conftrace_

Ian Gallagher

4 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)

Conferences

NIPS (2) ICLR (1) UAI (1)

Top co-authors

Patrick Rubin-Delanchy (3) Andrew Jones (2) Emma Ceccherini (2) Daniel John Lawson (2) Ed Davis (1) Alexander Modell (1) Nick Whiteley (1)

Keywords

dynamic network (2) graph representation learning (2) spectral embedding (1) latent position (1) node embedding (1) temporal coherence (1) intensity function (1) node representation (1) continuous-time representation (1) structural coherence (1) intensity profile (1) kernel smoothing (1)

Papers

Valid Conformal Prediction for Dynamic GNNs ICLR 2025 Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees UAI 2025 Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks NIPS 2023 Spectral embedding for dynamic networks with stability guarantees NIPS 2021