Simone Antonelli
I am a first-year Ph.D. student at the CISPA Helmholtz Center for Information Security, advised by Aleksandar Bojchevski.
My research focuses on trustworthy machine learning, specifically exploring the robustness of graph neural networks, differentially private graph learning and generative models.
I have obtained a B.Ss. and M.Sc. in Computer Science from Sapienza University of Rome where I was awarded as an outstanding student for the a.y. 2020/2021. While away from research, I enjoy doing sports and hiking in nature. For longer breaks, I indulge in travel particularly backpacking.
news
Apr, 2023 | Our paper on conformal prediction for graphs has been accepted at ICML. |
---|---|
Mar, 2023 | I have been selected as an outstanding graduate student for the a.y. 2020/2021. |
Dec, 2022 | Our paper on few-shot graph classification has been accepted at LoG Conference. |
Nov, 2022 | I joined Aleksandar Bojchevski’s group as a Ph.D. student. |
Feb, 2022 | Our survey has been accepted at ACM Computing Surveys. |
selected publications
-
ICMLConformal Prediction Sets for Graph Neural NetworksIn Proceedings of the 40th International Conference on Machine Learning, 2023