Temporal Graph Learning Reading Group
@tempgraphrg.bsky.social
🔸Reading Group🔸 Research on Temporal Graph Learning 🔸Thursdays 11am-12pm EST🔸 zoom 🔸
Organizers: @shenyanghuangtg.bsky.social;
FarimahPoursafaei; @juliagasti.bsky.social; @vstenby.bsky.social
website: shenyanghuang.github.io/rg.html
Organizers: @shenyanghuangtg.bsky.social;
FarimahPoursafaei; @juliagasti.bsky.social; @vstenby.bsky.social
website: shenyanghuang.github.io/rg.html
paper link: arxiv.org/abs/2510.07586
TGM: a Modular and Efficient Library for Machine Learning on Temporal Graphs
Well-designed open-source software drives progress in Machine Learning (ML) research. While static graph ML enjoys mature frameworks like PyTorch Geometric and DGL, ML for temporal graphs (TG), networ...
arxiv.org
November 12, 2025 at 11:44 AM
paper link: arxiv.org/abs/2510.07586
find the paper here: arxiv.org/pdf/2503.02859
arxiv.org
November 5, 2025 at 6:50 AM
find the paper here: arxiv.org/pdf/2503.02859
paper: arxiv.org/abs/2505.18728
Message-Passing State-Space Models: Improving Graph Learning with Modern Sequence Modeling
The recent success of State-Space Models (SSMs) in sequence modeling has motivated their adaptation to graph learning, giving rise to Graph State-Space Models (GSSMs). However, existing GSSMs operate ...
arxiv.org
October 21, 2025 at 11:45 AM
paper: arxiv.org/abs/2505.18728
paper link: www.esann.org/sites/defaul...
www.esann.org
October 14, 2025 at 8:52 AM
paper link: www.esann.org/sites/defaul...