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Papers
Attribution and Application of Multiple Neurons in Multimodal Large Language Models
EMNLP 2025
Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts
AAAI 2025
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models
EMNLP 2025
Neuron-Level Knowledge Attribution in Large Language Models
EMNLP 2024
Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods
ACL 2024
The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models
ICLR 2024
Towards Neuron Attributions in Multi-Modal Large Language Models
NeurIPS 2024
Improving Adversarial Transferability via Neuron Attribution-Based Attacks
CVPR 2022