Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-5477-8753
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Dive into the research topics where Yao HU is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations from the last five years
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Research output
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Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI
Liu, R., Huang, Z.-A., Hu, Y., Zhu, Z., Wong, K.-C. & Tan, K. C., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 7627-7641Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
28 Citations (Scopus) -
Heterogeneous Structured Federated Learning with Graph Convolutional Aggregation for MRI-Based Mental Disorder Diagnosis
Hu, Y., Liu, R., Zhang, J., Huang, Z.-A., Song, L. & Tan, K. C., 2024, IJCNN 2024 Conference Proceedings. IEEE, (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
2 Citations (Scopus) -
Spatial–Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data
Liu, R., Huang, Z.-A., Hu, Y., Zhu, Z., Wong, K.-C. & Tan, K. C., Aug 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10591-10605Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
62 Citations (Scopus) -
Spatio-Temporal Hybrid Attentive Graph Network for Diagnosis of Mental Disorders on fMRI Time-Series Data
Liu, R., Huang, Z.-A., Hu, Y., Huang, L., Wong, K.-C. & Tan, K. C., Dec 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 6, p. 4046-4058Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
13 Citations (Scopus) -
Surrogate-Assisted Search with Competitive Knowledge Transfer for Expensive Optimization
Xue, X., Hu, Y., Feng, L., Zhang, K., Song, L. & Tan, K. C., 11 Oct 2024, (Online published) In: IEEE Transactions on Evolutionary Computation.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
5 Citations (Scopus)
Prizes
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
HU, Y. (Recipient), 16 Aug 2022
Prize: RGC 64B - Prizes and awards
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Thesis
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Privacy-Preserving Deep Learning for Medical Image Analysis under Data Scarcity
HU, Y. (Author), SONG, L. (Supervisor) & Tan, K. C. (External Co-Supervisor), 26 Aug 2024Student thesis: Doctoral Thesis