Decoupled Similarity for Task-Aware Token Pruning in Large Vision-Language Models. - Kexin Ma 013; Jing Xiao 004; Chaofeng Chen; Geyong Min; Guibo Zhu; Jinqiao Wang; Liang Liao (CoRR, 2026)

Observe Less, Understand More: Cost-aware Cross-scale Observation for Remote Sensing Understanding. - Zhenghao Xie; Jing Xiao; Zhenqi Wang; Kexin Ma 013; Liang Liao; Gui-Song Xia; Mi Wang (CoRR, 2026)