Louis

Most GNN benchmarks weren't built with biology in mind. #OgBench was. 🎉 The first benchmark for graph learning on omics data, addressing the n≪p regime across transcriptomics, proteomics, and epigenomics . ✨ Congratulations @louisacornelis @johmathe @gbg1441 @LouisVLang 🚀

⁠We're releasing OgBench: the first benchmark for GNNs on omics data in the n≪p regime. Every major benchmark (OGB, TUDataset, LRGB, GraphBench) operates where the number of graphs (n) far exceeds nodes per graph (p). But biology is the opposite: few patients, massive graphs.

🏆 The 2026 Topological Deep Learning Challenge is officially live, now in its 4th edition! 🏆 This year’s theme is “Bridging the Gap” between the GNN and TDL worlds. Win incredible prizes including up to $1000 in cash 💸 and AI research internships! Submission deadline: Aug. 1

TopoTune is going to ICML 2025!🎉🇨🇦 Curious to try topological deep learning with your custom GNN or your specific dataset? We built this for you! Find out how to get started at geometric-intelligence.github.io/topotune/

We can’t wait to see your submissions! Full challenge guidelines and requirements are available here: geometric-intelligence.github.io/topobench/tdl-… Results announced at @TAGinDS Boston, Aug. 18–20. Participation does not require attending! #TDLChallenge #TopologicalDeepLearning #AI #ML #TAGinDS