arxiv.org/abs/2304.01569
Video prediction is a complex time-series forecasting task with great potential in many use cases. However, conventional methods overemphasize accuracy while ignoring the slow prediction speed caused by complicated model structures that learn too muc
Externí odkaz:
http://arxiv.org/abs/2303.09807
Relational triple extraction is challenging for its difficulty in capturing rich correlations between entities and relations. Existing works suffer from 1) heterogeneous representations of entities and relations, and 2) heterogeneous modeling of enti
Externí odkaz:
http://arxiv.org/abs/2211.09039
The rapidly enlarging neural network models are becoming increasingly challenging to run on a single device. Hence model parallelism over multiple devices is critical to guarantee the efficiency of training large models. Recent proposals fall short e
Externí odkaz:
http://arxiv.org/abs/2208.00184
Autor:
Yang, Yingguang, Yang, Renyu, Li, Yangyang, Cui, Kai, Yang, Zhiqin, Wang, Yue, Xu, Jie, Xie, Haiyong
Social bots are referred to as the automated accounts on social networks that make attempts to behave like human. While Graph Neural Networks (GNNs) has been massively applied to the field of social bot detection, a huge amount of domain expertise an
Externí odkaz:
http://arxiv.org/abs/2206.06757
Autor:
Sun, Wenjie, K., Ajith K., Li, Guozhu, Li, Yu, Zhao, Xiukuan, Hu, Lianhuan, Yang, Sipeng, Xie, Haiyong, Li, Yi, Ning, Baiqi, Liu, Libo
The Hunga-Tonga volcano eruption at 04:14:45 UT on 15 January 2022 produced various waves propagating globally, disturbing the background atmosphere and ionosphere. Coinciding with the arrival of perturbation waves, several equatorial plasma bubbles
Externí odkaz:
http://arxiv.org/abs/2206.01907
AI plays a key role in current cyberspace and future immersive ecosystems that pinpoint user experiences. Thus, the trustworthiness of such AI systems is vital as failures in these systems can cause serious user harm. Although there are related works
Externí odkaz:
http://arxiv.org/abs/2203.03718
Reasoning on knowledge graph (KG) has been studied for explainable recommendation due to it's ability of providing explicit explanations. However, current KG-based explainable recommendation methods unfortunately ignore the temporal information (such
Externí odkaz:
http://arxiv.org/abs/2108.02634
Publikováno v:
In Advances in Space Research 1 February 2024 73(3):1843-1853