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 -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities
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Dive into the research topics where Lei Ren 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 Chain-of-Thought-Based Model Auto-Configuration Method for Customized Production Simulation
Li, N., Laili, Y., Ren, L. & Zhang, L., 2026, Methods and Applications for Modeling and Simulation of Complex Systems - 24th Asia Simulation Conference, AsiaSim 2025, Proceedings. Cai, W., Low, M., Tan, G., D'Angelo, G. & Ta, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 259-265 7 p. (Communications in Computer and Information Science; vol. 2727 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Hierarchical Vision-Language and Reinforcement Learning Framework for Robotic Task and Motion Planning in Collaborative Manipulation
Zhang, J., Mu, C., Xu, X. & Ren, L., 2026, In: IEEE Robotics and Automation Letters. 11, 1, p. 65-72 8 p.Research output: Contribution to journal › Article › peer-review
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AMR-Net: Adaptive Temporal-Channel Multiresolution Network for Industrial Time-Series Prediction
Wang, H., Ren, L. & Zhao, T., Mar 2026, In: IEEE Transactions on Industrial Informatics. 22, 3, p. 2356-2367 12 p.Research output: Contribution to journal › Article › peer-review
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An SFDPose network with credible evolution mechanism for digital twin systems in industrial applications
Cheng, H., Qiao, Y., Zhang, L., Liu, Y., Ren, L., Wang, K., Cheng, Q. S., Zhou, X. & Deen, M. J., Jun 2026, In: Journal of Manufacturing Systems. 86, p. 38-49 12 p.Research output: Contribution to journal › Article › peer-review
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A Self-Supervised CAD Sequence Generation Framework for Modeling Process Discovery
Wang, Y., Ren, L. & Wang, H., 2026, In: IEEE Transactions on Industrial Informatics. 22, 3, p. 2469-2480 12 p.Research output: Contribution to journal › Article › peer-review