HGX-Team

Hello world!🤓 We are happy to launch hypergraphx (HGX), a multi-purpose, open-source Python library for higher-order network analysis. Article: arxiv.org/pdf/2303.15356… Github: github.com/HGX-Team/hyper… A walkthrough of the library main features🧵

Funded PhD alert! 🚨 Interested in joining me at the @NUnetsi London campus @NortheasternLDN with a fully funded PhD Scholarship in Network Science? Call: jobs.ac.uk/job/DGH718/nor… Deadline: 1 April 2024 Start date: 1 October 2024 Just get in touch | Pls help spread the word 🕸️🕸️

➡️What can we learn from directionality in group interactions? ⬅️In “The microscale organization of directed hypergraphs” we study structural properties of systems with directed, higher-order interactions 📄Arxiv: arxiv.org/abs/2410.16258 w/ Vendramini, Montresor and @fede7j

📑 New preprint out: "Multiplex measures for higher-order networks" w/ A. Montresor and @fede7j arxiv: arxiv.org/abs/2402.16782 code: soon new release of hypergraphx @hgx_team TL;DR: we propose measures for characterizing systems with multiplex & higher-order interactions.

📢⚡️Happy to share our last preprint: "Patterns in temporal networks with higher-order egocentric structures" With @ArreguiGarcia @FraLotito @_SandroMeloni_ & @_giuliacencetti 📰arxiv.org/abs/2402.03866

Last day of @netscix2024 here in Venice. Presenting @hgx_team in Auditorium Santa Margherita at 16. Join us there if you are interested in higher-order networks or in having a frittella after the talk

Hey @netscix2024 participants! 🎭 Ever tried Venice's Carnival-exclusive treat, Fritołe? 🍩 Join the ongoing debate on the best spots to taste it, and here are a few suggestions⬇️:

Important info for next week at @netscix2024

📢📢📢 New preprint: "Evolutionary game selection creates cooperative environments" w Andrea Civilini, @gomezgardenes, Vito Latora, and @fede7j Here we answer the question 'What happens if we allow for games/payoffs to update?' ArXiv: arxiv.org/abs/2311.11128 @dnds_ceu 1/n

Happy to present @hgx_team at @LogConference meetup in Trento! (And to have some brulè 🍷with graph learning people)

🚨We are hiring! If you: - ❤️ Complex Systems - 👩‍💻💻 with Complex networks and machine learning - can't wait to apply your research to climate change 🌪️, epidemics 🦟🦠, network foundations + resilience 🌱 & adaptation💡 These calls are for you 👇 manliodedomenico.com/collaborate.php

"Exact and sampling methods for mining higher-order motifs in large hypergraphs" is now published in Springer Computing link.springer.com/article/10.100… TLDR: we propose a sampling method to improve the performance of motif discovery in hypergraphs 🚀 with @musci8 @fede7j A. Montresor

Join us this Friday at the Mining and Learning with Graphs workshop at @ECMLPKDD! Come discover HGX and see what it can do to analyze your favourite hypergraph datasets #ECMLPKDD2023

The arxiv of our new paper on higher-order temporal network prediction is out! Great collaboration with Mathieu Jung-Muller and @HuijuanWang! arxiv.org/abs/2309.04376

Check this out if you're interested in community detection in hypergraphs! Hy-MMSBM is available on HGX, it's easy to use and you also have a really nice tutorial here github.com/HGX-Team/hyper… @_NickRuggeri_ @mcontisc @fede7j and Caterina De Bacco