Publications by authors named "Xixin Yang"

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KG-MACNF: A nonlinear cross-modal fusion model for predicting drug-target interactions via multi-relational embedding and fine-grained structure.
Yihan Feng, Xixin Yang, Yuanlin Guan, Jinyao Zhang, Hang Yang

PLoS One· September 2025

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Dynamic Neural Network Structure: A Review for its Theories and Applications.
Jifeng Guo, C L Philip Chen, Zhulin Liu, Xixin Yang

IEEE Trans Neural Netw Learn Syst· March 2025

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ERT-GFAN: A multimodal drug-target interaction prediction model based on molecular biology and knowledge-enhanced attention mechanism.
Xiaoqing Cheng, Xixin Yang, Yuanlin Guan, Yihan Feng

Comput Biol Med· September 2024

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Integrative approach for predicting drug-target interactions via matrix factorization and broad learning systems.
Wanying Xu, Xixin Yang, Yuanlin Guan, Xiaoqing Cheng, Yu Wang

Math Biosci Eng· January 2024

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An Optimization Design Method of Rigid-Flexible Soft Fingers Based on Dielectric Elastomer Actuators.
Fuhao Ouyang, Yuanlin Guan, Chunyu Yu, Xixin Yang, Qi Cheng, Yang Guo

Micromachines (Basel)· November 2022

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Prediction of Drug-Target Interaction Using Dual-Network Integrated Logistic Matrix Factorization and Knowledge Graph Embedding.
Jiaxin Li, Xixin Yang, Yuanlin Guan, Zhenkuan Pan

Molecules· August 2022

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