Author

Qing Liu

Institutions: Hebei University of Science and Technology, PLA Army Engineering University

Observed institutions: Hebei University of Science and Technology, PLA Army Engineering University

ORCID: 0009-0006-6345-2997

Observed ORCID: 0009-0006-6345-2997

OpenAlex ID: A5135865745

PGA-LLM: A Probability-Guided Alignment Large Language Model Framework for Fault Diagnosis

2026 · Tao Wang, Yanqiang Di, et al. · Technologies

Prior-Guided Diffusion Processes: A Unified Framework for Knowledge-Informed Generative Modeling with Theoretical Guarantees and Prognostic Case Studies

2026 · Qing Liu, Yanqiang Di, et al. · Mathematical and Computational Applications

When Do We Need Complex Generative Models for Time Series Imputation? A Case Study on Battery and Electrical Degradation Data

2026 · Qing Liu, Yanqiang Di, et al. · Electronics

Works count: 3

Citation count:

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