Scholar
Serguei Barannikov
Google Scholar ID: -soT8KcAAAAJ
Unknown affiliation
Machine Learning
Topology
Geometry
Mathematical Physics
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Citations & Impact
All-time
Citations
777
H-index
11
i10-index
16
Publications
20
Co-authors
10
list available
Publications
7 items
CodeTD: Topology of Attention Detects Hallucinations in Code LLMs
2026
Cited
0
Think Shallow, Solve Deep: Controlling Recurrent Dynamics for Reliable Test-Time Depth
2026
Cited
0
The Density of Cross-Persistence Diagrams and Its Applications
2026
Cited
0
Edge-wise Topological Divergence Gaps: Guiding Search in Combinatorial Optimization
2025
Cited
0
Hallucination Detection in LLMs via Topological Divergence on Attention Graphs
2025
Cited
0
RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks
2025
Cited
0
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders
2025
Cited
0
Co-authors
6 total
Evgeny Burnaev
Skoltech, Full Professor, Head of AI center, Head of research group, AIRI
Kristian Kuznetsov
Applied AI Institute
Alexander Korotin
Skoltech, AIRI
Alexander V. Bernstein
Skolkovo Institute of Science and Technology
Ilya Trofimov
Applied AI Institute
Daria Voronkova
Applied AI Institute
