Nuno Moniz

Associate Professor@University of Notre Dame·美国·OpenReview

研究方向

responsible AI · data privacy · explainable AI · automated machine learning · imbalanced learning · machine learning · web content popularity prediction

4.5

SPECTRA: Spectral Target-Aware Graph Augmentation for Imbalanced Molecular Property Regression

ICLR 2026Desk Rejected

合作者 (20)

Nuno Moniz

SPECTRA: Spectral Target-Aware Graph Augmentation for Imbalanced Molecular Property Regression

Emergent Deceptive Behaviors in Reward-Optimizing LLMs

Hybrid Minority Oversampling via LLM-Generated Seeds and SMOTE Expansion

Context Attribution with Multi-Armed Bandit Optimization

Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Benchmarking LLMs on Safety Issues in Scientific Labs