Guanxing Chen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Prediction Accuracy

Sentiment Analysis

Top Venues

Briefings Bioinform.

IEEE Trans. Neural Networks Learn. Syst.

Knowl. Based Syst.

Sci. China Inf. Sci.

Publications

Zhenchao Tang, Jiehui Huang, Guanxing Chen, Calvin Yu-Chian Chen
Comprehensive View Embedding Learning for Single-Cell Multimodal Integration. AAAI (2024)
Guanxing Chen, Haohuai He, Calvin Yu-Chian Chen
MFAE: Multilevel Feature Aggregation Enhanced Drug-Target Affinity Prediction for Drug Repurposing Against Colorectal Cancer. Adv. Intell. Syst. 6 (3) (2024)
Lu Zhao, Zhuojian Li, Guanxing Chen, Yiyang Yin, Calvin Yu-Chian Chen
Multi-perspective neural network for dual drug repurposing in Alzheimer's disease. Knowl. Based Syst. 283 (2024)
Guanxing Chen, Haohuai He, Lu Zhao, Qiujie Lv, Calvin Yu-Chian Chen
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. 236 (2024)
Zhenchao Tang, Guanxing Chen, Hualin Yang, Weihe Zhong, Calvin Yu-Chian Chen
DSIL-DDI: A Domain-Invariant Substructure Interaction Learning for Generalizable Drug-Drug Interaction Prediction. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Haohuai He, Guanxing Chen, Calvin Yu-Chian Chen
Integrating sequence and graph information for enhanced drug-target affinity prediction. Sci. China Inf. Sci. 67 (2) (2024)
Qiujie Lv, Guanxing Chen, Ziduo Yang, Weihe Zhong, Calvin Yu-Chian Chen
Meta Learning With Graph Attention Networks for Low-Data Drug Discovery. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Haohuai He, Guanxing Chen, Calvin Yu-Chian Chen
3DGT-DDI: 3D graph and text based neural network for drug-drug interaction prediction. Briefings Bioinform. 23 (3) (2022)
Guanxing Chen
Research on Sentiment Analysis of Online Product Reviews Based on Deep Learning. CSAI (2022)
Weining Yuan, Guanxing Chen, Calvin Yu-Chian Chen
FusionDTA: attention-based feature polymerizer and knowledge distillation for drug-target binding affinity prediction. Briefings Bioinform. 23 (1) (2022)
Guanxing Chen, Xuefei Jiang, Qiujie Lv, Xiaojun Tan, Zihuan Yang, Calvin Yu-Chian Chen
VAERHNN: Voting-averaged ensemble regression and hybrid neural network to investigate potent leads against colorectal cancer. Knowl. Based Syst. 257 (2022)
Qiujie Lv, Guanxing Chen, Lu Zhao, Weihe Zhong, Calvin Yu-Chian Chen
Mol2Context-vec: learning molecular representation from context awareness for drug discovery. Briefings Bioinform. 22 (6) (2021)
Tiffany Ya Tang, Pinata Winoto, Aonan Guan, Guanxing Chen
"The Foreign Language Effect" and Movie Recommendation: A Comparative Study of Sentiment Analysis of Movie Reviews in Chinese and English. ICMLC (2018)
Tiffany Ya Tang, Pinata Winoto, Guanxing Chen
Emotion Recognition via Face Tracking with RealSense(TM) 3D Camera for Children with Autism. IDC (2017)