From Heads to Neurons: Causal Attribution and Steering in Multi-Task Vision-Language Models

Qidong Wang, Junjie Hu, Ming Jiang

Recent work has increasingly explored neuron-level interpretation in vision-language models (VLMs) to identify neurons critical to final predictions. However, existing neuron analy…