Zobrazeno 1 - 10
of 1 313
pro vyhledávání: '"Li Yibo"'
Understanding molecular structure and related knowledge is crucial for scientific research. Recent studies integrate molecular graphs with their textual descriptions to enhance molecular representation learning. However, they focus on the whole molec
Externí odkaz:
http://arxiv.org/abs/2409.14106
Graph Transformer, due to its global attention mechanism, has emerged as a new tool in dealing with graph-structured data. It is well recognized that the global attention mechanism considers a wider receptive field in a fully connected graph, leading
Externí odkaz:
http://arxiv.org/abs/2405.01102
Publikováno v:
Dianzi Jishu Yingyong, Vol 44, Iss 3, Pp 56-59 (2018)
A fault detection method based on singular value decomposition(SVD) and wavelet packet decomposition(WPD) is designed. The basis principle of this method is the difference of energy distribution of the vibration signals in the frequency domain when t
Externí odkaz:
https://doaj.org/article/29e985a4cc2e4f8fbbe2668aeab59a01
Graph neural networks (GNNs) have achieved remarkable performance on graph-structured data. However, GNNs may inherit prejudice from the training data and make discriminatory predictions based on sensitive attributes, such as gender and race. Recentl
Externí odkaz:
http://arxiv.org/abs/2401.16784
Protein (receptor)--ligand interaction prediction is a critical component in computer-aided drug design, significantly influencing molecular docking and virtual screening processes. Despite the development of numerous scoring functions in recent year
Externí odkaz:
http://arxiv.org/abs/2401.10806
Recent studies reveal the connection between GNNs and the diffusion process, which motivates many diffusion-based GNNs to be proposed. However, since these two mechanisms are closely related, one fundamental question naturally arises: Is there a gene
Externí odkaz:
http://arxiv.org/abs/2312.08616
Autor:
Liu, Jiawei, Yang, Cheng, Lu, Zhiyuan, Chen, Junze, Li, Yibo, Zhang, Mengmei, Bai, Ting, Fang, Yuan, Sun, Lichao, Yu, Philip S., Shi, Chuan
Foundation models have emerged as critical components in a variety of artificial intelligence applications, and showcase significant success in natural language processing and several other domains. Meanwhile, the field of graph machine learning is w
Externí odkaz:
http://arxiv.org/abs/2310.11829
Publikováno v:
MATEC Web of Conferences, Vol 309, p 04001 (2020)
This paper uses Tianjin TieNiu crawler tractor as the experimental platform to design an unmanned agricultural machinery control system based on RTK-GPS (Differential GPS Technology). The article expounds the overall design of the control system and
Externí odkaz:
https://doaj.org/article/6c05c52ee57d4d7b80f8c6e068ffddef
The Sombor index $SO(G)$ of a graph $G$ is the sum of the edge weights $\sqrt{d^2_G(u)+d^2_G(v)}$ of all edges $uv$ of $G$, where $d_G(u)$ denotes the degree of the vertex $u$ in $G$. A connected graph $G = (V ,E)$ is called a quasi-tree, if there ex
Externí odkaz:
http://arxiv.org/abs/2307.01030