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 7 Affordable and Clean Energy
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Dive into the research topics where Tingting Liu 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
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Sequential Model Averaging-Based Decentralized Learning for Low Overhead and Fast Convergence
Zhao, J., Yang, C. & Liu, T., 2026, In: IEEE Communications Letters. 30, p. 71-75 5 p.Research output: Contribution to journal › Article › peer-review
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Designing Heterogeneous GNNs With Desired Permutation Properties for Wireless Resource Allocation
Zhao, J., Yang, C., Liu, T., Han, S. & Wang, X., 2025, In: IEEE Open Journal of the Communications Society. 6, p. 8049-8077 29 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Dynamic GNN for Predictive Resource Allocation to Mobile Users
Zhao, J., Yang, C. & Liu, T., 2025, (Accepted/In press) In: IEEE Transactions on Vehicular Technology.Research output: Contribution to journal › Article › peer-review
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Decentralized Training of Graph Neural Networks in Mobile Systems for Power Control
Zhao, J., Ling, H., Yang, C. & Liu, T., 2024, 2024 IEEE Wireless Communications and Networking Conference, WCNC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Wireless Communications and Networking Conference, WCNC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Link opens in a new tab Scopus citations -
Learning End-to-End Precoding for Time-Varying Channels with Graph Neural Networks
Liu, J., Liu, T. & Yang, C., 2024, 16th International Conference on Wireless Communications and Signal Processing, WCSP 2024. Institute of Electrical and Electronics Engineers Inc., p. 431-437 7 p. (16th International Conference on Wireless Communications and Signal Processing, WCSP 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review