Andrea Cini

PhD student @ IDSIA , Università della Svizzera italiana (USI)

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About

Hi! I’m a PhD student at the Graph Machine Learning Group, within the Swiss AI lab IDSIA, at USI, under the supervision of Prof. Cesare Alippi. Previously, I worked as an R&D machine learning engineer at Argotec, developing reinforcement learning methods for the control of autonomous nanosatellites. I got my MSc and BSc in Computer Science and Engineering at Politecnico di Milano where I did my thesis supervised by Prof. Marcello Restelli. You can have a look at my CV.

Research

Currently, my research focuses on processing spatiotemporal data by exploiting graph representations and graph neural networks. Applications are in reinforcement learning and time series analysis, with a focus on multivariate time series forecasting. I am also broadly interested in the use of machine learning methods to accelerate both scientific discovery and engineering. You can find an updated list of my publications here.

News

Dec 3, 2022 Our paper on scalable STGNNs won the best paper award at the TGL workshop at NeurIPS!
Nov 18, 2022 Our paper has been accepted at AAAI23!
Sep 30, 2022 Our new paper has been accepted at NeurIPS 2022, see you in New Orleans!
Jan 20, 2022 Our paper got accepted at ICLR 2022!
Oct 12, 2021 One paper accepted for publication in JMLR!