Author

Roya Daneshi

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#human-computer interacti... Preprint Sep 2026

Evaluative Dynamics of AI Integration and Expert Performance under Epistemic Dependence across Heterogeneous Stakes

Overall, performance-related recalibration appeared comparatively portable, while integration-structure effects were more selective and context-sensitive, which suggests that system designers should consider how AI enters expert workflows, not only whether it is present.

Dennis Kim, Roya Daneshi, Nikhil Krishnaswamy et al. · 0 citations

Preprint Aug 2026

Rethinking Automated Program Repair: The Impact of Bug Complexity, Fault Localization, and LLM Cost-efficiency

A comprehensive empirical analysis of LLM-based APR techniques, focusing on how repair performance is shaped by bug complexity, fault localization, reasoning settings, and costs, reveals a nontrivial trade-off between repair effectiveness and computational cost.

Jun-Chi Liu, Ali Bigdeli, Roya Daneshi et al. · 2 citations