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Julia Gastinger

@juliagasti.bsky.social
1.1K followers 325 following 27 posts

Temporal Knowledge Graphs and Fish Jokes PhD student at University of Mannheim Previously Research Scientist at NEC Laboratories Europe and Collaborating Researcher at Mila (She/Her)

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Julia Gastinger @juliagasti.bsky.social · 22/09/2026
Did you know that performing at Mayfair Ballroom is predictive of playing at Rock am Ring, and holding a contract with Spinefarm Records is predictive of playing at Wacken Open Air? 🧵
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Julia Gastinger @juliagasti.bsky.social · 06/08/2026
Our paper “CountTRuCoLa: Rule Learning for Interpretable Temporal Knowledge Graph Forecasting” has been accepted to the Research track at @iswc-conf.bsky.social 🥳 We address the task of temporal knowledge graph forecasting with an inherently interpretable method based on symbolic rules
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Andrea Failla @andreajpg.bsky.social · 05/03/2026
📢 Speaker Alert & Deadline Extension TENET @netsciconf.bsky.social 2026 (June 1st): Huijuan Wang, Assoc. Prof @TU Delft 📅 Submit your abstract by March 16th: tinyurl.com/48ys2vx9 #Netsci2026 #Tenet26 #networkscience
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Andrea Failla @andreajpg.bsky.social · 09/03/2026
📢 Speaker Alert & Deadline Extension TENET @netsciconf.bsky.social 2026 (June 1st): @abovet.bsky.social , Asst. Prof. @ UZH 📷 Submit your abstract by March 16th: tinyurl.com/48ys2vx9 #Netsci2026 #Tenet26 #networkscience
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Temporal Graph Learning Reading Group @tempgraphrg.bsky.social · 11/02/2026
This week at the reading group, thursday feb 12th, 11am EST, we are happy to welcome Sofiane Ennadir, who will present: Virtual Nodes Go Temporal (LOG 2025). zoom link on website! 🥳
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Alessia Galdeman @alessianetwork.bsky.social · 29/01/2026
📣 Join us for the TENET satellite at @netsciconf.bsky.social in Boston! Following the enthusiasm for last year’s editions, we're bringing together researchers working on Temporal Networks! ✏️2 pages abstracts 📆 Submit by Feb 20, 2026 🔗 more info here: tinyurl.com/4zevnyft
tinyurl.com
TENET@NetSci2025
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Alessia Galdeman @alessianetwork.bsky.social · 03/09/2025
TENET@CSS is here! join us in Room15 ✨
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Temporal Graph Learning Reading Group @tempgraphrg.bsky.social · 21/07/2025
Good news: The reading group starts again this thursday, july 24th, 11am EDT! We are happy to welcome Zijie Huang (Google DeepMind) to present: Neural Dynamics for Science: The Symbiosis of Deep Graph Learning and Differential Equations Meet you on zoom (link on website) 🎉🥳
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Temporal Graph Learning Workshop @ KDD @tgl-workshop.bsky.social · 19/05/2025
💡deadline extension for our Temporal Graph Learning workshop: new deadline is May 25th, AOE 💡 looking forward to your submissions!
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Alessia Galdeman @alessianetwork.bsky.social · 13/05/2025
🚨Deadline extension🚨 If you’re interested in Temporal Networks, don’t miss the chance to submit your work to the TENET satellite @CCS in Siena! 📅New deadline: June, 16 2025 📝Submit two page abstract More info here: sites.google.com/view/tenet-c...
sites.google.com
TENET@CCS25
Temporal networks are powerful models for understanding dynamical complex systems where entities and interactions appear and vanish as time goes by. Unlike static networks, which simply provide a snap...
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Temporal Graph Learning Workshop @ KDD @tgl-workshop.bsky.social · 05/05/2025
🚨 15 days left! 🚨 Don't miss the Call for Papers for the 3rd Temporal Graph Learning Workshop at KDD 2025 ✨ 📅 Deadline: May 20 (OpenReview) 🔗 sites.google.com/view/tgl-wor...
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Alessia Galdeman @alessianetwork.bsky.social · 24/04/2025
📢 Join us for the TENET satellite at #CCS in Siena on September 3! 🔎 Following the enthusiasm for the NetSci edition, we're bringing together researchers working on Temporal Networks! ✍️ 2 pages abstracts 📅 Submit by May 15, 2025 👉🏻 tinyurl.com/3mva3psh
tinyurl.com
TENET@CCS25
Temporal networks are powerful models for understanding dynamical complex systems where entities and interactions appear and vanish as time goes by. Unlike static networks, which simply provide a snap...
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Temporal Graph Learning Workshop @ KDD @tgl-workshop.bsky.social · 15/04/2025
🌟Call for Reviewers!🌟 We are currently recruiting reviewers for our upcoming workshop and would love to have your expertise on board! Timeline: May 2025 📝 Please sign up here: docs.google.com/forms/d/e/1F... Thank you for supporting the workshop!
docs.google.com
Reviewer Recruitment: TGL Workshop@ KDD 2025
Thank you for your interest in reviewing research submissions for the Temporal Graph Learning Workshop@ KDD 2025. Please fill out the information in this form, so we can know more about your backgroun...
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Temporal Graph Learning Workshop @ KDD @tgl-workshop.bsky.social · 07/04/2025
📢 Announcing the third edition of Temporal Graph Learning Workshop at KDD 2025 📢 📜 Call for Papers: Submit your work on Temporal Graphs, Evolving Relational Data, Spatio-Temporal Graphs & more! 📅 Submission Deadline: May 20 AoE (Openreview) sites.google.com/view/tgl-wor...
sites.google.com
TGL Workshop 2025
Key dates
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Bernhard Steinberger @bstein.bsky.social · 11/03/2025
More than 2000 Scientists living, working or educated in Germany have already signed this appeal by @de.scientists4future.org to the members of the newly elected parliament to step up efforts for climate protection. Click here www.bayceer.uni-bayreuth.de/s4f/de/top/o... if you'd like to join.
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Temporal Graph Learning Reading Group @tempgraphrg.bsky.social · 03/02/2025
This week we look forward to an exciting talk featuring two #LOG2024 papers! 📢 Towards Neural Scaling Laws on Graphs & Do Neural Scaling Laws Exist on Graph Self-Supervised Learning? 🎤 Jingzhe Liu (MSU) & Qian Ma (RPI) 📅 11am EST, Feb 6 (Thu) 📍 Zoom (link on website) Don’t miss it! 🔥
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Temporal Graph Learning Reading Group @tempgraphrg.bsky.social · 20/01/2025
We created a starter pack for temporal graph researchers! Please let us know if you would like to be added, or know someone to be added ✨ go.bsky.app/Z7X5KH
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Temporal Graph Learning Reading Group @tempgraphrg.bsky.social · 14/01/2025
🚨 The Temporal Graph Learning Reading Group is back from winter break! 🚨 📅 Thursday, Jan 16th, 11am ET (on Zoom) 📖 Topic: Interpreting Temporal Graph Neural Networks with Koopman Theory 👨‍🔬 Speaker: Michele Guerra 📄 Paper: arxiv.org/pdf/2410.13469 🔗 Zoom link: Check our website! See you on thursday!
arxiv.org
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Julia Gastinger @juliagasti.bsky.social · 11/12/2024
Today I attended the Women in Machine Learning workshop at #NeurIPS24. What an amazing event: inspiring talks, a great mentoring session with super kind mentors, and a truly insightful panel discussion! It's really motivating to see that many intelligent and kind female role models in one place ❤️
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Julia Gastinger @juliagasti.bsky.social · 11/12/2024
If you're at @neuripsconf.bsky.social and want to talk about TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs, drop by our poster! - When? tomorrow, wednesday, dec 12th 4:30-7:30pm. - Where? Poster #3000, Poster Session 2 East. #NeurIPS
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Julia Gastinger @juliagasti.bsky.social · 03/12/2024
What’s a pirate’s favorite fish? Arrrrrrctic cod!
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Julia Gastinger @juliagasti.bsky.social · 02/12/2024
The recording of our presentation for "TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs" at the @tempgraphrg.bsky.social Reading Group is now available on YouTube: youtu.be/w35ilttAhws 🍿🍿🍿
youtu.be
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs
YouTube video by Temporal Graph Learning
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Julia Gastinger @juliagasti.bsky.social · 02/12/2024
Honored to be recognized as one of the top reviewers at @logconference.bsky.social ! Huge thanks to the organizers for putting together such an excellent event. 👏🎉
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Temporal Graph Learning Reading Group @tempgraphrg.bsky.social · 26/11/2024
📫 Join us this Thursday, Nov 28, at 11 AM EST! 📫 Przemysław Andrzej Wałega will present "Expressive Power of Temporal Message Passing" at our reading group. Details + link on our website! See you there! 👋 arxiv.org/pdf/2408.09918
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Julia Gastinger @juliagasti.bsky.social · 25/11/2024
This wednesday I will present our work "Dynamic Representations of Global Crises: A Temporal Knowledge Graph for Conflicts, Trade, and Value Networks" 📅 When: Wednesday, Nov 27th, 8 PM CET 📍 Where: Virtual Poster Session @logconference.bsky.social Stop by and say hi if you're interested! 😊
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Temporal Graph Learning Reading Group @tempgraphrg.bsky.social · 18/11/2024
🌟 Join our Temporal Graph Learning Reading Group! 🌟 📅 Every Thursday ⏰ 11 AM EST 📍 On Zoom (link on our website!) Let's discuss cool research on temporal graphs! 🪩🥳👩‍🏫 Hope to see you there!
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Julia Gastinger @juliagasti.bsky.social · 18/11/2024
🥳 Happy to announce that TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs & Heterogeneous Graphs was accepted at #NeurIPS2024 Datasets and Benchmarks Track! 📜https://arxiv.org/abs/2406.09639v2 💻https://github.com/shenyangHuang/TGB 🌎https://tgb.complexdatalab.com
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Julia Gastinger @juliagasti.bsky.social · 18/11/2024
How does a fish get to school? By octo-bus!
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