Haifeng Xu

A Transformer Based Approach for Open Set Specific Emitter Identification

2021 · 2021 7th International Conference on Computer and Communications (ICCC)

Specific emitter identification (SEI) can verify the identity of emitters and plays an important role in a wide range of military and civilian fields. Most recently, there has been great interests in applying deep learning …

GLASS: Global-Local Aggregation for Inference-time Sparsification of LLMs

2025 · ArXiv.org

Inference-time sparsification is a promising path to deploy large language models (LLMs) on resource-constrained devices, yet existing training-free methods typically estimate feedforward network (FFN) neuron importance from the input prompt alone. We show this prompt-only …