TroL: Traversal of Layers for Large Language and Vision Models. - Byung-Kwan Lee; Sangyun Chung; Chae Won Kim; Beomchan Park; Yong Man Ro (EMNLP, 2024)

SPARK: Multi-Vision Sensor Perception and Reasoning Benchmark for Large-scale Vision-Language Models. - Youngjoon Yu; Sangyun Chung; Byung-Kwan Lee; Yong Man Ro (CoRR, 2024)

Phantom of Latent for Large Language and Vision Models. - Byung-Kwan Lee; Sangyun Chung; Chae Won Kim; Beomchan Park; Yong Man Ro (CoRR, 2024)

Revisiting Misalignment in Multispectral Pedestrian Detection: A Language-Driven Approach for Cross-modal Alignment Fusion. - Taeheon Kim; Sangyun Chung; Youngjoon Yu; Yong Man Ro (CoRR, 2024)

Are Vision-Language Models Truly Understanding Multi-vision Sensor? - Sangyun Chung; Youngjoon Yu; Youngchae Chee; Se Yeon Kim; Byung-Kwan Lee; Yong Man Ro (CoRR, 2024)

MSCoTDet: Language-Driven Multi-Modal Fusion for Improved Multispectral Pedestrian Detection. - Taeheon Kim; Sangyun Chung; Damin Yeom; Youngjoon Yu; Hak Gu Kim; Yong Man Ro (IEEE Trans. Circuits Syst. Video Technol., 2025)