Author

Zhe Liu

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Measuring Fairness in Large Audio Language Models via Semantic-Aware Bias Estimation

This work proposes a semantic-aware mixed-effects regression framework for fairness evaluation in LALMs that incorporates sentence-level semantic embeddings of reference text as covariates and models speaker identity as a random effect.

Zhe Liu · 0 citations

#machine learning Preprint Aug 2026

Machine Unlearning for Speech Question Answering in Large Audio-Language Models

This work presents and evaluates multiple unlearning strategies, including gradient ascent, task arithmetic, and alignment-based fine-tuning methods that enforce safe refusal responses, to remove private knowledge while still preserving performance on core capabilities.

Zhe Liu · 0 citations