Does Mechanistic Interpretability Transfer Across Data Modalities? A Cross-Domain Causal Circuit Analysis of Variational Autoencoders. - Dip Roy; Rajiv Misra; Sanjay Kumar Singh; Anisha Roy (CoRR, 2026)

MemGuard-Alpha: Detecting and Filtering Memorization-Contaminated Signals in LLM-Based Financial Forecasting via Membership Inference and Cross-Model Disagreement. - Anisha Roy; Dip Roy (CoRR, 2026)

Before the First Token: Scale-Dependent Emergence of Hallucination Signals in Autoregressive Language Models. - Dip Roy; Rajiv Misra; Sanjay Kumar Singh; Anisha Roy (CoRR, 2026)