2 papers
cs.CV2026
ShaRP: SHAllow-LayeR Pruning for Efficient Video Large Language Models
Yingjie Xia, Tao Liu, Jinglei Shi +4
Video Large Language Models (VLLMs) incur substantial prefilling cost due to the large number of visual tokens. While attention-based token pruning offers a promising acceleration…
cs.CV2025
MUSE: Manipulating Unified Framework for Synthesizing Emotions in Images via Test-Time Optimization
Yingjie Xia, Xi Wang, Jinglei Shi +2
Images evoke emotions that profoundly influence perception, often prioritized over content. Current Image Emotional Synthesis (IES) approaches artificially separate generation and…