I am happy to share that our paper "Random Walk Diffusion for Efficient Large-Scale Graph Generation", in which we develop a novel approach for efficient generation of large graphs using a diffusion model and a GNN, has been accepted in the Transactions on Machine Learning Research (TMLR) journal.
18.04.2025 13:37 — 👍 0 🔁 0 💬 0 📌 0
Random Walk Diffusion for Efficient Large-Scale Graph Generation
Tobias Bernecker, Ghalia Rehawi, Francesco Paolo Casale et al.
Action editor: Gabriel Loaiza-Ganem
https://openreview.net/forum?id=tSFpsfndE7
#graphs #graph #generating
01.04.2025 04:07 — 👍 1 🔁 1 💬 0 📌 1
Our first Generative AI paper featuring ArrowDiff is now in out in TMLR! It enables efficient graph generation via Random Walk Diffusion, with therapeutic applications in small molecule and RNA design. Congratulions Tobias and Ghalia for leading this study! openreview.net/forum?id=tSF...
12.03.2025 14:48 — 👍 6 🔁 3 💬 1 📌 0
Doctoral Researcher at Helmholtz Munich | Data Science - CompBio - Genomics & RNA Biology
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