Faculty Profiles - GUO Huayan | The Hong Kong University of Science and Technology

Huayan GUO
郭化鹽

DEng in Communication and Information Systems
Peking University, 2017

Research Assistant Professor
Department of Electronic and Computer Engineering

(852) 2358 1458
eeguohuayan@ust.hk
Room 3116
Personal Web

Google Scholar

ttGcPR8AAAAJ

ORCID

0000-0001-8419-150X

ResearcherID

GZM-6417-2022

Scopus ID

57202952970

Research Interest Publications Projects

Research Interest

Multiple-input multiple-output (MIMO)
Internet of Things (IoT)
Wireless communications

Publications

All Years 22 2024 4 2023 4 2022 1 2021 3 2020 3 2019 7

2024 4

Analog Product Coding for Over-the-Air Aggregation Over Burst-Sparse Interference Multiple-Access Channels

IEEE Transactions on Signal Processing, v. 72, January 2024, article number 10360352, p. 157-172
Jha, Nilesh Kumar; Guo, Huayan; Lau, Kin Nang
Article

Bayesian Hierarchical Sparse Autoencoder for Massive MIMO CSI Feedback

IEEE Transactions on Signal Processing, v. 72, July 2024, article number 10587168, p. 3213-3227
Guo, Huayan; Lau, Kin Nang
Article

Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach

IEEE Transactions on Signal Processing, v. 72, April 2024, article number 10485207, p. 1944-1959
Xia, Chengyu; Guo, Huayan; Ma, Haoyu; Tsang, Hin Kwok; Lau, Kin Nang
Article

Multi-resolution Neural Network Compression Based on Variational Bayesian Inference

ICC 2024 - IEEE International Conference on Communications / IEEE. Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2024, p. 1612-1617, Article number: 10622200
Xia, Chengyu; Ma, Haoyu; Guo, Huayan; Tsang, Hin Kwok; Lau, Kin Nang
Conference paper

2023 4

Communication Efficient Federated Multi-task Learning over Wireless Networks

IEEE Internet of Things Journal, v. 10, (1), January 2023, p. 609-624
Ma, Haoyu; Guo, Huayan; Lau, Kin Nang
Article

Robust Deep Learning for Uplink Channel Estimation in Cellular Network under Inter-Cell Interference

IEEE Journal on Selected Areas in Communications, v. 41, (6), June 2023, article number 10132590, p. 1873-1887
Guo, Huayan; Lau, Kin Nang
Article

Robust Over-The-Air Aggregation for uplink OFDM system under burst sparse interference

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, November 2023, article number 10304497, p. 31-35
Jha, Nilesh Kumar; Guo, Huayan; Lau, Kin Nang
Conference paper

Variational Bayesian Autoencoder for Channel Compression and Feedback in Massive MIMO Systems

IEEE International Conference on Communications, v. 2023-May, October 2023, article number 10278811, p. 6349-6354
Zheng, Xuanyu; Bi, Yuanyuan; Guo, Huayan; Lau, Kin Nang
Conference paper

2022 1

Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems

IEEE Transactions on Signal Processing, v. 70, 25 July 2022, p. 3964-3977
Guo, Huayan; Lau, Vincent Kin Nang
Article

2021 3

Analog Gradient Aggregation for Federated Learning over Wireless Networks: Customized Design and Convergence Analysis

IEEE Internet of Things Journal, v. 8, (1), January 2021, article number 9119095, p. 197-210
Guo, Huayan; Liu, An; Lau, Kin Nang
Article

Bayesian Channel Estimation In Multi-User Massive MIMO With Extremely Large Antenna Array

IEEE Transactions on Signal Processing, v. 69, September 2021, article number 9547795, p. 5463-5478
Zhu, Yifan; Guo, Huayan; Lau, Kin Nang
Article

Over-the-air Aggregation for Federated Learning: Waveform Superposition and Prototype Validation

Journal of Communications and Information Networks, v. 6, (4), December 2021, article number 9663107, p. 429-442
Guo, Huayan; Zhu, Yifan; Ma, Haoyu; Lau, Kin Nang; Huang, Kaibin; Li, Xiaofan; Nong, Huabin; Zhou, Mingyu
Article

2020 3

Intelligent reflecting surface configuration with historical channel observations

IEEE Wireless Communications Letters, v. 9, (11), November 2020, article number 9120336, p. 1821-1824
Guo, Huayan; Liang, Ying Chang; Xiao, Sa
Article

Symbiotic Radio: A New Communication Paradigm for Passive Internet of Things

IEEE Internet of Things Journal, v. 7, (2), February 2020, p. 1350-1363
Long, Ruizhe; Liang, Ying Chang; Guo, Huayan; Yang, Gang; Zhang, Rui
Article

Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wireless Networks

IEEE Transactions on Wireless Communications, v. 19, (5), May 2020, p. 3064-3076
Guo, Huayan; Liang, Ying-Chang; Chen, Jie; Larsson, Erik G.
Article

2019 7

Cognitive backscatter network: A spectrum sharing paradigm for passive IoT

IEEE Wireless Communications Letters, v. 8, (5), October 2019, p. 1423-1426
Guo, Huayan; Long, Ruizhe; Liang, Ying Chang
Article

Constellation learning-based signal detection for ambient backscatter communication systems

IEEE Journal on Selected Areas in Communications, v. 37, (2), February 2019, article number 8474331, p. 452-463
Zhang, Qianqian; Guo, Huayan; Liang, Ying Chang; Yuan, Xiaojun
Article

Cooperative Ambient Backscatter System: A Symbiotic Radio Paradigm for Passive IoT

IEEE Wireless Communications Letters, v. 8, (4), August 2019, p. 1191-1194
Guo, Huayan; Liang, Ying Chang; Long, Ruizhe; Zhang, Qianqian
Article

Exploiting Multiple Antennas for Cognitive Ambient Backscatter Communication

IEEE Internet of Things Journal, v. 6, (1), February 2019, p. 765-775
Guo, Huayan; Zhang, Qianqian; Xiao, Sa; Liang, Ying Chang
Article

Resource Allocation for Full-Duplex-Enabled Cognitive Backscatter Networks

IEEE Transactions on Wireless Communications, v. 18, (6), June 2019, article number 8700623, p. 3222-3235
Xiao, Sa; Guo, Huayan; Liang, Ying Chang
Article

Symbiotic Radio with Full-Duplex Backscatter Devices

IEEE International Conference on Communications, v. 2019, May 2019, article number 8761503
Long, Ruizhe; Guo, Huayan; Liang, Ying Chang
Conference paper

Weighted sum-rate maximization for intelligent reflecting surface enhanced wireless networks

2019 IEEE Global Communications Conference, GLOBECOM 2019 / IEEE. Piscataway, NJ : IEEE, 2019, Article number 9013288
Guo, Huayan; Liang, Ying Chang; Chen, Jie; Larsson, Erik G.
Conference paper

Article 3

Analog Product Coding for Over-the-Air Aggregation Over Burst-Sparse Interference Multiple-Access Channels

IEEE Transactions on Signal Processing, v. 72, January 2024, article number 10360352, p. 157-172
Jha, Nilesh Kumar; Guo, Huayan; Lau, Kin Nang

Bayesian Hierarchical Sparse Autoencoder for Massive MIMO CSI Feedback

IEEE Transactions on Signal Processing, v. 72, July 2024, article number 10587168, p. 3213-3227
Guo, Huayan; Lau, Kin Nang

Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach

IEEE Transactions on Signal Processing, v. 72, April 2024, article number 10485207, p. 1944-1959
Xia, Chengyu; Guo, Huayan; Ma, Haoyu; Tsang, Hin Kwok; Lau, Kin Nang

Conference paper 1

Multi-resolution Neural Network Compression Based on Variational Bayesian Inference

ICC 2024 - IEEE International Conference on Communications / IEEE. Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2024, p. 1612-1617, Article number: 10622200
Xia, Chengyu; Ma, Haoyu; Guo, Huayan; Tsang, Hin Kwok; Lau, Kin Nang

Article 2

Communication Efficient Federated Multi-task Learning over Wireless Networks

IEEE Internet of Things Journal, v. 10, (1), January 2023, p. 609-624
Ma, Haoyu; Guo, Huayan; Lau, Kin Nang

Robust Deep Learning for Uplink Channel Estimation in Cellular Network under Inter-Cell Interference

IEEE Journal on Selected Areas in Communications, v. 41, (6), June 2023, article number 10132590, p. 1873-1887
Guo, Huayan; Lau, Kin Nang

Conference paper 2

Robust Over-The-Air Aggregation for uplink OFDM system under burst sparse interference

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, November 2023, article number 10304497, p. 31-35
Jha, Nilesh Kumar; Guo, Huayan; Lau, Kin Nang

Variational Bayesian Autoencoder for Channel Compression and Feedback in Massive MIMO Systems

IEEE International Conference on Communications, v. 2023-May, October 2023, article number 10278811, p. 6349-6354
Zheng, Xuanyu; Bi, Yuanyuan; Guo, Huayan; Lau, Kin Nang

Article 1

Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems

IEEE Transactions on Signal Processing, v. 70, 25 July 2022, p. 3964-3977
Guo, Huayan; Lau, Vincent Kin Nang

Article 3

Analog Gradient Aggregation for Federated Learning over Wireless Networks: Customized Design and Convergence Analysis

IEEE Internet of Things Journal, v. 8, (1), January 2021, article number 9119095, p. 197-210
Guo, Huayan; Liu, An; Lau, Kin Nang

Bayesian Channel Estimation In Multi-User Massive MIMO With Extremely Large Antenna Array

IEEE Transactions on Signal Processing, v. 69, September 2021, article number 9547795, p. 5463-5478
Zhu, Yifan; Guo, Huayan; Lau, Kin Nang

Over-the-air Aggregation for Federated Learning: Waveform Superposition and Prototype Validation

Journal of Communications and Information Networks, v. 6, (4), December 2021, article number 9663107, p. 429-442
Guo, Huayan; Zhu, Yifan; Ma, Haoyu; Lau, Kin Nang; Huang, Kaibin; Li, Xiaofan; Nong, Huabin; Zhou, Mingyu

Article 3

Intelligent reflecting surface configuration with historical channel observations

IEEE Wireless Communications Letters, v. 9, (11), November 2020, article number 9120336, p. 1821-1824
Guo, Huayan; Liang, Ying Chang; Xiao, Sa

Symbiotic Radio: A New Communication Paradigm for Passive Internet of Things

IEEE Internet of Things Journal, v. 7, (2), February 2020, p. 1350-1363
Long, Ruizhe; Liang, Ying Chang; Guo, Huayan; Yang, Gang; Zhang, Rui

Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wireless Networks

IEEE Transactions on Wireless Communications, v. 19, (5), May 2020, p. 3064-3076
Guo, Huayan; Liang, Ying-Chang; Chen, Jie; Larsson, Erik G.

Article 5

Cognitive backscatter network: A spectrum sharing paradigm for passive IoT

IEEE Wireless Communications Letters, v. 8, (5), October 2019, p. 1423-1426
Guo, Huayan; Long, Ruizhe; Liang, Ying Chang

Constellation learning-based signal detection for ambient backscatter communication systems

IEEE Journal on Selected Areas in Communications, v. 37, (2), February 2019, article number 8474331, p. 452-463
Zhang, Qianqian; Guo, Huayan; Liang, Ying Chang; Yuan, Xiaojun

Cooperative Ambient Backscatter System: A Symbiotic Radio Paradigm for Passive IoT

IEEE Wireless Communications Letters, v. 8, (4), August 2019, p. 1191-1194
Guo, Huayan; Liang, Ying Chang; Long, Ruizhe; Zhang, Qianqian

Exploiting Multiple Antennas for Cognitive Ambient Backscatter Communication

IEEE Internet of Things Journal, v. 6, (1), February 2019, p. 765-775
Guo, Huayan; Zhang, Qianqian; Xiao, Sa; Liang, Ying Chang

Resource Allocation for Full-Duplex-Enabled Cognitive Backscatter Networks

IEEE Transactions on Wireless Communications, v. 18, (6), June 2019, article number 8700623, p. 3222-3235
Xiao, Sa; Guo, Huayan; Liang, Ying Chang

Conference paper 2

Symbiotic Radio with Full-Duplex Backscatter Devices

IEEE International Conference on Communications, v. 2019, May 2019, article number 8761503
Long, Ruizhe; Guo, Huayan; Liang, Ying Chang

Weighted sum-rate maximization for intelligent reflecting surface enhanced wireless networks

2019 IEEE Global Communications Conference, GLOBECOM 2019 / IEEE. Piscataway, NJ : IEEE, 2019, Article number 9013288
Guo, Huayan; Liang, Ying Chang; Chen, Jie; Larsson, Erik G.

Projects

From January 2022 to December 2024

All Projects 2

No Projects.
Structured Bayesian Inference for Non-Stationary Channel Estimation and Interference Mitigation in XL-MIMO Systems

極大孔徑多天線系統基于結構化統計推理的非平穩信道估計和干擾抑制技術 Leading

National Natural Science Foundation of China
Project Team (HKUST)
GUO Huayan (Lead)
2022 -
Joint Active and Passive Beamforming for Intelligent Reflecting Surface Enhanced Wireless Network

智能反射表面輔助的多天線通信系統混合預編碼設計與優化 Leading

Guangdong Natural Science Foundation
Project Team (HKUST)
GUO Huayan (Lead)
2020 - 2022

Research Interest

Publications

2024 4

2023 4

2022 1

2021 3

2020 3

2019 7

Article 3

Conference paper 1

Article 2

Conference paper 2

Article 1

Article 3

Article 3

Article 5

Conference paper 2

Projects

From January 2022 to December 2024

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