Patrick Rubin-Delanchy

7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

NIPS (5) AISTATS (1) ICLR (1)

Top co-authors

Nick Whiteley (4) Alexander Modell (3) Ian Gallagher (3) Annie Gray (2) Ed Davis (1) Daniel John Lawson (1) Andrew Jones (1) Hannah Sansford (1) Emma Ceccherini (1)

Keywords

spectral embedding (3) graph representation learning (3) dynamic network (2) manifold learning (2) dimensionality reduction (2) agglomerative clustering (1) latent position (1) probabilistic graphical model (1) tree structure (1) node embedding (1) temporal coherence (1) intensity function (1) node representation (1) matrix factorisation (1) sparse graph (1) nonlinear dimension reduction (1) geodesic distance (1) continuous-time representation (1) structural coherence (1) dot product (1)

Papers

Valid Conformal Prediction for Dynamic GNNs ICLR 2025

Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks NIPS 2023

Hierarchical clustering with dot products recovers hidden tree structure NIPS 2023

Implications of sparsity and high triangle density for graph representation learning AISTATS 2023

Matrix factorisation and the interpretation of geodesic distance NIPS 2021

Spectral embedding for dynamic networks with stability guarantees NIPS 2021

Manifold structure in graph embeddings NIPS 2020