🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Temporal Graph Learning Reading Group is back in fall 2024, join us for our first talk this Thursday at 11am EDT.

Straight from the jungle we present TGR 🐅 In this work we tackle memory staleness, over-squashing and under-reaching in temporal GNNs 🕸️ We show that adding TGR on top of TGNN, outperforms popular TGNN models, setting SOTA on *four* TGB datasets! 🔥

This week, thursday, Nov 14th, 11am EST, Shenyang Huang and @JuliaGasti will present TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs (NeurIPS 2024 Datasets and Benchmarks Track) arxiv.org/pdf/2406.09639 Looking forward to seeing you!🎊

Excited to announce the return of temporal graph reading group for winter 2025. Join us weekly for talks on the frontiers of TG research.

🚨🌺 Time zone update: EST → EDT! 📅 Reading Group: Thursday, March 13 🕚 11 AM EDT This week, Zifeng Ding presents DyGMamba – Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models. arxiv.org/pdf/2408.04713…

❤️This week, March 27th, 11am EDT, we are looking forward to have Alexander Jenkins, who will present: Learning to Predict Global Atrial Fibrillation Dynamics from Sparse Measurements ❤️ zoom link on our website!

📢 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)

Excited to share that I am starting as a Postdoc with Prof. Michael Bronstein Michael Bronstein at University of Oxford, looking forward to working with the amazing lab here. Thanks to Andrea Andrea Cini for the nice photo.

15 days until the submission deadline for the TGL workshop at KDD 2025, looking forward to meeting you at the workshop!

Excited to share that the temporal graph reading group resumes this Thursday, see our post for details!