Results 31 to 40 of about 2,936,543 (297)
KGAT: Knowledge Graph Attention Network for Recommendation [PDF]
To provide more accurate, diverse, and explainable recommendation, it is compulsory to go beyond modeling user-item interactions and take side information into account.
Xiang Wang +4 more
semanticscholar +1 more source
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition [PDF]
Spatial-temporal graphs have been widely used by skeleton-based action recognition algorithms to model human action dynamics. To capture robust movement patterns from these graphs, long-range and multi-scale context aggregation and spatial-temporal ...
Ken Ziyu Liu +4 more
semanticscholar +1 more source
Tracking Time-Vertex Propagation using Dynamic Graph Wavelets [PDF]
Graph Signal Processing generalizes classical signal processing to signal or data indexed by the vertices of a weighted graph. So far, the research efforts have been focused on static graph signals.
Grassi, Francesco +2 more
core +2 more sources
Topological and Graph-coloring Conditions on the Parameter-independent Stability of Second-order Networked Systems [PDF]
In this paper, we study parameter-independent stability in qualitatively heterogeneous passive networked systems containing damped and undamped nodes.
Bürger, Mathias +3 more
core +2 more sources
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding [PDF]
A large number of real-world graphs or networks are inherently heterogeneous, involving a diversity of node types and relation types. Heterogeneous graph embedding is to embed rich structural and semantic information of a heterogeneous graph into low ...
Xinyu Fu +3 more
semanticscholar +1 more source
On the classification of nonsimple graph C*-algebras [PDF]
We prove that a graph C*-algebra with exactly one proper nontrivial ideal is classified up to stable isomorphism by its associated six-term exact sequence in K-theory.
C -algebras +2 more
core +4 more sources
Knowledge-Graph Augmented Word Representations for Named Entity Recognition
By modeling the context information, ELMo and BERT have successfully improved the state-of-the-art of word representation, and demonstrated their effectiveness on the Named Entity Recognition task.
Q. He, Liang Wu, Yida Yin, Heming Cai
semanticscholar +1 more source
A new type of the connected domination parameters called tadpole domination number of a graph is introduced. Tadpole domination number for some standard graphs is determined, and some bounds for this number are obtained. Additionally, a new graph, finite,
Baghdad Science Journal
doaj +1 more source
OEQA: Knowledge- and Intention-Driven Intelligent Ocean Engineering Question-Answering Framework
The constantly updating big data in the ocean engineering domain has challenged the traditional manner of manually extracting knowledge, thereby underscoring the current absence of a knowledge graph framework in such a special field.
Rui Zhu +4 more
doaj +1 more source
A Preloaded Caching Strategy for Graph Data [PDF]
Many large scale and highly connected graphs exist in real world,and caching is an efficient way to increase visiting and querying efficiency for graph data.This paper proposes a preloaded caching strategy for large scale graph data.It includes two ...
ZUO Yao,LIANG Ying,XU Hongbo,HUANG Shuo
doaj +1 more source

