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 2 Zero Hunger -
SDG 7 Affordable and Clean Energy
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Dive into the research topics where Siyao Cheng 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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Model-Heterogeneous Federated Learning With Bidirectional Knowledge Distillation
Zhang, H., Zhu, Y., Wu, T., Cheng, S. & Liu, J., 2026, In: IEEE Transactions on Mobile Computing. 25, 1, p. 1058-1075 18 p.Research output: Contribution to journal › Article › peer-review
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Model Lightweight Strategy Under Federated Edge Learning Framework
Li, Y., Cheng, S., Zhang, H., Li, D. & Liu, J., 2026, In: IEEE Transactions on Vehicular Technology. 75, 2, p. 3174-3189 16 p.Research output: Contribution to journal › Article › peer-review
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Adapting Single-Channel Pre-trained Transformer Models for Multi-Channel Sound Event Localization and Detection
He, C., Cheng, S., Bao, J. & Liu, J., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Link opens in a new tab Scopus citations -
A Lightweighted Blockchain Deploying Method in IoT Systems
Wang, R., Wang, Q., Cheng, S., Li, D. & Liu, J., 17 Nov 2025, In: ACM Transactions on Sensor Networks. 21, 6, 56.Research output: Contribution to journal › Article › peer-review
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BLAW: BLE Assisted Wi-Fi in idle listening
Zhao, J., Yan, J., Cheng, S. & Liu, J., Sep 2025, In: Computer Networks. 269, 111440.Research output: Contribution to journal › Article › peer-review