Georgios Panayiotou

@giorgospanay.bsky.social

Computer science doctorand at Uppsala University, @uuinfolab.bsky.social‬. Mining social networks, discovering new music, occasionally playing baseball and softball. Probably not George Michael, but search engines believe otherwise.

The Higgs mechanism was proposed in 1964 by three independent teams. But here is the puzzle🤔: the "disruption index" says Higgs's paper is among the least disruptive ever. So what is going on? In our new paper, just out in #ScienceAdvances, we take up this puzzle: doi.org/10.1126/scia... 👇 1/7

Uncovering simultaneous breakthroughs with a robust measure of disruptiveness

An embedding-based disruption measure not only robustly captures disruptive works but also reveals simultaneous discoveries.

doi.org

How fair are the algorithms that decide who gets information online? Our new paper in PNAS Nexus shows that maximization algorithms, the ones used to pick “influencers” in social networks, unintentionally deepen inequality. 🧠 Sekara, Dotu, Cebrian, Moro & García-Herranz 🔗 doi.org/10.1093/pnas...

Detecting bias in algorithms used to disseminate information in social networks and mitigating it using multiobjective optimization

Abstract. Social connections are conduits through which individuals communicate, information propagates, and diseases spread. Identifying individuals who a

doi.org

Want to promote transparency and clarity in network research by helping develop 𝐆𝐮𝐢𝐝𝐞𝐥𝐢𝐧𝐞𝐬 𝐟𝐨𝐫 𝐑𝐞𝐩𝐨𝐫𝐭𝐢𝐧𝐠 𝐀𝐛𝐨𝐮𝐭 𝐍𝐞𝐭𝐰𝐨𝐫𝐤 𝐃𝐚𝐭𝐚 (𝐆𝐑𝐀𝐍𝐃)? Sign up to get involved here: tinyurl.com/help-with-GR... ▪️ All career stages welcome ▪️ All fields welcome ▪️ Be compensated for your time

GRAND Recruitment

Complete this short questionnaire to help develop Guidelines for Reporting About Network Data (GRAND).

tinyurl.com

Nearly twenty years after the first igraph release, igraph 1.0 has finally arrived! 🎉 This release focuses on providing a stable and more consistent interface that users and downstream maintainers can rely on with confidence. For more detail, see igraph.org/2025/09/20/i...

C/igraph 1.0.0

Nearly twenty years after the first igraph release, igraph 1.0 has finally arrived. This release focuses on providing a stable and more consistent interface that users and downstream maintainers can r...

igraph.org

📢Take a breath, you have extra days to finish! Due to technical issues with @openreviewnet this week, we’ve extended all deadlines by 2 weeks. 🗓️New deadline for abstracts: Sept 19, 23:59 AoE 📷 More info: netscix2026.github.io @MLuczak @ProfMSmall @droneale @danielapaolotti

Promotional graphic for NetSciX 2026 in Auckland, New Zealand. The text reads:

“CALL FOR ABSTRACTS. You’ve got 2 more weeks to submit your work and join the dialogue on diversity in network science. Deadline Friday, 19 September 2025, 23:59 AoE. More information: netscix2026.github.io.”

The design features a photo of a person working on a laptop with a notebook, pencil, and cup of coffee on the desk. The layout uses white, black, and orange accents.
Lisette Espín-Noboa @ KDD2026@lespin.bsky.social · 12mo ago

📢 Reminder: Abstract submission closes in 1 week: Sep 5, 23:59 AoE. Don’t miss #NetSciX2026 in Auckland, New Zealand! 🌐 More info: netscix2026.github.io @mluczak.bsky.social @ProfMSmall @droneale.bsky.social @danielapaolotti.bsky.social

Final year PhD students, I know you’re desperately trying to finish experiments/revisions/submissions/write a thesis & just survive - but please spare a few minutes to apply to your dream postdoc labs. It easily takes A YEAR from first contact, even if everything goes to plan on both sides.