Ihor Kendiukhov

13 papers Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Causal Circuit Tracing Reveals Distinct Computational Architectures in Single-Cell Foundation Models: Inhibitory Dominance, Biological Coherence, and Cross-Model Convergence. CoRR Ihor Kendiukhov
2026	J	`jnl`	Discovery of a Hematopoietic Manifold in scGPT Yields a Method for Extracting Performant Algorithms from Biological Foundation Model Internals. CoRR Ihor Kendiukhov
2026	J	`jnl`	Exhaustive Circuit Mapping of a Single-Cell Foundation Model Reveals Massive Redundancy, Heavy-Tailed Hub Architecture, and Layer-Dependent Differentiation Control. CoRR Ihor Kendiukhov
2026	J	`jnl`	Mind the Gap: How Elicitation Protocols Shape the Stated-Revealed Preference Gap in Language Models. CoRR Pranav Mahajan, Ihor Kendiukhov, Syed Hussain, Lydia Nottingham
2026	J	`jnl`	Multi-Dimensional Spectral Geometry of Biological Knowledge in Single-Cell Transformer Representations. CoRR Ihor Kendiukhov
2026	J	`jnl`	Quantifying Ranking Instability Across Evaluation Protocol Axes in Gene Regulatory Network Benchmarking. CoRR Ihor Kendiukhov
2026	J	`jnl`	Scaling Laws for Masked-Reconstruction Transformers on Single-Cell Transcriptomics. CoRR Ihor Kendiukhov
2026	J	`jnl`	Sparse autoencoders reveal organized biological knowledge but minimal regulatory logic in single-cell foundation models: a comparative atlas of Geneformer and scGPT. CoRR Ihor Kendiukhov
2026	J	`jnl`	Systematic Evaluation of Single-Cell Foundation Model Interpretability Reveals Attention Captures Co-Expression Rather Than Unique Regulatory Signal. CoRR Ihor Kendiukhov
2026	J	`jnl`	What Topological and Geometric Structure Do Biological Foundation Models Learn? Evidence from 141 Hypotheses. CoRR Ihor Kendiukhov
2025	J	`jnl`	A Review of Developmental Interpretability in Large Language Models. CoRR Ihor Kendiukhov
2025	J	`jnl`	Are LLM Belief Updates Consistent with Bayes' Theorem? CoRR Sohaib Imran, Ihor Kendiukhov, Matthew Broerman, Aditya Thomas, Riccardo Campanella, Rob Lamb, Peter M. Atkinson
2020	J	`jnl`	A Finite-Time Technological Singularity Model With Artificial Intelligence Self-Improvement. CoRR Ihor Kendiukhov