Hypergraph clustering using Ricci curvature: an edge transport perspective
Olympio Hacquard
Action editor: Lorenzo Orecchia
https://openreview.net/forum?id=HMROU8MXqV
#hypergraph #hypergraphs #hyperedges
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#Hypergraphs
Latest posts tagged with #Hypergraphs on Bluesky
Trending
Posts tagged #Hypergraphs
Rel-HNN: Split Parallel Hypergraph Neural Network for Learning on Relational Databases
Md. Tanvir Alam, Md. Ahasanul Alam, Md Mahmudur Rahman, Md Mosaddek Khan
Action editor: Giannis Nikolentzos
https://openreview.net/forum?id=L7VP7gxpVG
#hypergraph #hypergraphs #relational
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Hypergraphs as Weighted Directed Self-Looped Graphs: Spectral Properties, Clustering, Cheeger Ine...
Zihao Li, Dongqi Fu, Hengyu Liu, Jingrui He
Action editor: Seungjin Choi
https://openreview.net/forum?id=xLWhuCXWiM
#hypergraphs #hypergraph #graphs
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Favorite dialogue #2
- use #RDF, it is capable of modeling EVERYTHING!!!
- How to model #hypergraphs or #metagraphs with RDF?
and then top answers
1) Reification
2) I never use them
3) You dont need such complex structures because of 2
4) RDF 1.2 for sure could do it somehow with answer 1
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🎉 ASH v1.0.0 (codename “Bulbasaur”) is here — a complete overhaul of the Attributed Stream Hypergraph library for Python!
Built for attributed & temporal hypergraph analysis.
Link in follow-ups 👇
#Hypergraphs #NetSci #NetworkScience #Research
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New #J2C Certification:
SE3Set: Harnessing Equivariant Hypergraph Neural Networks for Molecular Representation Learning
Hongfei Wu, Lijun Wu, Guoqing Liu, Zhirong Liu, Bin Shao, Zun Wang
https://openreview.net/forum?id=muWEt1TOyo
#hypergraph #hypergraphs #molecule
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I am pleased to share the link to my recent publication in Sustainable Development, published by Wiley.
onlinelibrary.wiley.com/doi/10.1002/...
#Degrowth #GreenGrowth #GreenNewDeal #SDG #Sustainability #SustainableDevelopment #SystemsThinking
#Hypergraphs
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Link Prediction with Relational Hypergraphs
Xingyue Huang, Miguel Romero Orth, Pablo Barcelo et al.
Action editor: Alessandro Sperduti
https://openreview.net/forum?id=S6fe4aH6YA
#hypergraph #hypergraphs #relational
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#mathstodon #graphTheory
I am working on writing a GUI for editing edge-representation #Hypergraphs Anyone played with drawing these? I have a couple of ways of approaching this, and would like to choose something useful and useable beyond just my rather narrow experience and application.
I am […]
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📢 Deadline Extension! 📢
Are you working with higher-order networks (e.g., #hypergraphs)? This one's for you! 🚀
Join us at HyperSCI in Niagara Falls, Canada 🇨🇦 🌊, as part of #ASONAM2025 🔗
📅 Submit by June 15, 2025 (AoE) 🕐
🔗 hypersci2025.github.io
#networkscience
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HyperMagNet: A Magnetic Laplacian based Hypergraph Neural Network
Tatyana Benko, Martin Buck, Ilya Amburg, Stephen J. Young, Sinan Guven Aksoy
Action editor: Christopher Morris
https://openreview.net/forum?id=Gdf4P7sEzE
#hypergraph #hypergraphs #graphs
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The more the merrier! Traditional psychometric networks focus on pairs of variables, but what happens when we look at three or more at once? #psynomBRM paper on #hypergraphs by Marinazzo and colleagues; post by Alyssa Asmar buff.ly/tS2PrhL
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SE3Set: Harnessing Equivariant Hypergraph Neural Networks for Molecular Representation Learning
Hongfei Wu, Lijun Wu, Guoqing Liu, Zhirong Liu, Bin Shao, Zun Wang
Action editor: Quanming Yao
https://openreview.net/forum?id=muWEt1TOyo
#hypergraph #hypergraphs #molecule
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An instance of the importance of higher-order structures www.nature.com/articles/d41... #hypergraphs
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A 6 node hypergraph src: https://upload.wikimedia.org/wikipedia/commons/thumb/2/2f/Directed_hypergraph_example.svg/220px-Directed_hypergraph_example.svg.png
Python code implementing the hypergraph
Achievement get: I have #Python code that can algebraically create #hypergraphs - graphs with n-ary edges.
Now to be able to do that in a graphical editor!
Trying to unravel #PyQt scenes!
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Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily...
Lev Telyatnikov, Maria Sofia Bucarelli, Guillermo Bernardez et al.
Action editor: Xuming He
https://openreview.net/forum?id=8rxtL0kZnX
#hypergraph #hypergraphs #hyperedge
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Expressive Higher-Order Link Prediction through Hypergraph Symmetry Breaking
Simon Zhang, Cheng Xin, Tamal K. Dey
Action editor: Jeff Phillips
https://openreview.net/forum?id=oG65SjZNIF
#hypergraph #hypergraphs #subhypergraphs
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Let There be Direction in Hypergraph Neural Networks
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Alessio Del Bue
Action editor: Giannis Nikolentzos
https://openreview.net/forum?id=h48Ri6pmvi
#hypergraph #hypergraphs #graph
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📢 New publication 'Applying #Hypergraphs to Studies in Quantitative #Biology' by Samuel Barton, Adelle Coster, Diane Donovan and James Lefevre in LIFE: International Journal of Health and Life-Sciences.
doi.org/10.20319/lij...
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Just found this amazing story of a long-standing graph theoretic conjecture being debunked. A perfect treat before the long weekend: www.wired.com/story/maths-... #graphtheory #hypergraphs #aidoesntalwayswork
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