Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation. - Yaoyuan Liang; Zhuojun Cai; Jian Xu; Guanbo Huang; Yiran Wang; Xiao Liang; Jiahao Liu; Ziran Li; Jingang Wang; Shao-Lun Huang (NeurIPS, 2024)

A Theoretical Framework for Data Efficient Multi-Source Transfer Learning Based on Cramér-Rao Bound. - Qingyue Zhang; Haohao Fu; Guanbo Huang; Yaoyuan Liang; Chang Chu; Tianren Peng; Yanru Wu; Qi Li; Yang Li; Shao-Lun Huang (CoRR, 2025)