Yao, H.; Chen, Q.; Luo, W.; Zhang, Z.; Liao, J.; You, W. TDSS: Task Dynamic-Synergistic Skill Adaptation for Boosting Efficient and Scalable Multi-Task Learning in Dense Visual Prediction. AAAI 2026, 40, 11857-11865.