Projects per year
Personal profile
Research interests
Electronic & Computer Engineering - Multiple-input multiple-output (MIMO)
Electronic & Computer Engineering - Internet of Things (IoT)
Electronic & Computer Engineering - Wireless communications
Electronic & Computer Engineering - Internet of Things (IoT)
Electronic & Computer Engineering - Wireless communications
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):
Related documents
Education/Academic qualification
DEng in Communication and Information Systems, DEng, Peking University
2017
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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
Projects
- 2 Finished
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Structured Bayesian Inference for Non-Stationary Channel Estimation and Interference Mitigation in XL-MIMO Systems
GUO, H. (PI)
1/01/22 → 31/12/24
Project: Research
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Joint Active and Passive Beamforming for Intelligent Reflecting Surface Enhanced Wireless Network
GUO, H. (PI)
1/01/20 → 31/12/22
Project: Research
Research output
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Channel state information compression method, reconstruction method and electronic device
GUO, H. (Inventor), BI, Y. (Inventor), LAU, K. N. (Key Inventor), ZHANG, W. (Inventor), CHENG, M. (Inventor), CHEN, J. (Inventor) & CHEN, Z. (Inventor), 21 Oct 2025, IPC No. H04L 1/06, H04B 7/0452, H04B 7/06, 8 Apr 2024, Priority date 8 Apr 2024Research output: Patent
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Communication-Efficient Distributed Bayesian Federated Learning over Arbitrary Graphs
Wang, S., Wang, S., Wang, S., Guo, H., Zhu, X., Zhu, X., Yin, C., Yin, C. & Lau, K. N., Feb 2025, In: IEEE Transactions on Signal Processing. v. 73, p. 1351-1366 10906471.Research output: Contribution to journal › Journal Article › peer-review
2 Citations (Scopus) -
Communication-Efficient Distributed Bayesian Federated Learning Over Arbitrary Graphs
Wang, S., Guo, H., Zhu, X., Yin, C. & Lau, V. K. N., 2025, In: IEEE Transactions on Signal Processing. 73, p. 1351-1366 16 p.Research output: Contribution to journal › Journal Article › peer-review
2 Citations (Scopus) -
Robust In-Memory Computation With Bayesian Analog Error Mitigating Codes
Jha, N. K., Guo, H. & Lau, V. K. N., 2025, In: IEEE Transactions on Signal Processing. 73, p. 534-548 15 p.Research output: Contribution to journal › Journal Article › peer-review
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A Communication-efficient Approach of Bayesian Distributed Federated Learning
Wang, S., Guo, H., Zhu, X., Yin, C. & Lau, V. K. N., 2024, GLOBECOM 2024 - 2024 IEEE Global Communications Conference. Institute of Electrical and Electronics Engineers Inc., p. 4666-4671 6 p. (Proceedings - IEEE Global Communications Conference, GLOBECOM).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review