BingoCGN, a scalable and efficient graph neural network accelerator that enables inference of real-time, large-scale graphs ...

Nagarajan now brings this mastery into the high-stakes arena of autonomous fleet operations. As the technical lead of the ...

Learning the gene coexpression pattern is a central challenge for high-dimensional gene expression analysis. Recently, sparse singular value decomposition (SVD) has been used to achieve this goal.

Existing GNNs usually conduct the layer-wise message propagation via the ‘full’ aggregation of all neighborhood information which are usually sensitive to the structural noises existed in the graphs, ...

Compared to single-channel meandering rivers, multichannel braided rivers are often found in environments with sparse ...

Two studies fill in gaps about the cosmos’s ordinary matter. One maps it all, even the “missing matter.” The other details one of its hiding spots.

If there’s one thing that characterizes the Information Age that we find ourselves in today, it is streams of data. However, ...