Attend to the Active: Structure-Aware Dynamic Attention in LLMs for Compositional Instruction Following - Lv, Fangrui; Qin, Yulei; Hong, Ruixin; Liang, Jian; Wu, Jinyang; Li, Ke; Sun, Xing; Zhang, Changshui (International Conference on Learning Representations, 2026)