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Education and qualifications (3)

The Chinese University of Hong Kong Faculty of Engineering: Hong Kong, HK

2020-10-01 to present
Education
Source: Self-asserted source
Junbin Liu

University of the Chinese Academy of Sciences: Beijing, CN

2017-09-01 to 2020-07-31
Education
Source: Self-asserted source
Junbin Liu

South China University of Technology: Guangzhou, CN

2013-09-01 to 2017-07-31
Education
Source: Self-asserted source
Junbin Liu

Works (12)

Accelerated and Deep Expectation Maximization for One-Bit MIMO-OFDM Detection

IEEE Transactions on Signal Processing
2024 | Journal article
DOI: 10.1109/tsp.2024.3359083
Part of ISSN: 1053-587X
Part of ISSN: 1941-0476
Contributors: Mingjie Shao; Wing-Kin Ma; Junbin Liu; Zihao Huang
Source: Self-asserted source
Junbin Liu
grade
Preferred source (of 3)‎

Extreme Point Pursuit—Part I: A Framework for Constant Modulus Optimization

IEEE Transactions on Signal Processing
2024 | Journal article
DOI: 10.1109/TSP.2024.3458008
Contributors: Junbin Liu; Ya Liu; Wing-Kin Ma; Mingjie Shao; Anthony Man-Cho So
Source: check_circle
Crossref

Extreme Point Pursuit—Part II: Further Error Bound Analysis and Applications

IEEE Transactions on Signal Processing
2024 | Journal article
DOI: 10.1109/TSP.2024.3458015
Contributors: Junbin Liu; Ya Liu; Wing-Kin Ma; Mingjie Shao; Anthony Man-Cho So
Source: check_circle
Crossref

Hyperspectral Unmixing Under Endmember Variability: A Variational Inference Framework

ArXiv
2024 | Journal article
WOSUID: PPRN:91026717
Contributors: Li, Yuening; Fu, Xiao; Liu, Junbin; Ma, Wing-Kin
Source: check_circle
Web of Science Researcher Profile Sync

Cardinality-Constrained Binary Quadratic Optimization via Extreme Point Pursuit, with Application to the Densest K-Subgraph Problem

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2024-04-14 | Conference paper
DOI: 10.1109/icassp48485.2024.10447398
Contributors: Ya Liu; Junbin Liu; Wing-Kin Ma
Source: Self-asserted source
Junbin Liu
grade
Preferred source (of 2)‎

An Explanation of Deep MIMO Detection from a Perspective of Homotopy Optimization

IEEE Open Journal of Signal Processing
2023 | Journal article
DOI: 10.1109/ojsp.2023.3243523
Part of ISSN: 2644-1322
Contributors: Mingjie Shao; Wing-Kin Ma; Junbin Liu
Source: Self-asserted source
Junbin Liu
grade
Preferred source (of 2)‎

Probabilistic Semi-Nonnegative Matrix Factorization via Maximum-Likelihood and Variational Inference

2023 31st European Signal Processing Conference (EUSIPCO)
2023-09-04 | Conference paper
DOI: 10.23919/eusipco58844.2023.10290088
Contributors: Junbin Liu; Mingjie Shao; Wing-Kin Ma
Source: Self-asserted source
Junbin Liu
grade
Preferred source (of 2)‎

MIMO Detection by Variational Posterior Inference

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2022-05-23 | Conference paper
DOI: 10.1109/icassp43922.2022.9746781
Contributors: Junbin Liu
Source: Self-asserted source
Junbin Liu
grade
Preferred source (of 2)‎

The First Attempt of SAR Visual-Inertial Odometry

IEEE Transactions on Geoscience and Remote Sensing
2021-01 | Journal article
DOI: 10.1109/TGRS.2020.2995774
Contributors: Junbin Liu; Xiaolan Qiu; Chibiao Ding
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Curved-Path SAR Geolocation Error Analysis Based on BP Algorithm

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2897361
Contributors: Junbin Liu; Xiaolan Qiu; Lijia Huang; Chibiao Ding
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

CURVED-PATH SAR GEOLOCATION ERROR ANALYSIS BASED ON BP ALGORITH

IEEE International Geoscience and Remote Sensing Symposium - IGARSS
2018 | Conference paper
WOSUID: WOS:000451039808120
Contributors: Liu, Junbin; Qiu, Xiaolan; Huang, Lijia; Ding, Chibiao; Liu, Ming
Source: check_circle
Web of Science Researcher Profile Sync

Curved-Path SAR Geolocation Error Analysis Based on BP Algorithm

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium
2018-07 | Conference paper
DOI: 10.1109/igarss.2018.8517390
Contributors: Junbin Liu
Source: Self-asserted source
Junbin Liu

Peer review (9 reviews for 3 publications/grants)

Review activity for IEEE transactions on signal processing : (2)
Review activity for IEEE transactions on vehicular technology. (5)
Review activity for Signal processing. (2)
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