陶亮

一、个人简介

  陶亮，男，讲师，博士。

二、培养方向及主要研究内容

长期从事多模态机器学习、聚焦于医疗健康、智能工业、管理科学等领域下视觉-语言基础大模型的研究。

三、学术或社会兼职

中国计算机学会CCF会员， Natural Language Processing Journal，武汉大学学报（理学版） 等期刊审稿人

四、主要学术或实践成果

累计发表SCI和CCF国际会议论文20余篇，申请发明专利15余项，其中美国/欧洲/香港国际专利申请 7 项。

– Zong, H., L. Tao, Li, Z., Wu, C., Liu, Y., & Zhang, X. Benchmark for Lymphoma Information Extraction and Automated Coding, Health Information Processing. Evaluation Track Papers (Vol. 2458, pp. 67–74). Springer Nature Singapore, April 2025

– Zong, H., Cha, J., L. Tao, Shi, M., Zhao, Y., Zhang, R., & Shen, B. Outcome measurement instruments in neurodegenerative diseases: Comprehensive analysis and platform construction. Digital Health, April 2025

– L. Tao, H. Ip and A. Zhang. Exploring Canonical Correlation Analysis with Subspace and Structured Sparsity for Web Image Annotation. Image and Vision Computing, May 2016.

– L. Tao, H. Ip, Y. Wang, and X. Shu. Low Rank Approximation with Sparse Integration of Multiple Manifolds. Applied Intelligence, April 2015.

– L. Tao, and Z. LI, Cross-modality Data Matching, WO2023165942A1, Feb. 2023