Xinyu He

28 papers Misc 2Journal 22Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel few-shot relation extraction approach based on multi-granularity semantic interaction.
Soft Comput.
Xinyu He, Guangda Zhao, Shixin Li, Xue Han, Qiangjian Zhuang, Yonggong Ren
2026 J jnl
Multidimensional information-guided mention integration and multidimensional reasoning for biomedical document-level relation extraction.
Comput. Biol. Chem.
Xinyu He, Yuning Zhang, Yonggong Ren
2026 J jnl
Protein-protein interaction extraction enhanced by entity semantic representation.
Health Inf. Sci. Syst.
Xinyu He, Binhe Li, Xiaolu Xu, Hongbin Lu, Jiatong Chi
2025 J jnl
Enhancing multimodal named entity recognition with multi-granularity knowledge distillation.
J. Supercomput.
Xinyu He, Shixin Li, Binhe Li
2025 J jnl
HAGCN: A relation extraction model based on heterogeneous graph convolutional neural network and graph attention.
Intell. Data Anal.
Xinyu He, Manfei Kan, Yonggong Ren
2025 J jnl
Multiomics Data Integration of Lipid Metabolism in Hepatocellular Carcinoma Studies Using Bioinformatics Networks Based on Vertical and Horizontal Comparisons.
IEEE Trans. Comput. Biol. Bioinform.
Xin Huang, Mengjun Li, Yang Zhou, Xinyu He
2025 J jnl
Relation extraction method based on pre-trained model and bidirectional semantic union.
Int. J. Mach. Learn. Cybern.
Xinyu He, Ge Yan, Xue Han, Manfei Kan, Yonggong Ren
2025 J jnl
The more quality information the better: Hierarchical generation of multi-evidence alignment and fusion model for multimodal entity and relation extraction.
Inf. Process. Manag.
Xinyu He, Shixin Li, Yuning Zhang, Binhe Li, Sifan Xu, Yuqing Zhou
2024 J jnl
Joint Extraction of Biomedical Events Based on Dynamic Path Planning Strategy and Hybrid Neural Network.
IEEE ACM Trans. Comput. Biol. Bioinform.
Xinyu He, Yujie Tang, Bo Yu, Shixin Li, Yonggong Ren
2024 J jnl
Text classification method based on dependency parsing and hybrid neural network.
Intell. Data Anal.
Xinyu He, Siyu Liu, Ge Yan, Xueyan Zhang
2023 — conf
Biomedical Event Detection Based on Domain Knowledge Injection and Model Dual Channel Fine-tuning.
BIBM
Xinyu He, Xue Han, Shixin Li, Yonggong Ren
2023 J jnl
Dynamic Network Construction for Identifying Early Warning Signals Based On a Data-Driven Approach: Early Diagnosis Biomarker Discovery for Gastric Cancer.
IEEE ACM Trans. Comput. Biol. Bioinform.
Xin Huang, Benzhe Su, Chenbo Zhu, Xinyu He, Xiaohui Lin
2023 J jnl
General fine-grained event detection based on fusion of multi-information representation and attention mechanism.
Int. J. Mach. Learn. Cybern.
Xinyu He, Ge Yan, Changfu Si, Yonggong Ren
2023 — conf
Multi-task Biomedical Overlapping and Nested Information Extraction Model Based on Unified Framework.
NLPCC (2)
Xinyu He, Shixin Li, Guangda Zhao, Xue Han, Qiangjian Zhuang
2022 Misc conf
A Biomedical Trigger Word Identification Method Based on BERT and CRF.
WISA
Xinyu He, Jiayi Feng, Feiyan Sun, Mengfan Yan, Junjie Qian, Wenqian Dai, Hongyu Wang
2022 J jnl
A biomedical event extraction method based on fine-grained and attention mechanism.
BMC Bioinform.
Xinyu He, Ping Tai, Hongbin Lu, Xin Huang, Yonggong Ren
2022 J jnl
A network-based dynamic criterion for identifying prediction and early diagnosis biomarkers of complex diseases.
J. Bioinform. Comput. Biol.
Xin Huang, Benzhe Su, Xingyu Wang, Yang Zhou, Xinyu He, Bing Liu
2021 J jnl
A Two-Stage Biomedical Event Trigger Detection Method Based on Hybrid Neural Network and Sentence Embeddings.
IEEE Access
Xinyu He, Yonggong Ren, Ping Tai, Hui Shi
2021 J jnl
A computational strategy for metabolic network construction based on the overlapping ratio: Study of patients' metabolic responses to different dialysis patterns.
Comput. Biol. Chem.
Xin Huang, Zeyu Wang, Benzhe Su, Xinyu He, Bing Liu, Baolin Kang
2019 J jnl
Contextual label sensitive gated network for biomedical event trigger extraction.
J. Biomed. Informatics
Lishuang Li, Mengzuo Huang, Yang Liu, Shuang Qian, Xinyu He
2019 J jnl
Extracting chemical-protein interactions from biomedical literature via granular attention based recurrent neural networks.
Comput. Methods Programs Biomed.
Hongbin Lu, Lishuang Li, Xinyu He, Yang Liu, Anqiao Zhou
2019 J jnl
Multi-Level Attention Based BLSTM Neural Network for Biomedical Event Extraction.
IEICE Trans. Inf. Syst.
Xinyu He, Lishuang Li, Xingchen Song, Degen Huang, Fuji Ren
2019 Misc conf
The Attention Based BLSTM Model Integrating Sentence Embeddings for Biomedical Event Trigger Identification.
ISKE
Yuxuan Wang, Bo Yu, Hui Shi, Xinyu He, Yonggong Ren
2018 J jnl
A Two-Stage Biomedical Event Trigger Detection Method Integrating Feature Selection and Word Embeddings.
IEEE ACM Trans. Comput. Biol. Bioinform.
Xinyu He, Lishuang Li, Yang Liu, Xiaoming Yu, Jun Meng
2018 J jnl
An Active Transfer Learning Framework for Protein-Protein Interaction Extraction.
IEICE Trans. Inf. Syst.
Lishuang Li, Xinyu He, Jieqiong Zheng, Degen Huang, Fuji Ren
2018 — conf
Biomedical Event Trigger Detection Based on BiLSTM Integrating Attention Mechanism and Sentence Vector.
BIBM
Xinyu He, Lishuang Li, Jia Wan, Dingxin Song, Jun Meng, Zhanjie Wang
2017 J jnl
Parallel gene selection and dynamic ensemble pruning based on Affinity Propagation.
Comput. Biol. Medicine
Jun Meng, Jing Zhang, Yushi Luan, Xinyu He, Li-Shuang Li, Yuan-Feng Zhu
2016 — conf
Extracting Biomedical Event Using Feature Selection and Word Representation.
BioNLP (Shared Task)
Xinyu He, Lishuang Li, Jieqiong Zheng, Meiyue Qin