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Author

Hridya Dhulipala

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Open access Aug 2026

On Behavioral Alignment of Model-Code and Human-Code Understandability via Behavioral Proxies

It is demonstrated that semantic self-consistency is a reliable and extensible measure to be used as a behavioral proxy for quantifying model code understandability, with broad implications in both software engineering research and practice.

Xiao-Kai Rong, Aashish Yadavally, Hridya Dhulipala et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Can LLMs Reason About Runtime Behavior? A Repository-Level Dynamic Benchmark

SWE-Flux is introduced, a repository-level benchmark for dynamic execution reasoning containing 480 execution-grounded instances across 12 real Python repositories, with gold answers automatically harvested from instrumented test executions rather than written manually or judged by LLMs.

Hamed Taherkhani, Mohammad Abdollahi, Melika Sepidband et al. · 0 citations
Preprint Aug 2026

W-RAG: Source-Aware Retrieval for Enterprise Document Generation from Heterogeneous Knowledge Bases

W-RAG is proposed, a source-aware retrieval framework that performs ontology-guided retrieval, local ranking within each knowledge base, and source-level weighting to regulate evidence composition to improve document coverage and generation quality.

Hridya Dhulipala, Rajesh Ombase, Michael Wang et al. · 0 citations

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