Xiaoyi MAI

3 papers · 2018–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (13)

Conferences

JMLR (2) ICLR (1)

Top co-authors

Romain Couillet (1) Zhenyu Liao (1)

Keywords

semi-supervised learning (2) spectral clustering (1) laplacian regularization (1) asymptotic analysis (1) graph-based learning (1) graph regularization (1) random matrix theory (1) gaussian mixture model (1) graph-based method (1) high dimensional datum (1)

Papers

The Breakdown of Gaussian Universality in Classification of High-dimensional Linear Factor Mixtures ICLR 2025

Consistent Semi-Supervised Graph Regularization for High Dimensional Data JMLR 2021

A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data JMLR 2018