Education

• Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea (Auguest 2023 ~ Present)

Integraded Master's & Ph.D. Program in Electrical Engineering (Advisor: Yong Man Ro)

• Hanyang University, Seoul, South Korea (Mar 2018 ~ Feb 2023)

B.S. in Computer Science

Former Vice President and Head of the Academic Department of the OOPArts Game Development Club 

• Inchang High School, Seoul, South Korea (Mar 2014 ~ Feb 2017)

Publications

• MAD: Modality-Adaptive Decoding for Mitigating Cross-Modal Hallucinations in Multimodal Large Language Models  🔗

Sangyun Chung, Se Yeon Kim, Youngchae Chee, Yong Man Ro

Conference on Computer Vision and Pattern Recognition (CVPR), 2026

• GCAgent: Long-video understanding via schematic and narrative episodic memory  🔗

Jeong Hun Yeo*, Sangyun Chung*, Sungjune Park, Dae Hoe Kim, Jinyoung Moon, Yong Man Ro

Under Review

• 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 Transactions on Circuits and Systems for Video Technology (TCSVT), 2025 

• TroL: Traversal of Layer for Large Language and Vision Models 🔗

Byung-Kwan Lee, Sangyun Chung, Chae Won Kim, Beomchan Park, Yong Man Ro

ENMLP 2024 Main

• SPARK: multi-vision Sensor Perception And Reasoning benchmarK 🔗

Youngjoon Yu*, Sangyun Chung*, Byung-Kwan Lee, Yong Man Ro

Arxiv Preprint, 2024