Lev Telyatnikov
Scholar

Lev Telyatnikov

Google Scholar ID: MzFz-tcAAAAJ
Ph.D. student, Sapienza University
Deep LearningTopological Deep LearningGNNSpatio-temporal modelsSignal processing
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Citations & Impact
All-time
Citations
129
 
H-index
6
 
i10-index
6
 
Publications
14
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
6 items
Towards Unified and Data-Efficient Prognostics and Health Management with Tabular Foundation Models
2026
Cited
0
Picid: A Modular Evaluation Infrastructure for Reproducible PHM Across Tasks and Domains
2026
Cited
0
From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence
2026
Cited
0
HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations
2025
Cited
0
TopoBenchmarkX: A Framework for Benchmarking Topological Deep Learning
arXiv.org · 2024
Cited
6
Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design
arXiv.org · 2023
Cited
10
Resume (English only)
Co-authors
9 total
Simone Scardapane
Simone Scardapane
Associate Professor, Sapienza University
Pietro Liò
Pietro Liò
Professor, University of Cambridge
Paolo Di Lorenzo
Paolo Di Lorenzo
Sapienza University of Rome
Michael Bronstein
Michael Bronstein
DeepMind Professor of AI, University of Oxford / Scientific Director, AITHYRA
Claudio Battiloro
Claudio Battiloro
Postdoctoral Fellow, Harvard University
Indro Spinelli
Indro Spinelli
Assistant Professor, Sapienza University of Rome
Pere Barlet-Ros
Pere Barlet-Ros
Universitat Politècnica de Catalunya (UPC)
Albert Cabellos-Aparicio
Albert Cabellos-Aparicio
UPC-BarcelonaTech