Yong Man Ro

Korea Advanced Institute of Science and Technology — South Korea

Computer Science · Physical Sciences

42h-index7.5kcitations682works2.72yr avg
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Research Topics

Video Analysis and Summarization(120), Face recognition and analysis(87), Advanced Image and Video Retrieval Techniques(85), Face and Expression Recognition(74), Image Retrieval and Classification Techniques(71)

Publications682 total

Learning What to Attend First: Modality-Importance-Guided Reasoning for Reliable Multimodal Emotion Understanding
arXiv (Cornell University)·2025Open Access
GCAgent: Long-Video Understanding via Schematic and Narrative Episodic Memory
arXiv (Cornell University)·2025Open Access
Focus Where It Matters: LLM-Guided Regional Identification for Instruction-based Image Editing
2025Open Access
Unified Reinforcement and Imitation Learning for Vision-Language Models
arXiv (Cornell University)·2025Open Access
Adaptive integration of textual context and visual embeddings for underrepresented vision classification
Pattern Recognition·2025
Towards Inclusive Communication: A Unified Framework for Generating Spoken Language from Sign, Lip, and Audio
arXiv (Cornell University)·2025Open Access
Causal unsupervised semantic segmentation
Pattern Recognition·2025· 2 cited
Remote Sensing Large Vision-Language Model: Semantic-augmented Multi-level Alignment and Semantic-aware Expert Modeling
arXiv (Cornell University)·2025Open Access
GenRecal: Generation after Recalibration from Large to Small Vision-Language Models
arXiv (Cornell University)·2025Open Access
SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis
2025
VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models
2025· 2 cited
ReFoCUS: Reinforcement-guided Frame Optimization for Contextual Understanding
arXiv (Cornell University)·2025Open Access
DIP-R1: Deep Inspection and Perception with RL Looking Through and Understanding Complex Scenes
arXiv (Cornell University)·2025Open Access
Language-guided Learning for Object Detection Tackling Multiple Variations in Aerial Images
arXiv (Cornell University)·2025Open Access
Personalized Lip Reading: Adapting to Your Unique Lip Movements with Vision and Language
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 2 citedOpen Access
MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens
arXiv (Cornell University)·2025Open Access
Zero-AVSR: Zero-Shot Audio-Visual Speech Recognition with LLMs by Learning Language-Agnostic Speech Representations
arXiv (Cornell University)·2025Open Access
Are Vision-Language Models Truly Understanding Multi-vision Sensor?
2025Open Access
MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens
2025Open Access
MSCoTDet: Language-Driven Multi-Modal Fusion for Improved Multispectral Pedestrian Detection
IEEE Transactions on Circuits and Systems for Video Technology·2024· 7 cited
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Frequent Co-authors

Jae Young Choi(8), Konstantinos N. Plataniotis(8), Hosik Sohn(8), Hak Gu Kim(7), Yong Ju Jung(7), Seong-il Lee(6), Jung Uk Kim(5), Seung Ho Lee(5), Dae Hoe Kim(4), Wissam J. Baddar(4), Heoun-taek Lim(3), Sangmin Lee(3), Wesley De Neve(3), Hyun Wook Park(3), Minsu Kim(3), Seong Tae Kim(3), Truong Cong Thang(2), Hung T. Le(2), Anh T. Pham(2), Sungjune Park(2)