Z. Xu, Y. Guo, Y. Lu, F. Yang, J. Li, and L. Cai, “VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning”, AAAI, vol. 40, no. 14, pp. 11496–11504, Mar. 2026.