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A lot of opportunities come through the people we know. But when connections & network position shape who gets rewarded, what counts as fair and when?
In our new preprint on network fairness, we identify 10 network effects that can shape …
A trilogy mapping how LLMs surface or overlook scholars:
- I (6 LLMs): https://arxiv.org/abs/2506.00074
- II (22 LLMs) extended: https://arxiv.org/abs/2602.08873
- III (44 LLMs): https://arxiv.org/abs/2605.28187
- Tool and leaderboard: ht…
The "Beyond Scaling" panel raised a lot of questions: limits of scaling, structure vs. more data, rethinking evaluation, and trust in high-stakes settings.
5/6
Wei Wang received the SIGKDD Innovation Award with a keynote spanning two decades from knowledge discovery to agentic scientific discovery.
4/6
#XGBoost won the SIGKDD Test of Time Award, 10 years after the original KDD 2016 paper. Tianqi Chen's talk was a nice reflection on how iterative error correction and crossa-platform design turned it into the standard for tabular ML. Well …
We introduce #LLMScholarBench: an evaluation benchmark auditing 22 LLMs as people recommenders. Each end-user intervention improves some result characteristics but never all at once. Accuracy vs. fair representation is still an open trade-…
It's been a few weeks since #KDD2026 in Jeju and it was a lot to take in. First KDD, first time in South Korea, ~4K attendees. I presented our work on auditing LLMs as scholar recommender systems. 🧵 1/6
This week I presented three pieces of our work at @icssi.org:
1. #LLMScholar a trilogy of LLM audits
https://bit.ly/ICSSI26_LLMScholar_poster
2. Parenthood in Academia in Europe
https://bit.ly/ParenthoodEuropeICSSI26
3. Department size gro…
📢 Last call for abstracts!
Submit your work to the DACH-CSS Conference 2026, May 21–22 in Vienna, hosted by CSH & CEU.
Accepted abstracts: 3-minute talk + poster session.
🗓 Deadline: TODAY (Feb 20)
📝 Registration open
Details: https://comp…
⏰ Reviewers, today’s the day! Please upload your reviews by the end of day (Oct 24) AoE 🙏 Thanks for all your work!
Authors: we plan to send out notifications by Oct 31.
#NetSciX #NetSciX2026 @MLuczak @ProfMSmall @droneale @danielapaolotti…
Huge thanks to @LiuhuayingYang & @CSHVienna for creating such a creative space every year. 👏👏👏
If you want to explore how science & data can be translated into playful, pedagogical, and artistic forms, apply for the next edition in 2026! …
or our work on ranking & recsys audits (http://doi.org/10.1038/s41598-022-05434-1):
- SHROOM BOOM: a board game [http://visualizing-complexity-science-group4.netlify.app]
- Hidden Network: interactive tool + exhibit
- Network Sandbox: play…
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