IEEE

Let the Margin SlidE ± for Knowledge Graph Embeddings via a Correntropy Objective Function

Abstract: Embedding models based on translation and rotation have gained significant attention in link prediction tasks for knowledge graphs. Most of the earlier works have modified the score function ...
The New York Times

What's Going On in This Graph?

Do teenagers think video games positively or negatively impact their lives? By The Learning Network Are W.N.B.A. players being compensated fairly? By The Learning Network A new collection of graphs, ...
IEEE

Programmers’ Visual Attention on Function Call Graphs During Code Summarization

Abstract: This paper studies programmer visual attention on code as it relates to underlying function call graphs during code summarization. Programmer visual attention refers to where people look ...
GitHub

Spatio-Temporal Graph Convolutional Networks:

Table 1: Performance comparison of different approaches on the dataset PeMSD7. Fig. 3: Speed prediction in the morning peak and evening rush hours of the dataset PeMSD7. Fig. 4: Time consumptions of ...
GitHub

Spatio-Temporal Graph Convolutional Networks:

We propose a novel deep learning framework, STGCN, to tackle time series prediction problem in traffic domain. Instead of applying regular convolutional and recurrent units, we formulate the problem ...