• 🏗️ Building large-scale, general-purpose models for industrial equipment health monitoring and predictive maintenance.
• 🚀 I am leading an open-source project group called PHMBench and contribute to various PHM research initiatives.

🔥 Notable work: HSE: A Plug-and-Play Module for Unified Fault Diagnosis Foundation Models

• 🔄 Combining neural networks with symbolic knowledge to create more explainable and robust fault diagnosis systems.

✨ Notable publications:

• 📊 Transparent Operator Network (TII 2024)
• 🧩 Deep Expert Network (JMS 2024)
• 🔍 Transparent Information Fusion Network (ADVEI 2025)

🔄 Developing methods to transfer knowledge between different domains and equipment types for efficient fault diagnosis.

📝 Notable publications:

• 🌐 Cross-Domain Augmentation Diagnosis (RESS 2023)
• 🛠️ Adversarial Domain-Invariant Generalization (TII 2022)
• 🧪 Knowledge Mapping-Based Adversarial Domain Adaptation (MSSP 2021)