Improving Fine-grained Visual Understanding in VLMs through Text-Only Training. - Dasol Choi; Guijin Son; Soo Yong Kim; Gio Paik; Seunghyeok Hong (CoRR, 2024)

MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models. - Gio Paik; Geewook Kim; Jinbae Im (ACL (Findings), 2025)