1、论文

[1] Di Zhao, Jian Wang, Hongfei Lin et al: Sentence representation with manifold learning for biomedical texts[J]. Knowledge-Based Systems, 2021.

[2] Di Zhao, Jian Wang, Hongfei Lin et al: Biomedical Cross-sentence Relation Extraction via  Multihead Attention and Graph Convolutional Networks[J]. Applied Soft Computing, 2021.

[3] Di Zhao, Jian Wang, Hongfei Lin et al: Improving Biomedical Word Representation with Locally Linear Embedding[J]. Neurocomputing, 2021.

[4] Di Zhao, Jian Wang, Hongfei Lin et al: Relation path feature embedding based convolutional neural network method for drug discovery[J]. BMC Medical Informatics and Decision Making, 2019.

[5] Di Zhao, Jian Wang, Hongfei Lin et al: Extracting drug-drug interactions with hybrid bidirectional gated recurrent unit and graph convolutional network[J]. Journal of Biomedical Informatics, 2019.

[6] Di Zhao, Jian Wang, Hongfei Lin et al: Incorporating representation learning and multihead attention to improve biomedical cross-sentence n-ary relation extraction[J]. BMC Bioinformatics, 2020.

[7] Shengtian Sang, Xiaoxia Liu, Xiaoyu Chen, Di Zhao*: A Scalable Embedding based Neural Network Method for Discovering Knowledge from Biomedical Literature. IEEE-ACM Transactions on Computational Biology and Bioinformatics, 2022

2、项目

辽宁省自然科学基金（No. 2022-BS-104）：基于知识图谱的生物医学信息抽取研究，负责人：赵迪，2022.9-2024.8，在研。