h1

h2

h3

h4

h5
h6
http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png

Graph Neural Networks Do Not Always Oversmooth

; ; ;

Konferenz/Event:38. Conference on Neural Information Processing Systems , Vancouver , Canada , NeurIPS 2024 , 2024-12-09 - 2024-12-15

Umfang19 Seiten

Online
DOI: 10.48550/arXiv.2406.02269

DOI: 10.18154/RWTH-2025-02545
URL: http://publications.rwth-aachen.de/record/1006567/files/1006567.pdf

Einrichtungen

  1. Juniorprofessur für Computational Network Science (125230)
  2. Fachgruppe Physik (130000)
  3. Fachgruppe Informatik (120000)
  4. Lehrstuhl für Theoretische Systemneurobiologie (FZ Jülich) (163110)
  5. Lehr- und Forschungsgebiet Theorie neuronaler Netzwerke (FZ Jülich) (136930 ; 136920)
  6. Fachgruppe Biologie (160000)

Projekte

  1. HIGH-HOPeS - Higher-Order Hodge Laplacians for Processing of multi-way Signals (101039827) (101039827)
  2. SFB 1481 A07 - Signalverarbeitung auf Graphen und Komplexen (A07) (504266509) (504266509)
  3. DFG project G:(GEPRIS)442047500 - SFB 1481: Sparsity und singuläre Strukturen (442047500) (442047500)

Inhaltliche Beschreibung (Schlagwörter)
Disordered Systems and Neural Networks (cond-mat.dis-nn) (Genormte SW) ; FOS: Computer and information sciences (Genormte SW) ; FOS: Physical sciences (Genormte SW) ; Machine Learning (cs.LG) (Genormte SW) ; Machine Learning (stat.ML) (Genormte SW)

OpenAccess:
Download fulltext PDF
External link:
Download fulltextFulltext by arXiv.org

Dokumenttyp
Preprint

Format
online

Sprache
English

Externe Identnummern
arXiv: arXiv:2406.02269

Interne Identnummern
RWTH-2025-02545
Datensatz-ID: 1006567

Beteiligte Länder
Germany

 GO

Creative Commons Attribution CC BY 4.0 ; OpenAccess
QR Code for this record

The record appears in these collections:
Document types > Other document types > Preprints
Faculty of Mathematics, Computer Science and Natural Sciences (Fac.1) > Department of Computer Science
Faculty of Mathematics, Computer Science and Natural Sciences (Fac.1) > Department of Physics
Faculty of Mathematics, Computer Science and Natural Sciences (Fac.1) > Department of Biology
Publication server / Open Access
Public records
Publications database
120000
130000
136930
160000
163110
125230
 Record created 2025-03-12, last modified 2025-04-29
Similar records


OpenAccess:
Download fulltext PDF
External link:
Download fulltextFulltext by arXiv.org
Rate this document:

Rate this document:
1
2
3
4
5
 
(Not yet reviewed)