Alessandro Sperduti
Università degli Studi di Padova
H-index: 45
Europe-Italy
Top articles of Alessandro Sperduti
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A unified framework for backpropagation-free soft and hard gated graph neural networks | Knowledge and Information Systems | Luca Pasa Nicolò Navarin Wolfgang Erb Alessandro Sperduti | 2023/12/26 |
A Neural Rewriting System to Solve Algorithmic Problems | arXiv preprint arXiv:2402.17407 | Flavio Petruzzellis Alberto Testolin Alessandro Sperduti | 2024/2/27 |
Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies | arXiv preprint arXiv:2402.17396 | Flavio Petruzzellis Alberto Testolin Alessandro Sperduti | 2024/2/27 |
TumFlow: An AI Model for Predicting New Anticancer Molecules | bioRxiv | Davide Rigoni Sr Sachithra Yaddehige Nicoletta Bianchi Alessandro Sperduti Stefano Moro | 2024 |
Empowering simple graph convolutional networks | IEEE Transactions on Neural Networks and Learning Systems | Luca Pasa Nicolo Navarin Wolfgang Erb Alessandro Sperduti | 2023/1/2 |
An untrained neural model for fast and accurate graph classification | Nicolò Navarin Luca Pasa Claudio Gallicchio Alessandro Sperduti | 2023/9/22 | |
Enhancing Human Resources through Data Science: a Case in Recruiting | Paolo Frazzetto Muhammad Uzair Ul Haq Alessandro Sperduti | 2023 | |
A Hybrid System for Systematic Generalization in Simple Arithmetic Problems | arXiv preprint arXiv:2306.17249 | Flavio Petruzzellis Alberto Testolin Alessandro Sperduti | 2023/6/29 |
An Empirical Study of Over-Parameterized Neural Models based on Graph Random Features | Nicolo Navarin Luca Pasa Luca Oneto Alessandro Sperduti | 2023 | |
Rgcvae: Relational graph conditioned variational autoencoder for molecule design | arXiv preprint arXiv:2305.11699 | Davide Rigoni Nicolò Navarin Alessandro Sperduti | 2023/5/19 |
Weakly-Supervised Visual-Textual Grounding with Semantic Prior Refinement | arXiv preprint arXiv:2305.10913 | Davide Rigoni Luca Parolari Luciano Serafini Alessandro Sperduti Lamberto Ballan | 2023/5/18 |
Topology preserving maps as aggregations for Graph Convolutional Neural Networks | Paolo Frazzetto Luca Pasa Nicolo Navarin Alessandro Sperduti | 2023/3/27 | |
Uncovering the Spectrum of Graph Generative Models: From One-Shot to Sequential | Samuel Cognolato Alessandro Sperduti Luciano Serafini | 2023/10/13 | |
Polynomial-based graph convolutional neural networks for graph classification | Machine Learning | Luca Pasa Nicolò Navarin Alessandro Sperduti | 2022/4 |
Generative Topographic Mapping Based Aggregation Function for GCNN | Paolo Frazzetto Luca Pasa Nicolò Navarin Alessandro Sperduti | 2022/9/19 | |
Aligning and linking entity mentions in image, text, and knowledge base | Data & Knowledge Engineering | Shahi Dost Luciano Serafini Marco Rospocher Lamberto Ballan Alessandro Sperduti | 2022/3/1 |
On Backpropagation-Free Graph Convolutions | Luca Pasa Nicolò Navarin Wolfgang Erb Alessandro Sperduti | 2022/9/19 | |
Biased Edge Dropout in NIFTY for Fair Graph Representation Learning. | Federico Caldart Luca Pasa Luca Oneto Alessandro Sperduti Nicolo Navarin | 2022 | |
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview | Luca Oneto Nicolo Navarin Battista Biggio Federico Errica Alessio Micheli | 2022/7/7 | |
Deep learning for graph-structured data | Luca Pasa Nicolò Navarin Alessandro Sperduti | 2022 |
