Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 9 Industry, Innovation, and Infrastructure
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Dive into the research topics where Shuai Zheng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A global and local agent-based curriculum reinforcement learning approach for multi-end-effector robotic arm manipulation
Wang, Y., Zheng, S., Yang, Z., Guo, J., Yang, Z. & Hong, J., 1 Jan 2026, In: Engineering Applications of Artificial Intelligence. 163, 113121.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Aircraft assembly process planning based on knowledge graph constructed by integrating LLMs and SLMs
Ma, Y., Zheng, S., Yang, Z., Zheng, P., Leng, J. & Hong, J., Feb 2026, In: Journal of Manufacturing Systems. 84, p. 1-19 19 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
A review of multi-modal deep learning towards agentic smart manufacturing
Leng, J., Wang, J., Zhou, L., Zhao, R., Chen, C., Zhang, D., Zheng, S., Liu, Q. & Shen, W., Mar 2026, In: Advanced Engineering Informatics. 70, 104117.Research output: Contribution to journal › Review article › peer-review
3 Scopus citations -
Digital twin-empowered robotic arm manipulation with reinforcement learning: A comprehensive survey
Wang, Y., Zheng, S., Yang, Z., Zhu, Y., Zhang, S., Leng, J. & Hong, J., Apr 2026, In: Robotics and Computer-Integrated Manufacturing. 98, 103151.Research output: Contribution to journal › Review article › peer-review
Open Access1 Scopus citations -
A knowledge-graph enhanced large language model-based fault diagnostic reasoning and maintenance decision support pipeline towards industry 5.0
Ma, Y., Zheng, S., Yang, Z., Pan, H. & Hong, J., 2025, (Accepted/In press) In: International Journal of Production Research.Research output: Contribution to journal › Article › peer-review
29 Scopus citations