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Mengyang Ren

ORCID: 0000-0002-5087-7092
Observed ORCID: 0000-0002-5087-7092
OpenAlex ID: A5042365093
A novel smart product-service system configuration method for mass personalization based on knowledge graph
2022 · Liang Dong, Mengyang Ren, et al. · Journal of Cleaner Production · 58
Towards smart product-service systems 2.0: A retrospect and prospect
2024 · Mengyang Ren, Pai Zheng · Advanced Engineering Informatics · 56
An LLM-based cross-domain knowledge retrieval augmented generation method for bio-inspired solution design
2025 · Haoran Cui, Pai Zheng, et al. · Advanced Engineering Informatics · 16
A Proactive Interaction Design Method for Personalized User Context Prediction in Smart-Product Service System
2023 · Mengyang Ren, Liang Dong, et al. · Procedia CIRP · 8
CockpitGemini: A personalized design framework for smart vehicle cockpits integrating generative model-based multi-agent systems and human digital twins
2024 · Mengyang Ren, Junming Fan, et al. · International Journal of AI for Materials and Design · 6
A data-driven innovative design method for smart product-service systems to achieve mass personalization in rehabilitation
2022 · Mengyang Ren, Zhongxia Xiang, et al. · Journal of Physics Conference Series · 3
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Research on Users’ Satisfaction of App Interface of Mobile Phone Business Hall Based on Kano Model and Eye Movement Tracking
2021 · Yuqing Deng, Hechen Zhang, et al. · Lecture notes in electrical engineering · 3
An Artificial Intelligence-Generated Content-Enabled Personalized Design Approach for Proactive User Interaction in an Immersive Environment
2025 · Mengyang Ren, Junming Fan, et al. · Journal of Mechanical Design · 2
An AR-HUD and VLM Assisted Interactive Driving: From Lightweight Intent Recognition to Real-Time Visual Grounding
2026 · Xinmiao Yu, Mengyu Guo, et al. · IEEE International Conference on Human-Machine Systems (ICHMS)
A Cross-Domain Knowledge Graph-Based Cognitive Inspiration and Alignment Method towards Innovative Design
2025 · Haoran Cui, Mengyang Ren, et al. · 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)
DriveCompanion: Leveraging Vision-Language Models and Retrieval Augmented Generation for Enhancing Driving Convenience
2025 · Mengyang Ren, Tian Wang, et al.
A Novel Proactive Interaction Design Method Based on Fuzzy Knowledge Graph for Smart Product-Service System 2.0
2025 · Junyu Yang, Renjie Zhang, et al. · SSRN Electronic Journal
DesignGemini: Achieving Highly Personalized Design Empowered by Generative Models and Human Digital Twin
2024 · Mengyang Ren, Junming Fan, et al.
Works count: 13
Citation count: 152
H-index: 5
I10-index: 3
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