Research outputs per year
Research outputs per year
Personal profile
Related links
Qualifications
Master of Engineering, Central South University
Bachelor of Engineering, North China University of Technology
Doctor of Philosophy, University of New England
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Dive into the research topics where Yi Guo is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 6 Similar Profiles
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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CMAC-Net: Cascade Multi-Scale Attention Convolution Network for diabetic retinopathy lesion segmentation
Chen, H., Yin, M., Guo, Y. & Soomro, T. A., Feb 2026, In: Biomedical Signal Processing and Control. 112, 11 p., 108484.Research output: Contribution to journal › Article › peer-review
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Defensive dual masking for robust adversarial defense
Yang, W., Yang, J., Guo, Y. & Barthelemy, J., Mar 2026, In: Computational Linguistics. 52, 1, p. 151-190 40 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
DENOTER: dual cascadEd iNformatiOn filTERing for robust sequential recommendation
Yao, X., Yang, W., Hu, X., Yang, J. & Guo, Y., Nov 2026, In: Pattern Recognition. 179, 15 p., 113758.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
MACRec: a multi-view subspace alignment framework for contrastive sampling calibration in recommendation
Liu, J., Yu, M., Hu, X., Yan, R., Li, W., Yang, J. & Guo, Y., 2026, Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). U.S.: Association for the Advancement of Artificial Intelligence, p. 15342-15350 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 18).Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
Open Access -
TAG: Temporal Attention Graph for heterogeneous traffic trajectory prediction
Patel, V. A., Guo, Y., Park, L. & Obst, O., 2026, Multi-disciplinary Trends in Artificial Intelligence: 18th International Conference, MIWAI 2025, Ho Chi Minh City, Vietnam, December 3-5, 2025, Proceedings, Part III. Quan, T. T., Pham, H.-A., Tran, N. T. & Sombattheera, C. (eds.). Singapore: Springer, p. 226-238 13 p. (Lecture Notes in Computer Science; vol. 16355 LNAI).Research output: Chapter in Book / Conference Paper › Chapter › peer-review
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ARC Training Centre for Smart and Sustainable Horticulture
Ghannoum, O. (PI), Singh, B. (Investigator), Smith, B. (Investigator), Sharwood, R. (Investigator), Tjoelker, M. (Investigator), Riegler, M. (Investigator), Tissue, D. (Investigator), Metternicht, G. (Investigator), Guo, Y. (Investigator), Nakandala, D. (Investigator) & Egidi, E. (Investigator)
Vertical Patch, Australian National University (ACRG), University of Western Australia, Valucky Australia Pty Ltd
1/07/24 → 29/06/30
Project: Research
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Automated Crop Monitoring for Protected Cropping Systems
Ghannoum, O. (PI), Tissue, D. (Investigator), Sharwood, R. (Investigator), Cazzonelli, C. (Investigator), Rakhesh, N. (Investigator), Mak, M. (Investigator), Guo, Y. (Investigator), Rogiers, S. (Investigator), Edwinson, L. (Investigator), Forde, W. (Investigator) & March, T. (Investigator)
Episteme AG Solutions Pty Ltd, Western Sydney University, NSW Department of Primary Industries, Rijk Zwaan Australia Pty Ltd, Future Food Systems Limited CRC, Vertical Patch
1/01/23 → 30/06/28
Project: Research
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Project Denial of Service Exploration and Prevention of Generative Pretrained Transormer Models Via University of New South Wales
Guo, Y. (PI), Plested, J. (Investigator), Zomaya, A. (Investigator), Thilakarathna, K. (Investigator) & Lynar, T. (Investigator)
1/10/24 → 31/01/26
Project: Research
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AI designed camouflage system [Via UoW]
Guo, Y. (PI), Susilo, W. (Investigator), Phung, S. L. (Investigator), Bouzerdoum, A. (Investigator), Schira, M. (Investigator), Tivive, F. H. C. (Investigator), Le, H. T. (Investigator), Garratt, M. (Investigator), Plested, J. (Investigator) & Kim, J. (Investigator)
1/10/23 → 30/09/24
Project: Research
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Co-funded post-doctoral position with WentWest Primary Health Network
Page, A. (PI), Hurley, P. (Investigator) & Guo, Y. (Investigator)
Western Sydney University, WentWest Limited
1/09/22 → 1/09/25
Project: Research
Datasets
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Image Data of Capsicum plant growth in Protected Horticulture: PC4C_CAPSI
Jayasuriya, N., Ghannoum, O., Hu, W., Liang, W., Klause, N. & Guo, Y., Western Sydney University, 4 Mar 2024
DOI: 10.26183/1a0r-e318, https://research-data.westernsydney.edu.au/published/5dea0980cfa011eea1d643e149c78efd
Dataset
Activities
- 1 Institute
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Institute of Electrical and Electronics Engineers (IEEE) (Event)
Guo, Y. (Member)
1 Jan 2016 → 1 Jan 2017Activity: Membership › Institute