Tina Eliassi
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eliassi.bsky.social
Tina Eliassi
@eliassi.bsky.social
Professor
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October 8, 2025 at 6:23 PM
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📌 Save the Date!

The flagship conference of the Network Science Society - 𝗡𝗲𝘁𝗦𝗰𝗶 𝟮𝟬𝟮𝟲 - is coming to Northeastern University’s Network Science Institute, 𝗝𝘂𝗻𝗲 𝟭-𝟱, 𝟮𝟬𝟮𝟲.
Prepare to share ideas, discoveries & challenges in network science.

Registration opens soon! 🔗 www.netsci2026.com
October 1, 2025 at 1:24 AM
If you are #KDD2025 this week, stop by David Liu's talk on "Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph Embeddings". This is joint work with Johan Ugander and Arjun Seshadri.
doi.org/10.1145/3711...
Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph Embeddings | Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Min...
doi.org
August 4, 2025 at 3:23 PM
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Applications are open for SFI's 2026 Complexity Postdoctoral Fellowships

If you’ve recently earned a Ph.D. in any scientific field and want to pursue independent, transdisciplinary research, consider applying.

Deadline: October 1, 2025
Apply here: santafe.edu/sfifellowship
July 29, 2025 at 4:09 AM
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Little wins: our "Trilemma of Truth" dataset just hit 150 downloads. It contains true, false, and neither-valued statements (inspired by the three-valued logic) used to stress-test LLMs for fact-checking, veracity tracking, and uncertainty handling.

Dataset📚: huggingface.co/datasets/car...
carlomarxx/trilemma-of-truth · Datasets at Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
July 22, 2025 at 5:06 PM
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Presented our work on veracity-tracking in LLMs at #IC2S2 today!
Now looking forward to the next few days of great talks and conversations ✨️🎓
July 22, 2025 at 5:06 PM
New paper on “Forecasting Faculty Placement from Patterns in Co-authorship Networks” by my excellent students Samantha Dies and David Liu. If you are at #IC2S2, stop by Sam’s poster to hear more.

arxiv.org/abs/2507.14696
Forecasting Faculty Placement from Patterns in Co-authorship Networks
Faculty hiring shapes the flow of ideas, resources, and opportunities in academia, influencing not only individual career trajectories but also broader patterns of institutional prestige and scientifi...
arxiv.org
July 22, 2025 at 5:05 PM
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July 4, 2025 at 11:53 AM
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🚨 New preprint!
Do LLMs really know what’s true?

In our paper, @eliassi.bsky.social and I introduce sAwMIL: a probing method that distinguishes between true, false, and neither—capturing what LLMs actually “retain.”

We evaluated 16 open models across 3 new datasets.

📄 arxiv.org/abs/2506.23921
The Trilemma of Truth in Large Language Models
We often attribute human characteristics to large language models (LLMs) and claim that they "know" certain things. LLMs have an internal probabilistic knowledge that represents information retained d...
arxiv.org
July 1, 2025 at 5:00 AM
Just in time for #NetSci2025 a new paper on the effects of higher-order interactions and homophily on information access inequality by amazing NUNetSI students

arxiv.org/abs/2506.00156
Effects of higher-order interactions and homophily on information access inequality
The spread of information through socio-technical systems determines which individuals are the first to gain access to opportunities and insights. Yet, the pathways through which information flows can...
arxiv.org
June 3, 2025 at 6:12 AM
New paper in Bioinformatics on negative sampling. Thanks to Ayan Chatterjee and Babak Ravandi for leading this project.

academic.oup.com/bioinformati...
Topology-driven negative sampling enhances generalizability in protein–protein interaction prediction
academic.oup.com
May 20, 2025 at 2:47 PM
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Mindscape 315 | Branden Fitelson on the Logic and Use of Probability. Finally we decide whether all ravens are black. #MindscapePodcast

www.preposterousuniverse.com/podcast/2025...
May 19, 2025 at 1:34 PM
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FYI: The Spencer Foundation, Kapor Foundation, The William T. Grant Foundation, and the Alfred P. Sloan Foundation have collaborated to offer $25K rapid response grants.

"This rapid response bridge funding opportunity is for scholars and teams whose grants have recently been cancelled by NSF."
Rapid Response Bridge Funding Program
In the face of recent abrupt shifts in federal funding for education research, including large-scale terminations of National Science Foundation (NSF) research grant awards, we have developed a rap...
www.spencer.org
May 3, 2025 at 1:33 AM
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Today is the (hard) deadline for the postdoctoral call listed below! Join us #postdoc #scienceofscience #AI #networkscience
🌍 Join us in Copenhagen - fantastic city for work-life balance and awesome science.

I am hiring PhD students & Postdocs in my group at SODAS Univ of Copenhagen to explore AI, network science & the science of science.

📍 Start: flex summer 2025
📌 Info&Apply: www.robertasinatra.com/2025/03/02/p...
April 1, 2025 at 1:01 PM
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🔬✨Bringing Network Science to the Museum of Science! 🎉
A powerful example of how the collaboration between @nunetsi.bsky.social and @museumofscience.bsky.social is transforming the way we communicate science.
Read the full feature on @nuglobalnews.bsky.social ➡️
bit.ly/43NLnav
March 18, 2025 at 1:48 AM
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March 14, 2025 at 5:52 PM
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1. @alisongopnik.bsky.social, Cosma Shalizi, James Evans and myself have a new piece in Science on "AI" Large Models, pushing back against much of the collective wisdom about what they can and can't do. Official below, unpaywalled at henryfarrell.net/large-ai-mod... . So why this now?
Large AI models are cultural and social technologies
Implications draw on the history of transformative information systems from the past
www.science.org
March 14, 2025 at 2:48 PM
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Why does it feel like despite all the news and reporting we consume as a population, we rarely have any actual information about what is going on? We might have some answers… 🧵
March 5, 2025 at 11:45 PM
Our survey on hypergraph mining is out at ACM Computing Surveys. It was a pleasure to work with Kijung Shin and his students Geon Lee and Fanchen Bu. dl.acm.org/doi/10.1145/...
A Survey on Hypergraph Mining: Patterns, Tools, and Generators | ACM Computing Surveys
Hypergraphs, which belong to the family of higher-order networks, are a natural and powerful choice for modeling group interactions in the real world. For example, when modeling collaboration networks...
dl.acm.org
February 21, 2025 at 11:21 PM
Distinguished postdoctoral fellowship opportunity at Northeastern’s Khoury College of Computer Sciences (due date: Feb. 20): www.khoury.northeastern.edu/research/pos...
www.khoury.northeastern.edu
February 13, 2025 at 4:08 PM
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February 6, 2025 at 12:47 PM