Theoretical Learning Performance of Graph Networks: the Impact of Jumping Connections and Layer-w...

Jiawei Sun, Hongkang Li, Meng Wang

Action editor: Yingbin Liang

https://openreview.net/forum?id=Q9AkJpfJks

#adjacency #sparse #graph

Adjacency Search Embeddings

Meher Chaitanya, Kshitijaa Jaglan, Ulrik Brandes

Action editor: Sinead Williamson

https://openreview.net/forum?id=GDN5cFTNaL

#adjacency #embeddings #nodes

Finding Adversarially Robust Graph Lottery Tickets

Subhajit Dutta Chowdhury, Zhiyu Ni, Qingyuan Peng, Souvik Kundu, Pierluigi Nuzzo

Action editor: Sanghyun Hong

https://openreview.net/forum?id=PX06pUVs1P

#adversarial #adversarially #adjacency

Directed Graph Transformers

New #TMLR-Paper-with-Video:

Directed Graph Transformers

Qitong Wang, Georgios Kollias, Vasileios Kalantzis, Naoki Abe, Mohammed J Zaki

https://tmlr.infinite-conf.org/paper_pages/otTFPjziiK

#graphs #graph #adjacency

#Watershed #Delineation On A #Hexagonal #Mesh #Grid
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doi.org/10.1016/j.en...
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#GIS #spatial #mapping #model #modeling #Hydrology #Hexagon #DigitalGlobalGridSystem #DGS #water #delineation #scaling #discretization #simulations #numerical #adjacency #d8 #HexWatershed #catchment #drainagearea