2 papers
cs.CV2026
HAS: Highlight-guided Attention Steering for Multimodal LLM Video Summarization
Rui Chu, Yingjie Lao
Video understanding has become more and more important with the growth of Artificial Intelligence (AI) for video generation. Recently, Multimodal Large Language Model(M-LLM) has sh…
cs.AI2026
Probabilistic Concept-Aware Steering for Trustworthy LLM Inference
Brian Becker, Rui Chu, Yingjie Lao
Steering vectors (SVs), an inference-time intervention technique for large language models (LLMs), guide the generation process by adding a concept-specific direction vector to int…