Publications
Updated list available on 🎓 Google Scholar (opens new window)
Preprints
- Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models
Alfonso Amayuelas, Liangming Pan, Wenhu Chen, William Wang
(Paper) (opens new window)
2022
- Neural Methods for Logical Reasoning over Knowledge Graphs
Alfonso Amayuelas, Shuai Zhang, Susie Xi Rao, Ce Zhang
International Conference on Learning Representations 2022 (ICLR 2022)
(Paper) (opens new window) (Slides) (opens new window) (Code) (opens new window)
2021
- The importance of modeling data missingness in algorithmic fairness: A causal perspective
Naman Goel, Alfonso Amayuelas, Amit Deshpande, Amit Sharma
Proceedings of the AAAI Conference on Artificial Intelligence, 35(9), 7564-7573, 2021 (AAAI 2021)
(Paper) (opens new window) (Poster) (Supplementary Material)