neuron activation

How Many Features Can a Language Model Store Under the Linear Representation Hypothesis? COLT 2026 SEAP: Sparse Expert Activation Pruning Unlocks the Brainpower of Large Language Models AAAI 2026 Select, Hypothesize and Verify: Towards Verified Neuron Concept Interpretation CVPR 2026 Efficient Input-level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation ICCV 2025 Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis EMNLP 2025 From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025 How Programming Concepts and Neurons Are Shared in Code Language Models ACL 2025 Identifying Pre-training Data in LLMs: A Neuron Activation-Based Detection Framework EMNLP 2025 Interpreting the Effects of Quantization on LLMs IJCNLP 2025 Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models EMNLP 2025 Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025 Neuron Empirical Gradient: Discovering and Quantifying Neurons’ Global Linear Controllability ACL 2025 Towards Utilising a Range of Neural Activations for Comprehending Representational Associations WACV 2025 An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs ACL 2024 Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024 Neurons in Large Language Models: Dead, N-gram, Positional ACL 2024 NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning CVPR 2024 Revealing the Parallel Multilingual Learning within Large Language Models EMNLP 2024 Style-Specific Neurons for Steering LLMs in Text Style Transfer EMNLP 2024 Understanding Distributed Representations of Concepts in Deep Neural Networks without Supervision AAAI 2024 DISCOVER: Making Vision Networks Interpretable via Competition and Dissection NeurIPS 2023 MEDIC: Remove Model Backdoors via Importance Driven Cloning CVPR 2023 Visual DNA: Representing and Comparing Images Using Distributions of Neuron Activations CVPR 2023 Neuron Dependency Graphs: A Causal Abstraction of Neural Networks ICML 2022 VisCUIT: Visual Auditor for Bias in CNN Image Classifier CVPR 2022