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Found 7 papers, 1 papers with code
Higher-Order Relations Skew Link Prediction in Graphs
In this article, we investigate this problem in the presence of higher-order relations.
The CAT SET on the MAT: Cross Attention for Set Matching in Bipartite Hypergraphs
Usual relations between entities could be captured using graphs; but those of a higher-order -- more so between two different types of entities (which we term "left" and "right") -- calls for a "bipartite hypergraph".
Decentralised Approach for Multi Agent Path Finding
Multi Agent Path Finding (MAPF) requires identification of conflict free paths for agents which could be point-sized or with dimensions.
Robust Hierarchical Graph Classification with Subgraph Attention
Towards this end, we propose a graph classification algorithm called SubGattPool which jointly learns the subgraph attention and employs two different types of hierarchical attention mechanisms to find the important nodes in a hierarchy and the importance of individual hierarchies in a graph.
Unsupervised Graph Representation by Periphery and Hierarchical Information Maximization
Invent of graph neural networks has improved the state-of-the-art for both node and the entire graph representation in a vector space.
Line Hypergraph Convolution Network: Applying Graph Convolution for Hypergraphs
Then we propose to use graph convolution on the line graph of a hypergraph.
Finding Influential Institutions in Bibliographic Information Networks
The KDD Cup $2016$ competition considers one such problem, which is to measure the impact of research institutions, i. e. to perform ranking of research institutions.
Social and Information Networks Information Retrieval
