CoVR-R:Reason-Aware Composed Video Retrieval. - Omkar Thawakar; Dmitry Demidov; Vaishnav Potlapalli; Bogireddy Sai Prasanna Teja; Viswanatha Reddy Gajjala; Alaa Mostafa Lasheen; Rao Muhammad Anwer; Fahad Shahbaz Khan (CoRR, 2026)