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Graph Attention Networks
We present graph attention networks (GATs), novel neural network architectures that operate on graph-structured data, leveraging masked self-attentional layers to address the shortcomings of priorExpand
Deep Graph Infomax
TLDR
Deep Graph Infomax (DGI) is presented, a general approach for learning node representations within graph-structured data in an unsupervised manner that is readily applicable to both transductive and inductive learning setups. Expand
Hematopoietic Stem Cells Reversibly Switch from Dormancy to Self-Renewal during Homeostasis and Repair
TLDR
This poster presents a probabilistic procedure to characterize the response of the EMMARM to radiolysis of Na6(CO3)(SO4) during the second week of June of each year. Expand
Periodic gene expression program of the fission yeast cell cycle
Cell-cycle control of transcription seems to be universal, but little is known about its global conservation and biological significance. We report on the genome-wide transcriptional program of theExpand
Biometric Evidence that Sexual Selection Has Shaped the Hominin Face
TLDR
It is shown that at puberty, the height of the upper face, between the lip and the brow, develops differently in males and females, and that these differences are not explicable in terms of sex differences in body size. Expand
The BioMart community portal: an innovative alternative to large, centralized data repositories
TLDR
The latest version of the BioMart Community Portal comes with many new databases that have been created by the ever-growing community and comes with better support and extensibility for data analysis and visualization tools. Expand
Towards real-time community detection in large networks.
TLDR
Experiments and benchmarks reveal that the extended algorithm is not only faster but its community detection accuracy compares favorably over popular modularity-gain optimization algorithms known to suffer from their resolution limits. Expand
Phylogenetic analysis of mitochondrial protein coding genes confirms the reciprocal paraphyly of Hexapoda and Crustacea
TLDR
The finding of the reciprocal paraphyly of Hexapoda and Crustacea suggests an evolutionary scenario in which the acquisition of the hexapod condition may have occurred several times independently in lineages descending from different crustacean-like ancestors, possibly as a consequence of the process of terrestrialization. Expand
Hematopoietic Stem Cells Reversibly Switch from Dormancy to Self-Renewal during Homeostasis and Repair
TLDR
Flow cytometry with label-retaining assays are combined to identify a population of dormant mouse HSCs (d-HSCs) within the lin(-)Sca1+cKit+CD150+CD48(-)CD34(-) population, indicating that d-H SCs harbor the vast majority of multilineage long-term self-renewal activity. Expand
Histidine biosynthetic pathway and genes: structure, regulation, and evolution.
TLDR
Centro di Endocrinologia ed Oncologia Sperimentale del Consiglio Nazionale delle Ricerche, Dipartimento di Biologia e Patologia Cellulare e Molecolare, and Departamento de Biologyia, Faculdad de Ciencias, Universidad Nacional Autonoma de Mexico. Expand
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