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Vinay Kumar Sankarapu
Scholar

Vinay Kumar Sankarapu

Google Scholar ID: fKjpEyEAAAAJ
CEO & Founder, Arya.ai & AryaXAI.com
Deep LearningAI InterpretabilityAI AlignmentReinforcement Learning
Google Scholar↗
Citations & Impact
All-time
Citations
15
 
H-index
2
 
i10-index
0
 
Publications
7
 
Co-authors
1
list available
Publications
29 items
Verdict Without the Rule: Diagnosing and Auditing Regulatory Rule Sensitivity in LLM Compliance Systems
2026
Cited
0
When Does Synthetic Relational Data Teach Models to Use Relations? Tracing Predictive Structure from Pretraining Data to Model Behavior
2026
Cited
0
Every Ablation Is a Dose: Counterweights and the Semblance of Self-Repair
2026
Cited
0
From Behavior to Provenance: Attributing Tabular Foundation Models to Synthetic Pretraining Data
2026
Cited
0
What Do Compliance Detectors Read? An Audit of Activation Probes and Guard Models
2026
Cited
0
CircuitKIT : Circuit Discovery, Evaluation, and Application Toolkit for Mechanistic Interpretability
2026
Cited
0
Faithfulness to Refusal: A Causal Audit of Neuron Selectors
2026
Cited
0
CuratorKIT : Data Curation and Synthetic Data Generation for LLM Post-Training
2026
Cited
0
Co-authors
1 total
Pratinav Seth
Pratinav Seth
AryaXAI Alignment Lab, Arya.ai (An Aurionpro Company)