一作ACL 2026Findings· Findings of ACL
From Heads to Neurons: Causal Attribution and Steering in Multi-Task Vision–Language Models
Qidong Wang · Junjie Hu · Ming Jiang
摘要
Recent work has increasingly explored neuron-level interpretation in vision-language models (VLMs) to identify neurons critical to final predictions. However, existing neuron analyses generally focus on single tasks, limiting the comparability of neuron importance across tasks. Moreover, ranking...