We present DOTIN (Dropping Out Task-Irrelevant Nodes), an approach to graph size reductio. DOTIN utilizes K learnable virtual nodes to represent graph embeddings for K distinct graph-level tasks. By ...

While graph embedding techniques map nodes into low-dimensional spaces to capture relational patterns, most methods focus on static graphs, failing to adapt to the temporal dynamics inherent in ...

BFS is a graph traversal algorithm that explores all neighboring nodes before moving to the next level of nodes. It's particularly useful for finding the shortest path in an unweighted graph and ...

Return a reference to the cloned graph such that the cloned graph is identical to the ... Append the clone of the neighbor to the neighbors list of the clone corresponding to the current node.

B) Scatter plot graph of log 2 fold changes between donor and IPAH in PASMC plotted against changes in PAAF, shaded areas highlighting commonly regulated genes/proteins. C) Visualization of ...