Julia Gastinger
juliagasti.bsky.social
Julia Gastinger
@juliagasti.bsky.social
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)
Reposted by Julia Gastinger
TENET@CSS is here! join us in Room15 ✨
⌛Last days to submit your 2-pages abstract and join TENET satellite at @css-conference.bsky.social
📢 Keynote Alert for TENET @css-conference.bsky.social (September 3 - morning):
Davide Bacciu, Full Professor @ University of Pisa, Italy.
Talk: "Temporal graph learning with dynamical systems"

📅 Submit your abstract by June 30: tinyurl.com/3mva3psh
#CCS2025 #Tenet25
September 3, 2025 at 8:12 AM
Reposted by Julia Gastinger
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) 🎉🥳
July 21, 2025 at 6:16 AM
Reposted by Julia Gastinger
💡deadline extension for our Temporal Graph Learning workshop: new deadline is May 25th, AOE 💡

looking forward to your submissions!
Submission deadline for our #kdd2025
workshop is in 6 days, on May 20th AOE.😌

Topics include: Frontiers, Applications, Theory, Models, Methods and Evaluation for learning on temporal graphs!

Position papers, extended abstracts and standard papers.

The venue is non-archival.
📢 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...
May 19, 2025 at 2:00 PM
Reposted by Julia Gastinger
🚨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...
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...
sites.google.com
May 13, 2025 at 8:12 AM
Reposted by Julia Gastinger
🚨 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...
📢 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...
TGL Workshop 2025
Key dates
sites.google.com
May 5, 2025 at 7:05 AM
Reposted by Julia Gastinger
📢 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
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...
tinyurl.com
April 24, 2025 at 7:27 AM
Reposted by Julia Gastinger
🌟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!
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...
docs.google.com
April 15, 2025 at 7:24 AM
Reposted by Julia Gastinger
📢 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...
TGL Workshop 2025
Key dates
sites.google.com
April 7, 2025 at 6:35 PM
Reposted by Julia Gastinger
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.
March 11, 2025 at 10:23 AM
Reposted by Julia Gastinger
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! 🔥
February 3, 2025 at 5:57 PM
Reposted by Julia Gastinger
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
January 20, 2025 at 9:11 AM
Reposted by Julia Gastinger
🚨 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
January 14, 2025 at 3:19 PM
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 ❤️
December 11, 2024 at 5:23 AM
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
🥳 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
December 11, 2024 at 5:07 AM
What’s a pirate’s favorite fish? Arrrrrrctic cod!
December 3, 2024 at 3:54 PM
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
🍿🍿🍿
December 2, 2024 at 7:31 AM
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. 👏🎉
✨ Top Reviewers of LoG 2024 ✨

Thank you to our incredible reviewers who went above and beyond to provide thoughtful and constructive feedback! 🙏

👏 Your efforts are the backbone of LoG’s success!
December 2, 2024 at 7:25 AM
Reposted by Julia Gastinger
📫 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
November 26, 2024 at 12:46 PM
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! 😊
November 25, 2024 at 1:51 PM
Reposted by Julia Gastinger
🌟 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!
November 18, 2024 at 3:48 PM
🥳 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
November 18, 2024 at 2:44 PM
How does a fish get to school? By octo-bus!
November 18, 2024 at 2:39 PM