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 11 Sustainable Cities and Communities
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Dive into the research topics where Mingsong Chen 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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Effective reinforcement learning-based dynamic flexible job shop scheduling using two-stage dispatching
Ding, J., Xia, J., Ye, Y. & Chen, M., Mar 2026, In: Journal of Systems Architecture. 172, 103664.Research output: Contribution to journal › Article › peer-review
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Robot Navigation via Foundation Language Models: A Review
Pan, H., Huang, S., Yang, J., Mi, J., Li, K., You, X., Liang, P., Yang, J., Liu, Y., Zhang, J., Wang, M., Yang, J., Zhang, X., Zhao, L., Chen, M., Zhou, J. & Wei, X., Aug 2026, In: ACM Computing Surveys. 58, 11, 291.Research output: Contribution to journal › Article › peer-review
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S2FL: Toward Efficient and Accurate Heterogeneous Split Federated Learning
Yan, D., Hu, M., Xie, X., Yang, Y. & Chen, M., 2026, In: IEEE Transactions on Computers. 75, 1, p. 320-334 15 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
A Survey of Geometric Optimization for Deep Learning: From Euclidean Space to Riemannian Manifold
Fei, Y., Liu, Y., Jia, C., Li, Z., Wei, X. & Chen, M., 24 Jan 2025, In: ACM Computing Surveys. 57, 5, 8498.Research output: Contribution to journal › Article › peer-review
20 Link opens in a new tab Scopus citations -
CE-FFT: Communication-Efficient Federated Fine-Tuning for Large Language Models via Quantization and In-Context Learning
Zhang, P., Liu, Y., Zhou, Y., Hu, M., Wei, X. & Chen, M., 2025, In: Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing.Research output: Contribution to journal › Conference article › peer-review
3 Link opens in a new tab Scopus citations