| 2025 | ICML | Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching. | Federico Errica, Henrik Christiansen, Viktor Zaverkin, Takashi Maruyama, Mathias Niepert, Francesco Alesiani |
| 2023 | AAAI | Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming. | Francesco Alesiani |
| 2023 | ICML | Learning Neural PDE Solvers with Parameter-Guided Channel Attention. | Makoto Takamoto, Francesco Alesiani, Mathias Niepert |
| 2022 | IDA | Modular-Relatedness for Continual Learning. | Ammar Shaker, Francesco Alesiani, Shujian Yu |
| 2022 | UAI | Principle of relevant information for graph sparsification. | Shujian Yu, Francesco Alesiani, Wenzhe Yin, Robert Jenssen, Jos C. Prncipe |
| 2021 | AAAI | Measuring Dependence with Matrix-based Entropy Functional. | Shujian Yu, Francesco Alesiani, Xi Yu, Robert Jenssen, Jos C. Prncipe |
| 2021 | ICDM | Gated Information Bottleneck for Generalization in Sequential Environments. | Francesco Alesiani, Shujian Yu, Xi Yu |
| 2021 | IJCAI | Reinforcement Learning for Route Optimization with Robustness Guarantees. | Tobias Jacobs, Francesco Alesiani, Glcin Ermis |
| 2021 | IJCNN | Bilevel Continual Learning. | Ammar Shaker, Francesco Alesiani, Shujian Yu, Wenzhe Yin |
| 2020 | IJCAI | Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications. | Shujian Yu, Ammar Shaker, Francesco Alesiani, Jos C. Prncipe |
| 2019 | AAAI | Efficient and Scalable Multi-Task Regression on Massive Number of Tasks. | Xiao He, Francesco Alesiani, Ammar Shaker |
| 2016 | VTC | Remote Testimony: How to Trust an Autonomous Vehicle. | Francesco Alesiani, Sebastian Gajek |
| 2003 | GLOBECOM | Differential space-time CDMA with turbo decoding. | Francesco Alesiani, Alberto Tarable |
| 2001 | GLOBECOM | Performance of adaptive modulation techniques in the UMTS system. | Francesco Alesiani, Ezio Biglieri, Giorgio Taricco, Emanuele Viterbo |