Xinyu He

According to our database, Xinyu He authored at least 20 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

The more quality information the better: Hierarchical generation of multi-evidence alignment and fusion model for multimodal entity and relation extraction.

Xinyu He, Shixin Li, Yuning Zhang, Binhe Li, Sifan Xu, Yuqing Zhou

Inf. Process. Manag., 2025

2024

Joint Extraction of Biomedical Events Based on Dynamic Path Planning Strategy and Hybrid Neural Network.

Xinyu He, Yujie Tang, Bo Yu, Shixin Li, Yonggong Ren

IEEE ACM Trans. Comput. Biol. Bioinform., 2024

Text classification method based on dependency parsing and hybrid neural network.

Xinyu He, Siyu Liu, Ge Yan, Xueyan Zhang

Intell. Data Anal., 2024

2023

General fine-grained event detection based on fusion of multi-information representation and attention mechanism.

Xinyu He, Ge Yan, Changfu Si, Yonggong Ren

Int. J. Mach. Learn. Cybern., December, 2023

Dynamic Network Construction for Identifying Early Warning Signals Based On a Data-Driven Approach: Early Diagnosis Biomarker Discovery for Gastric Cancer.

Xin Huang, Benzhe Su, Chenbo Zhu, Xinyu He, Xiaohui Lin

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Multi-task Biomedical Overlapping and Nested Information Extraction Model Based on Unified Framework.

Xinyu He, Shixin Li, Guangda Zhao, Xue Han, Qiangjian Zhuang

Proceedings of the Natural Language Processing and Chinese Computing, 2023

Biomedical Event Detection Based on Domain Knowledge Injection and Model Dual Channel Fine-tuning.

Xinyu He, Xue Han, Shixin Li, Yonggong Ren

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

A biomedical event extraction method based on fine-grained and attention mechanism.

Xinyu He, Ping Tai, Hongbin Lu, Xin Huang, Yonggong Ren

BMC Bioinform., 2022

A Biomedical Trigger Word Identification Method Based on BERT and CRF.

Xinyu He, Jiayi Feng, Feiyan Sun, Mengfan Yan, Junjie Qian, Wenqian Dai, Hongyu Wang

Proceedings of the Web Information Systems and Applications, 2022

2021

A computational strategy for metabolic network construction based on the overlapping ratio: Study of patients' metabolic responses to different dialysis patterns.

Xin Huang, Zeyu Wang, Benzhe Su, Xinyu He, Bing Liu, Baolin Kang

Comput. Biol. Chem., 2021

A Two-Stage Biomedical Event Trigger Detection Method Based on Hybrid Neural Network and Sentence Embeddings.

Xinyu He, Yonggong Ren, Ping Tai, Hui Shi

IEEE Access, 2021

2019

Contextual label sensitive gated network for biomedical event trigger extraction.

Lishuang Li, Mengzuo Huang, Yang Liu, Shuang Qian, Xinyu He

J. Biomed. Informatics, 2019

Multi-Level Attention Based BLSTM Neural Network for Biomedical Event Extraction.

Xinyu He, Lishuang Li, Xingchen Song, Degen Huang, Fuji Ren

IEICE Trans. Inf. Syst., 2019

Extracting chemical-protein interactions from biomedical literature via granular attention based recurrent neural networks.

Hongbin Lu, Lishuang Li, Xinyu He, Yang Liu, Anqiao Zhou

Comput. Methods Programs Biomed., 2019

The Attention Based BLSTM Model Integrating Sentence Embeddings for Biomedical Event Trigger Identification.

Yuxuan Wang, Bo Yu, Hui Shi, Xinyu He, Yonggong Ren

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

2018

A Two-Stage Biomedical Event Trigger Detection Method Integrating Feature Selection and Word Embeddings.

Xinyu He, Lishuang Li, Yang Liu, Xiaoming Yu, Jun Meng

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

An Active Transfer Learning Framework for Protein-Protein Interaction Extraction.

Lishuang Li, Xinyu He, Jieqiong Zheng, Degen Huang, Fuji Ren

IEICE Trans. Inf. Syst., 2018

Biomedical Event Trigger Detection Based on BiLSTM Integrating Attention Mechanism and Sentence Vector.

Xinyu He, Lishuang Li, Jia Wan, Dingxin Song, Jun Meng, Zhanjie Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Parallel gene selection and dynamic ensemble pruning based on Affinity Propagation.

Jun Meng, Jing Zhang, Yushi Luan, Xinyu He, Li-Shuang Li, Yuan-Feng Zhu

Comput. Biol. Medicine, 2017

2016

Extracting Biomedical Event Using Feature Selection and Word Representation.

Xinyu He, Lishuang Li, Jieqiong Zheng, Meiyue Qin

Proceedings of the 4th BioNLP Shared Task Workshop, BioNLP 2016, 2016