Author

Kyle Min

Oracle

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#artificial intelligence May 2026

ProCompNav: Proactive Instance Navigation with Comparative Judgment for Ambiguous User Queries

Proactive Instance Navigation with Comparative Judgment (ProCompNav), a two-stage framework that first constructs a candidate pool and then identifies the target through Recursive Comparative Judgment (RCJ), is proposed.

Junhyuk Kwon, Seungjoon Lee, Hyejin Park et al. · arXiv.org · 0 citations

Jul 2026

RoME: Robust Mixture of Low-Rank Experts against Multiple Adversarial Perturbations

Robust Mixture of Low-Rank Experts (RoME) is proposed, where each expert is a low-rank additive update to the shared backbone, allowing it to capture threat-common features while experts focus on threat-specific information.

W. Kim, Kyle Min, Suhyeon Ha et al. · arXiv.org · 0 citations