← Authors

Mihai Cucuringu

12 papers · 2016–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (24) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (9) πŸ† Keyword Champion πŸ’Ž Century Club (12) πŸ—ƒοΈ Keyword Collector (57) πŸ”₯ Unstoppable (8)

Conferences

JMLR (5) AISTATS (4) AAAI (1) ICLR (1) ICML (1)

Top co-authors

Hemant Tyagi (6) David Wipf (2) Yixuan He (2) Guillaume Lecue (1) Quan Gan (1) Richard Peng (1) Qiong Wu (1) Gary Miller (1) Apoorv Vikram Singh (1) Jian Li (1)

Keywords

spectral clustering (3) stochastic block model (3) smooth function (2) graph clustering (2) signed graph (2) directed graph (2) pairwise measurement (2) angular synchronization (2) convex optimization (1) graph embedding (1) ensemble learning (1) time series forecasting (1) semi-definite programming (1) singular value decomposition (1) non-convex optimization (1) matrix perturbation (1) ranking recovery (1) community detection (1) graph laplacian (1) constrained clustering (1)

Papers

Dynamic angular synchronization under smoothness constraints JMLR 2025
Robust Angular Synchronization via Directed Graph Neural Networks ICLR 2024
Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models AAAI 2023
GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks ICML 2022
Learning with semi-definite programming: statistical bounds based on fixed point analysis and excess risk curvature JMLR 2021
Regularized spectral methods for clustering signed networks JMLR 2021
Ranking and synchronization from pairwise measurements via SVD JMLR 2021
Hermitian matrices for clustering directed graphs: insights and applications AISTATS 2020
Provably robust estimation of modulo 1 samples of a smooth function with applications to phase unwrapping JMLR 2020
SPONGE: A generalized eigenproblem for clustering signed networks AISTATS 2019
On denoising modulo 1 samples of a function AISTATS 2018
Simple and Scalable Constrained Clustering: a Generalized Spectral Method AISTATS 2016