Node Importance Estimation with Multiview Contrastive Representation Learning

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Method</td><td class="align_center">Training time (min)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left"><span class="sansierf">GCN</span></td><td class="align_center">1</td></tr><tr><td class="align_left"><span class="sansierf">GAT</span></td><td class="align_center">3</td></tr><tr><td class="align_left"><span class="sansierf">GENI</span><sup>∗</sup></td><td class="align_center">4</td></tr><tr><td class="align_left"><span class="sansierf">GENI</span></td><td class="align_center">5</td></tr><tr><td class="align_left"><span class="sansierf">RGTN</span></td><td class="align_center">1</td></tr><tr><td class="align_left"><span class="sansierf">HIVEN</span></td><td class="align_center">3</td></tr><tr><td class="align_left"><span class="sansierf">MCRL</span></td><td class="align_center">8</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Training time comparison of existing methods.</div>

International Journal of Intelligent Systems

tab5

Table 5

Table 5: Node Importance Estimation with Multiview Contrastive Representation Learning 