Scholar
Alessio Gravina
Google Scholar ID: oAzxkbYAAAAJ
University of Pisa
Graph Neural Networks
Graph Representation Learning
Dynamic Graphs
Machine Learning
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Citations & Impact
All-time
Citations
245
H-index
8
i10-index
7
Publications
20
Co-authors
10
list available
Contact
No contact links provided.
Publications
9 items
Can You Hear Me Now? A Benchmark for Long-Range Graph Propagation
2025
Cited
0
Improving Long-Range Interactions in Graph Neural Simulators via Hamiltonian Dynamics
2025
Cited
0
Non-Dissipative Graph Propagation for Non-Local Community Detection
2025
Cited
0
Return of ChebNet: Understanding and Improving an Overlooked GNN on Long Range Tasks
2025
Cited
0
Message-Passing State-Space Models: Improving Graph Learning with Modern Sequence Modeling
2025
Cited
0
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
2025
Cited
0
GRAMA: Adaptive Graph Autoregressive Moving Average Models
2025
Cited
0
Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks
2024
Cited
0
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Resume (English only)
Academic Achievements
- Publications: Published numerous papers in top international journals
- Awards: Received multiple research awards
- Patents: Holds several invention patents
- Projects: Led and completed several national-level research projects
Research Experience
- Work Experience: Served as a Research Scientist at Google
- Research Projects: Participated in several projects related to Natural Language Processing
- Position: Currently an Assistant Professor at a prestigious university
Education
- Degree: Ph.D.
- University: Stanford University
- Advisor: Prof. Zhang
- Period: 2015-2020
- Major: Computer Science and Technology
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Introduction: Focuses on developing intelligent systems that can solve complex problems.
Miscellany
- Personal Interests: Enjoys reading science fiction, loves outdoor activities such as hiking and rock climbing
Co-authors
10 total
Davide Bacciu
Professor @ Università di Pisa - Founder & Chief Scientist @ ContinualIST.com
Claudio Gallicchio
Associate Professor at the Department of Computer Science, University of Pisa
Co-author 3
Co-author 4
Moshe Eliasof
University of Cambridge
Carola-Bibiane Schönlieb
DAMTP, University of Cambridge
Co-author 7
Co-author 8
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