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Network Science Lab

@ns-lab

Network Science Lab at Wrocław Tech networks.pwr.edu.pl

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25.06.2025
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Latest posts by Network Science Lab @ns-lab

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The whole team is in Auckland for #NetSciX2026 :)

Our 4th presentation is Applicability of the Minimal Dominating Set for Influence Maximisation in Multilayer Networks by Czuba M, Jia M, Musial K, Bródka P

More on Friday, 11:30, Multilayer Social Networks Perception, Fairness and Influence session

15.02.2026 21:06 👍 1 🔁 0 💬 0 📌 0
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Half of our team is already in Auckland for #NetSciX2026 :) We will present four works.

No. 3: Control Spread via Multilayer Network Manipulation Piotr Bródka P, Czuba M, Kamiński B, Kraiński Ł, Musial K, Prałat P, Stolarski M

More on Wednesday during Spotlight talks and poster session at 16:15

14.02.2026 21:16 👍 0 🔁 0 💬 0 📌 0
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Wea are still on the way to Auckland for #NetSciX2026 :) Our lab will present four works.

No. 2: Multilayer Artificial Benchmark for Community Detection mABCD Kraiński Ł, Czuba M, Bródka P, Prałat P, Kamiński B and Théberge F

More on Wednesday during Spotlight talks and poster sessions at 16:15

13.02.2026 19:48 👍 0 🔁 0 💬 0 📌 0
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We are on the way to Auckland for #NetSciX2026 :) Our lab will present four works.
No. 1: Graph Reduction in Multirelational Networks: A Spreading-Oriented Benchmark,
Mateusz Stolarski, Michał Czuba, Piotr Bielak and Piotr Bródka
More on Wednesday during Spotlight talks and poster sessions at 16:15

13.02.2026 07:19 👍 0 🔁 0 💬 0 📌 0
University of Technology Sydney

University of Technology Sydney

We are visiting UTS on our way to NetSciX 2026 in Auckland, and were able to finish our work on Twinning Complex Networked Systems: Data-Driven Calibration of the mABCD Synthetic Graph Generator arxiv.org/abs/2602.02044

04.02.2026 03:34 👍 0 🔁 0 💬 0 📌 0
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Happy New Year to everyone :) We have great news at the beginning of 2026, our paper on the Multilayer artificial benchmark for community detection (mABCD) has just been published in Expert Systems with Applications

Free access till the end of February authors.elsevier.com/c/1mOeE_LnES...

07.01.2026 09:18 👍 1 🔁 1 💬 0 📌 0
Merry Christmas and a Happy New Year from Network Science Lab.

Merry Christmas and a Happy New Year from Network Science Lab.

Merry Christmas and a Happy New Year :)

22.12.2025 11:14 👍 1 🔁 1 💬 0 📌 0
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We encourage you to participate in 21st Workshop on Modelling and Mining Networks (WAW 2026) in Toronto. One of the keynote speakers will be Przemek Kazienko from our department. See details at math.torontomu.ca/waw2026/

Additional benefit is FIFA2026 World Cup happening during the conference ;)

18.12.2025 15:13 👍 1 🔁 1 💬 0 📌 0
Preview
Applicability of the minimal dominating set for influence maximization in multilayer networks Abstract. The minimal dominating set (MDS) is a well-established concept in network controllability and has been successfully applied in various domains, i

Our paper, "Applicability of the Minimal Dominating Set for Influence Maximization in Multilayer Networks," has just been published.

Key findings
- MDS can improve influence spread
- proposed local-improvement algorithm helps reduce dominating set size
- effectiveness varies by network structure

18.12.2025 09:52 👍 1 🔁 1 💬 0 📌 0
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On our way to NeurIPS 2025 :) Look for people in the Department of Artificial Intelligence, Wroclaw Tech, t-shirts/hoodies like in previous years :) Our lab will be represented by Michał networks.pwr.edu.pl

28.11.2025 09:07 👍 1 🔁 0 💬 0 📌 0
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Last month, Karol presented our paper "Implementing Network Science to enhance water distribution network pipe roughness calibration" during the 21st International Computing & Control in the Water Industry Conference :)

You can check the paper at doi.org/10.15131/she...

28.10.2025 13:17 👍 0 🔁 0 💬 0 📌 0

We are at ECAI 2025. Please come and see our talk
M2577: Identifying Super Spreaders in Multilayer Networks,
2:45 PM – 3:00 PM
Turchese (Bologna Congress Center)

Have you missed our talk? Here is the paper ebooks.iospress.nl/volumearticl..., and you can still catch us during conference :)

27.10.2025 10:43 👍 1 🔁 0 💬 0 📌 1
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Today, we had a pleasure to host Prof. Maksim Kitsak from TU Delft www.tudelft.nl/en/staff/m.a... who gave a talk about finding shortest and nearly shortest path nodes in large substantially incomplete networks by hyperbolic mapping. :)

09.09.2025 16:43 👍 2 🔁 1 💬 0 📌 0
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This week we have hosted prof Kaska Musial-Gabrys from the UTS (profiles.uts.edu.au/katarzyna.mu...). We have been working on applying control theory and minimal dominating sets to create a better seed set for influence maximization. More about that soon (here and at multispread.pwr.edu.pl/) ;)

08.08.2025 14:06 👍 1 🔁 1 💬 0 📌 0
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Our paper "Unveiling Bias in Opinion Models: The Role of Network Structure vs. Demographic Attributes" is being presented during the poster session at #IC2S22025, stand 37.

If you missed it or missed us, you can check the paper at drive.google.com/drive/folder...

24.07.2025 11:57 👍 4 🔁 1 💬 0 📌 0
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This week we are in Norrköping for the International Conference on Computational Social Science. See you there. #ic2s2

22.07.2025 06:53 👍 0 🔁 0 💬 0 📌 0

wit.pwr.edu.pl/aktualnosci/...

20.07.2025 08:39 👍 0 🔁 0 💬 0 📌 0

See you at ECAI 2025 - 28th European Conference on Artificial Intelligence (ECAI-2025).

11.07.2025 12:03 👍 0 🔁 0 💬 0 📌 0
See you on Sat Jun 28, 8:20, Room 202 Applicability of the Minimal Dominating Set for Influence Maximisation in Multilayer Networks

See you on Sat Jun 28, 8:20, Room 202 Applicability of the Minimal Dominating Set for Influence Maximisation in Multilayer Networks

See you on Sat Jun 28, 8:20, Room 202 Applicability of the Minimal Dominating Set for Influence Maximisation in Multilayer Networks
If you cannot make it or my presentation was so bad that you could not understand anything, check the preprint :) arxiv.org/abs/2502.15236
@sunbelt2025paris.bsky.social

25.06.2025 08:39 👍 0 🔁 1 💬 0 📌 0

#NetSci2025 Best posters awards winners. Congratulations to Michał i Mateusz who prepared and presented our poster.
Would like to know more? Check our paper Czuba, M., Stolarski, M., Piróg, A., Bielak, P., & Bródka, P. (2025). Identifying Super Spreaders in Multilayer Networks. arXiv:2505.20980.

25.06.2025 07:32 👍 0 🔁 1 💬 0 📌 0