The evolving causal structure of equity risk factors. - Gabriele D'Acunto; Paolo Bajardi; Francesco Bonchi; Gianmarco De Francisci Morales (ICAIF, 2021)

Multiscale Non-stationary Causal Structure Learning from Time Series Data. - Gabriele D'Acunto; Gianmarco De Francisci Morales; Paolo Bajardi; Francesco Bonchi (CoRR, 2022)

Multiscale Causal Structure Learning. - Gabriele D'Acunto; Paolo Di Lorenzo; Sergio Barbarossa (Trans. Mach. Learn. Res., 2023)

Learning Multiscale Non-stationary Causal Structures. - Gabriele D'Acunto; Gianmarco De Francisci Morales; Paolo Bajardi; Francesco Bonchi (Trans. Mach. Learn. Res., 2023)

Extracting the Multiscale Causal Backbone of Brain Dynamics. - Gabriele D'Acunto; Francesco Bonchi; Gianmarco De Francisci Morales; Giovanni Petri (CLeaR, 2024)

Learning Multi-Frequency Partial Correlation Graphs. - Gabriele D'Acunto; Paolo Di Lorenzo; Francesco Bonchi; Stefania Sardellitti; Sergio Barbarossa (IEEE Trans. Signal Process., 2024)

The Relativity of Causal Knowledge. - Gabriele D'Acunto; Claudio Battiloro (UAI, 2025)

Causal Abstraction Learning based on the Semantic Embedding Principle. - Gabriele D'Acunto; Fabio Massimo Zennaro; Yorgos Felekis; Paolo Di Lorenzo (CoRR, 2025)