Projects per year
Personal profile
Personal profile
Dr. Hong-Bin Liu is an assistant professor in the school of AI and Advanced Computing (AIAC). He obtained his PhD in Information Technology from James Cook University. During his PhD study, Hongbin published several top-tier conference papers in the field of Data Mining and Artificial Intelligence, including ICDM 2019 and ECAI 2020. Immediately before joining the AIAC team, he worked as a casual academic, teaching several data science subjects. Hongbin spent more than five years working in the IT industry prior to undertaking his PhD. Currently, Hongbin’s research focus is on Artificial Intelligence, Spatio-temporal Reasoning, and Computer Vision. Please feel free to contact him for any research collaboration opportunities.
Research interests
Artificial Intelligence
Spatio-Temporal Reasoning
Computer Vision
Experience
Assistant Professor, School of AI and Advanced Computing (AIAC), Xian Jiaotong-Liverpool University - 2021 to present
Casual Academics, James Cook University, 2019-2021
Software Developer, 2013-2017
Teaching
DTS205TC High Performance Computing
DTS202TC Fundamentals of Parallel Computing
DTS106TC Introduction to Database
Awards and honours
The Australian Government Research Training Program (RTP) Stipend Scholarship, 2017-2020
Education/Academic qualification
PhD, James Cook University, Australia, 2020
RMIT University, Australia, 2012
Person Types
- Staff
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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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Research on Domain Generalization of Pathological Image Based on Self-supervised Learning
1/09/22 → 31/08/25
Project: Internal Research Project
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Research on Key Techniques of Computer-Aided Diagnosis for Immunohistochemical Images
1/07/22 → 30/06/24
Project: Governmental Research Project
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Application of semantic technology in patent examination
Li, H., Liu, H., Liu, J., Gu, F., Hu, H., Song, S., WU, Z., Jin, Z., Jia, Y., Ren, X. & Gong, H.
1/07/22 → 31/12/22
Project: Governmental Research Project
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Film-GAN: towards realistic analog film photo generation
Gong, H., Su, J., SENG, J. K. P., Nguyen, A., Liu, A. & Liu, H., 2023, In: Neural Computing and Applications.Research output: Contribution to journal › Article › peer-review
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Bridging the gap between training and inference for spatio-temporal forecasting
Liu, H. B. & Lee, I., 24 Aug 2020, ECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings. De Giacomo, G., Catala, A., Dilkina, B., Milano, M., Barro, S., Bugarin, A. & Lang, J. (eds.). IOS Press BV, p. 1316-1323 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 325).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
1 Citation (Scopus) -
MPL-GAN: Toward Realistic Meteorological Predictive Learning Using Conditional GAN
Liu, H. B. & Lee, I., 2020, In: IEEE Access. 8, p. 93179-93186 8 p., 9094665.Research output: Contribution to journal › Article › peer-review
Open Access13 Citations (Scopus) -
Spatio-temporal GRU for trajectory classification
Liu, H., Wu, H., Sun, W. & Lee, I., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1228-1233 6 p. 8970798. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
23 Citations (Scopus)
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IEEE (External organisation)
Hongbin Liu (Chair)
1 Jul 2023Activity: Membership › Membership of committee
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Electronics (Switzerland) (Journal)
Hongbin Liu (Reviewer)
18 Apr 2023Activity: Peer-review and editorial work of publications › Publication Peer-review
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Sensors (Switzerland) (Journal)
Hongbin Liu (Reviewer)
2022 → 2023Activity: Peer-review and editorial work of publications › Publication Peer-review
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24th European Conference on Artificial Intelligence, ECAI 2020, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 (Event)
Hongbin Liu (Reviewer)
2020Activity: Peer-review and editorial work of publications › Publication Peer-review