ICT-NLP at SemEval-2026 Task 3: Less Is More - Multilingual Encoder with Joint Training and Adaptive Ensemble for Dimensional Aspect Sentiment Regression. - Liyuan Huang; Jiawei He; Wutao Shen; Lin Li; Jin Zhang (CoRR, 2026)