Guanxing Chen

Orcid: 0000-0002-4435-0884

According to our database1, Guanxing Chen authored at least 16 papers between 2017 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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2018
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2024
2025
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Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
Dual modality feature fused neural network integrating binding site information for drug target affinity prediction.
npj Digit. Medicine, 2025

2024
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

DSIL-DDI: A Domain-Invariant Substructure Interaction Learning for Generalizable Drug-Drug Interaction Prediction.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Meta Learning With Graph Attention Networks for Low-Data Drug Discovery.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

MFAE: Multilevel Feature Aggregation Enhanced Drug-Target Affinity Prediction for Drug Repurposing Against Colorectal Cancer.
Adv. Intell. Syst., March, 2024

GINCM-DTA: A graph isomorphic network with protein contact map representation for potential use against COVID-19 and Omicron subvariants BQ.1, BQ.1.1, XBB.1.5, XBB.1.16.
Expert Syst. Appl., February, 2024

Multi-perspective neural network for dual drug repurposing in Alzheimer's disease.
Knowl. Based Syst., January, 2024

Integrating sequence and graph information for enhanced drug-target affinity prediction.
Sci. China Inf. Sci., 2024

Comprehensive View Embedding Learning for Single-Cell Multimodal Integration.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022
VAERHNN: Voting-averaged ensemble regression and hybrid neural network to investigate potent leads against colorectal cancer.
Knowl. Based Syst., 2022

FusionDTA: attention-based feature polymerizer and knowledge distillation for drug-target binding affinity prediction.
Briefings Bioinform., 2022

3DGT-DDI: 3D graph and text based neural network for drug-drug interaction prediction.
Briefings Bioinform., 2022

Research on Sentiment Analysis of Online Product Reviews Based on Deep Learning.
Proceedings of the 6th International Conference on Computer Science and Artificial Intelligence, 2022

2021
Mol2Context-vec: learning molecular representation from context awareness for drug discovery.
Briefings Bioinform., 2021

2018
"The Foreign Language Effect" and Movie Recommendation: A Comparative Study of Sentiment Analysis of Movie Reviews in Chinese and English.
Proceedings of the 10th International Conference on Machine Learning and Computing, 2018

2017
Emotion Recognition via Face Tracking with RealSense(TM) 3D Camera for Children with Autism.
Proceedings of the 2017 Conference on Interaction Design and Children, 2017


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