Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms. - Seungju Han 002; Junhyeok Kim 002; Jack Hessel; Liwei Jiang; Jiwan Chung; Yejin Son; Yejin Choi 001; Youngjae Yu (EMNLP, 2023)

WoLF: Wide-scope Large Language Model Framework for CXR Understanding. - Seil Kang; Donghyun Kim; Junhyeok Kim 002; Hyo Kyung Lee; Seong Jae Hwang (CoRR, 2024)

Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues. - Youngmin Kim; Jiwan Chung; Jisoo Kim 006; Sunghyun Lee; Sangkyu Lee; Junhyeok Kim 002; Cheoljong Yang; Youngjae Yu (ACL (1), 2025)

Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding. - Seil Kang; Jinyeong Kim; Junhyeok Kim 002; Seong Jae Hwang (CVPR, 2025)

See What You Are Told: Visual Attention Sink in Large Multimodal Models. - Seil Kang; Jinyeong Kim; Junhyeok Kim 002; Seong Jae Hwang (ICLR, 2025)

EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the Wild. - Junhyeok Kim 002; Min Soo Kim 007; Jiwan Chung; Jungbin Cho; Jisoo Kim 006; Sungwoong Kim; Gyeongbo Sim; Youngjae Yu (NAACL (Findings), 2025)

GuideDog: A Real-World Egocentric Multimodal Dataset for Blind and Low-Vision Accessibility-Aware Guidance. - Junhyeok Kim 002; Jaewoo Park; Junhee Park; Sangeyl Lee; Jiwan Chung; Jisung Kim; Ji Hoon Joung; Youngjae Yu (CoRR, 2025)

Don't Look Only Once: Towards Multimodal Interactive Reasoning with Selective Visual Revisitation. - Jiwan Chung; Junhyeok Kim 002; Siyeol Kim; Jaeyoung Lee; Min Soo Kim 007; Youngjae Yu (CoRR, 2025)

Backbone Augmented Training for Adaptations. - Jae Wan Park; Junhyeok Kim 002; Youngjun Jun; Hyunah Ko; Seong Jae Hwang (CoRR, 2025)