Look Every Frame All at Once: Video-Ma2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing. - Hosu Lee 002; Junho Kim; Hyunjun Kim; Yong Man Ro (CoRR, 2024)

SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis. - Junho Kim; Hyunjun Kim; Hosu Lee 002; Yong Man Ro (CVPR, 2025)

ReFoCUS: Reinforcement-guided Frame Optimization for Contextual Understanding. - Hosu Lee 002; Junho Kim; Hyunjun Kim; Yong Man Ro (CoRR, 2025)

STRIDE: When to Speak Meets Sequence Denoising for Streaming Video Understanding. - Junho Kim; Hosu Lee 002; James M. Rehg; Minsu Kim 001; Yong Man Ro (CoRR, 2026)