Xinyu Pan

Learning a Unified Classifier Incrementally via Rebalancing

Saihui Hou, Xinyu Pan, Chen Change Loy et al. · 2019 · 1.1K citations

Artificial Intelligence, Incremental Learning, Engineering +17

Considering critical building materials for embodied carbon emissions in buildings: A machine learning-based prediction model and tool

Shu Su, Zhaoyin Zang, Jingfeng Yuan et al. · Case Studies in Construction Materials · 2024 · 31 citations · Full text

Evolving to multi-modal knowledge graphs for engineering design: state-of-the-art and future challenges

Xinyu Pan, Xinyu Li, Qi Li et al. · Journal of Engineering Design · 2024 · 24 citations

Mass Personalization, Engineering, Future Challenges +20

Experimental study on wave attenuation and stability of ecological dike system composed of submerged breakwater, mangrove, and dike under storm surge

Ming Peng, Jingliang Zhang, Zhu Yan et al. · Applied Ocean Research · 2024 · 14 citations

A context-aware KG-LLM collaborated conceptual design approach for personalized products: A case in lower limbs rehabilitation assistive devices

Xinyu Pan, Weibin Zhuang, Sijie Wen et al. · Advanced Engineering Informatics · 2025 · 13 citations