Guanxing Chen

According to our database, Guanxing Chen authored at least 15 papers between 2017 and 2024.

Collaborative distances:

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

2024

Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures.

Ziduo Yang, Weihe Zhong, Qiujie Lv, Tiejun Dong, Guanxing Chen, Calvin Yu-Chian Chen

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

DSIL-DDI: A Domain-Invariant Substructure Interaction Learning for Generalizable Drug-Drug Interaction Prediction.

Zhenchao Tang, Guanxing Chen, Hualin Yang, Weihe Zhong, Calvin Yu-Chian Chen

IEEE Trans. Neural Networks Learn. Syst., August, 2024

Meta Learning With Graph Attention Networks for Low-Data Drug Discovery.

Qiujie Lv, Guanxing Chen, Ziduo Yang, Weihe Zhong, Calvin Yu-Chian Chen

IEEE Trans. Neural Networks Learn. Syst., August, 2024

MFAE: Multilevel Feature Aggregation Enhanced Drug-Target Affinity Prediction for Drug Repurposing Against Colorectal Cancer.

Guanxing Chen, Haohuai He, Calvin Yu-Chian Chen

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.

Guanxing Chen, Haohuai He, Lu Zhao, Qiujie Lv, Calvin Yu-Chian Chen

Expert Syst. Appl., February, 2024

Multi-perspective neural network for dual drug repurposing in Alzheimer's disease.

Lu Zhao, Zhuojian Li, Guanxing Chen, Yiyang Yin, Calvin Yu-Chian Chen

Knowl. Based Syst., January, 2024

Integrating sequence and graph information for enhanced drug-target affinity prediction.

Haohuai He, Guanxing Chen, Calvin Yu-Chian Chen

Sci. China Inf. Sci., 2024

Comprehensive View Embedding Learning for Single-Cell Multimodal Integration.

Zhenchao Tang, Jiehui Huang, Guanxing Chen, Calvin Yu-Chian Chen

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.

Guanxing Chen, Xuefei Jiang, Qiujie Lv, Xiaojun Tan, Zihuan Yang, Calvin Yu-Chian Chen

Knowl. Based Syst., 2022

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

Weining Yuan, Guanxing Chen, Calvin Yu-Chian Chen

Briefings Bioinform., 2022

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

Haohuai He, Guanxing Chen, Calvin Yu-Chian Chen

Briefings Bioinform., 2022

Research on Sentiment Analysis of Online Product Reviews Based on Deep Learning.

Guanxing Chen

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.

Qiujie Lv, Guanxing Chen, Lu Zhao, Weihe Zhong, Calvin Yu-Chian Chen

Briefings Bioinform., 2021

2018

"The Foreign Language Effect" and Movie Recommendation: A Comparative Study of Sentiment Analysis of Movie Reviews in Chinese and English.

Tiffany Ya Tang, Pinata Winoto, Aonan Guan, Guanxing Chen

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.

Tiffany Ya Tang, Pinata Winoto, Guanxing Chen

Proceedings of the 2017 Conference on Interaction Design and Children, 2017