Guanxing Chen

20 papers A* 1Misc 2Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Better Eyes, Better Thoughts: Why Vision Chain-of-Thought Fails in Medicine.
CoRR
Yuan Wu, Zongxian Yang, Jiayu Qian, Songpan Gao, Guanxing Chen, Qiankun Li, Yu-An Huang, Zhi-An Huang
2026 J jnl
Modal-NexT: Towards unified heterogeneous cellular data integration.
Inf. Fusion
Zhenchao Tang, Guanxing Chen, Shouzhi Chen, Haohuai He, Jiehui Huang, Tiejun Dong, Jun Zhou, Lu Zhao, Linlin You, Calvin Yu-Chian Chen
2025 J jnl
Dual modality feature fused neural network integrating binding site information for drug target affinity prediction.
npj Digit. Medicine
Haohuai He, Guanxing Chen, Zhenchao Tang, Calvin Yu-Chian Chen
2025 J jnl
Meta-MolNet: A Cross-Domain Benchmark for Few Examples Drug Discovery.
IEEE Trans. Neural Networks Learn. Syst.
Qiujie Lv, Guanxing Chen, Ziduo Yang, Weihe Zhong, Calvin Yu-Chian Chen
2024 A* conf
Comprehensive View Embedding Learning for Single-Cell Multimodal Integration.
AAAI
Zhenchao Tang, Jiehui Huang, Guanxing Chen, Calvin Yu-Chian Chen
2024 J jnl
DSIL-DDI: A Domain-Invariant Substructure Interaction Learning for Generalizable Drug-Drug Interaction Prediction.
IEEE Trans. Neural Networks Learn. Syst.
Zhenchao Tang, Guanxing Chen, Hualin Yang, Weihe Zhong, Calvin Yu-Chian Chen
2024 J jnl
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.
Guanxing Chen, Haohuai He, Lu Zhao, Qiujie Lv, Calvin Yu-Chian Chen
2024 J jnl
Integrating sequence and graph information for enhanced drug-target affinity prediction.
Sci. China Inf. Sci.
Haohuai He, Guanxing Chen, Calvin Yu-Chian Chen
2024 J jnl
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures.
IEEE Trans. Pattern Anal. Mach. Intell.
Ziduo Yang, Weihe Zhong, Qiujie Lv, Tiejun Dong, Guanxing Chen, Calvin Yu-Chian Chen
2024 J jnl
MFAE: Multilevel Feature Aggregation Enhanced Drug-Target Affinity Prediction for Drug Repurposing Against Colorectal Cancer.
Adv. Intell. Syst.
Guanxing Chen, Haohuai He, Calvin Yu-Chian Chen
2024 J jnl
Meta Learning With Graph Attention Networks for Low-Data Drug Discovery.
IEEE Trans. Neural Networks Learn. Syst.
Qiujie Lv, Guanxing Chen, Ziduo Yang, Weihe Zhong, Calvin Yu-Chian Chen
2024 J jnl
Multi-perspective neural network for dual drug repurposing in Alzheimer's disease.
Knowl. Based Syst.
Lu Zhao, Zhuojian Li, Guanxing Chen, Yiyang Yin, Calvin Yu-Chian Chen
2023 J jnl
NHGNN-DTA: a node-adaptive hybrid graph neural network for interpretable drug-target binding affinity prediction.
Bioinform.
Haohuai He, Guanxing Chen, Calvin Yu-Chian Chen
2022 J jnl
3DGT-DDI: 3D graph and text based neural network for drug-drug interaction prediction.
Briefings Bioinform.
Haohuai He, Guanxing Chen, Calvin Yu-Chian Chen
2022 J jnl
FusionDTA: attention-based feature polymerizer and knowledge distillation for drug-target binding affinity prediction.
Briefings Bioinform.
Weining Yuan, Guanxing Chen, Calvin Yu-Chian Chen
2022 — conf
Research on Sentiment Analysis of Online Product Reviews Based on Deep Learning.
CSAI
Guanxing Chen
2022 J jnl
VAERHNN: Voting-averaged ensemble regression and hybrid neural network to investigate potent leads against colorectal cancer.
Knowl. Based Syst.
Guanxing Chen, Xuefei Jiang, Qiujie Lv, Xiaojun Tan, Zihuan Yang, Calvin Yu-Chian Chen
2021 J jnl
Mol2Context-vec: learning molecular representation from context awareness for drug discovery.
Briefings Bioinform.
Qiujie Lv, Guanxing Chen, Lu Zhao, Weihe Zhong, Calvin Yu-Chian Chen
2018 Misc conf
"The Foreign Language Effect" and Movie Recommendation: A Comparative Study of Sentiment Analysis of Movie Reviews in Chinese and English.
ICMLC
Tiffany Ya Tang, Pinata Winoto, Aonan Guan, Guanxing Chen
2017 Misc conf
Emotion Recognition via Face Tracking with RealSense(TM) 3D Camera for Children with Autism.
IDC
Tiffany Ya Tang, Pinata Winoto, Guanxing Chen