Projects per year
Fingerprint
Collaborations and top research areas from the last five years
Profiles
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Application and Demonstration of the Intelligent Emergency Reception, Dispatch and Life Support System Based on the Large Language Model
Bai, R. (PI), Cai, Z. (CoI), Ren, J. (CoI) & Dong, N. (CoI)
1/06/25 → 31/05/27
Project: Government Funded Projects › Vertical-Municipal/Departmental Government (市厅局级) Funded Projects
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Research on trajectory optimization technology for unmanned aerial vehicle proximity photogrammetry
Xue, N. (PI)
15/03/25 → …
Project: Contract Projects › Horizontal-Ningbo Municipal Contract Projects
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Heuristic Teaching Mode based on Large Language Model Improves the Programming Teaching in Big Data Course
Weng, Y. (PI)
1/01/25 → 12/07/28
Project: Government Funded Projects › Vertical-Provincial/Ministerial Government(省部级) Funded Projects
Research output
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High-fidelity text refinement for ControlNet-guided latent diffusion in document inpainting
Mao, Q., Xu, S., Chen, S., Zhou, H., Kar, P. & Bellotti, A. G., 1 Jan 2027, In: Expert Systems with Applications. 332, 133491.Research output: Journal Publication › Article › peer-review
Open Access -
MP-DistillFormer: Multimodal prototype distillation with self-supervised transformer for few-shot fine-grained classification
Lim, J. M., Lim, K. M. & Lee, C. P., 1 Jan 2027, In: Expert Systems with Applications. 332, 133659.Research output: Journal Publication › Article › peer-review
Open Access -
Accurate Segmentation of Surgical Instruments via Spectral-Attentive Contextual Interaction Network
Mei, J., Zhang, Y., He, X. & Zhou, T., 2026, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics.Research output: Journal Publication › Article › peer-review
Prizes
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2021 China Social Impact Awards
UNNC, A. (Recipient), Xie, J. (Recipient), Towey, D. (Recipient) & Gilardi, F. (Recipient), 2021
Prize: Other distinction
Student theses
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A computational framework for intellectual property litigation: from causal text analysis to LLM-based prediction systems
LI, H. (Author), Bellotti, A. G. (Supervisor), Hua, X. (Supervisor) & Zhou, H. (Supervisor), 18 Jul 2026Student thesis: PhD Thesis
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Addressing the performance challenges of metamorphic testing
Ying, Z. (Author), Bellotti, A. G. (Supervisor) & Towey, D. (Supervisor), 13 Jul 2025Student thesis: PhD Thesis
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Advanced supervised machine learning methods for single cell transcriptome analysis
Lin, X. (Author), McDonald, S. (Supervisor) & Rankin, R. (Supervisor), 18 Jul 2026Student thesis: PhD Thesis
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