Calvin Yu-Chian Chen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 34

Top Topics

Colorectal Cancer

Appearance Model

Weakly Supervised

Top Venues

Knowl. Based Syst.

Briefings Bioinform.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Zhenchao Tang, Jiehui Huang, Guanxing Chen, Calvin Yu-Chian Chen
Comprehensive View Embedding Learning for Single-Cell Multimodal Integration. AAAI (2024)
Jiehui Huang, Lishan Lin, Fengcheng Yu, Xuedong He, Wenhui Song, Jiaying Lin, Zhenchao Tang, Kang Yuan, Yucheng Li, Haofan Huang, Zhong Pei, Wenbiao Xian, Calvin Yu-Chian Chen
Parkinson's severity diagnosis explainable model based on 3D multi-head attention residual network. Comput. Biol. Medicine 170 (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)
Jiehui Huang, Jun Zhou, Zhenchao Tang, Jiaying Lin, Calvin Yu-Chian Chen
TMBL: Transformer-based multimodal binding learning model for multimodal sentiment analysis. Knowl. Based Syst. 285 (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)
Shouzhi Chen, Zhenchao Tang, Linlin You, Calvin Yu-Chian Chen
A knowledge distillation-guided equivariant graph neural network for improving protein interaction site prediction performance. Knowl. Based Syst. 300 (2024)
Jiehui Huang, Zhenchao Tang, Xuedong He, Jun Zhou, Defeng Zhou, Calvin Yu-Chian Chen
Progressive network based on detail scaling and texture extraction: A more general framework for image deraining. Neurocomputing 568 (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)
Yiyang Yin, Shuangling Luo, Jun Zhou, Liang Kang, Calvin Yu-Chian Chen
LDCNet: Lightweight dynamic convolution network for laparoscopic procedures image segmentation. Neural Networks 170 (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)
Liuzhenghao Lv, Zongying Lin, Hao Li, Yuyang Liu, Jiaxi Cui, Calvin Yu-Chian Chen, Li Yuan, Yonghong Tian
ProLLaMA: A Protein Large Language Model for Multi-Task Protein Language Processing. CoRR (2024)
Qiujie Lv, Jun Zhou, Ziduo Yang, Haohuai He, Calvin Yu-Chian Chen
3D graph neural network with few-shot learning for predicting drug-drug interactions in scaffold-based cold start scenario. Neural Networks 165 (2023)
Xuedong He, Lu Zhao, Calvin Yu-Chian Chen
Variable scale learning for visual object tracking. J. Ambient Intell. Humaniz. Comput. 14 (4) (2023)
Xuedong He, Calvin Yu-Chian Chen
Attention fusion and target-uncertain detection for discriminative tracking. Knowl. Based Syst. 278 (2023)
Zhenchao Tang, Hualin Yang, Calvin Yu-Chian Chen
Weakly Supervised Posture Mining for Fine-Grained Classification. CVPR (2023)
Guian Fang, Mengsha Liu, Yi Zhong, Zhuolin Zhang, Jiehui Huang, Zhenchao Tang, Calvin Yu-Chian Chen
Multimodal Identification of Alzheimer's Disease: A Review. CoRR (2023)
Ziduo Yang, Xian Wang, Yifan Li, Qiujie Lv, Calvin Yu-Chian Chen, Lei Shen
Lightweight equivariant interaction graph neural network for accurate and efficient interatomic potential and force predictions. CoRR (2023)
Xuedong He, Calvin Yu-Chian Chen
Enhancing discriminative appearance model for visual tracking. Expert Syst. Appl. 219 (2023)
Jun Zhou, Qiujie Lv, Calvin Yu-Chian Chen
Dynamic concept-aware network for few-shot learning. Knowl. Based Syst. 258 (2022)
Xuedong He, Calvin Yu-Chian Chen
Exploring reliable visual tracking via target embedding network. Knowl. Based Syst. 244 (2022)
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)
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)
Zhenchao Tang, Calvin Yu-Chian Chen, Chengzhen Jiang, Dongying Zhang, Weiran Luo, Zhiming Hong, Huaiwei Sun
Capsule-Encoder-Decoder: A Method for Generalizable Building Extraction from Remote Sensing Images. Remote. Sens. 14 (5) (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)
Xuedong He, Calvin Yu-Chian Chen
Learning object-uncertainty policy for visual tracking. Inf. Sci. 582 (2022)
Jianqiang Chen, Yali Zhang, Xiang Hu, Calvin Yu-Chian Chen
Cascading residual-residual attention generative adversarial network for image super resolution. Soft Comput. 25 (14) (2021)
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)
Ziduo Yang, Lu Zhao, Shuyu Wu, Calvin Yu-Chian Chen
Lung Lesion Localization of COVID-19 From Chest CT Image: A Novel Weakly Supervised Learning Method. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Yichao Zhou, Chelsea Ju, J. Harry Caufield, Kevin Shih, Calvin Yu-Chian Chen, Yizhou Sun, Kai-Wei Chang, Peipei Ping, Wei Wang
Clinical Named Entity Recognition using Contextualized Token Representations. CoRR (2021)
Leping Deng, Weihe Zhong, Lu Zhao, Xuedong He, Zongkai Lian, Shancheng Jiang, Calvin Yu-Chian Chen
Artificial Intelligence-Based Application to Explore Inhibitors of Neurodegenerative Diseases. Frontiers Neurorobotics 14 (2020)
Hsin-Yi Chen, Jian-Qiang Chen, Jun-Yan Li, Hung-Jin Huang, Xi Chen, Hao-Ying Zhang, Calvin Yu-Chian Chen
Deep Learning and Random Forest Approach for Finding the Optimal Traditional Chinese Medicine Formula for Treatment of Alzheimer's Disease. J. Chem. Inf. Model. 59 (4) (2019)
Hsin-Chieh Tang, Hung-Jin Huang, Cheng-Chun Lee, Calvin Yu-Chian Chen
Network pharmacology-based approach of novel traditional Chinese medicine formula for treatment of acute skin inflammation in silico. Comput. Biol. Chem. 71 (2017)
Tsung-Ying Tsai, Kai-Wei Chang, Calvin Yu-Chian Chen
iScreen: world's first cloud-computing web server for virtual screening and de novo drug design based on TCM database@Taiwan. J. Comput. Aided Mol. Des. 25 (6) (2011)
Su-Sen Chang, Hung-Jin Huang, Calvin Yu-Chian Chen
Two Birds with One Stone? Possible Dual-Targeting H1N1 Inhibitors from Traditional Chinese Medicine. PLoS Comput. Biol. 7 (12) (2011)
Shun-Chieh Yang, Su-Sen Chang, Hsin-Yi Chen, Calvin Yu-Chian Chen
Identification of Potent EGFR Inhibitors from TCM Database@Taiwan. PLoS Comput. Biol. 7 (10) (2011)
Chien-Yu Chen, Da-Tian Bau, Ming-Hsui Tsai, Yuan-Man Hsu, Tin-Yun Ho, Hung-Jin Huang, Yea-Huey Chang, Fuu-Jen Tsai, Chang-Hai Tsai, Calvin Yu-Chian Chen
Is that Possible to Design the Versatile Inhibitors for H1N1, H5N1, H5N2, and H5N7? BMEI (2009)
Chien-Yu Chen, Da-Tian Bau, Ming-Hsui Tsai, Yuan-Man Hsu, Tin-Yun Ho, Hung-Jin Huang, Yea-Huey Chang, Fuu-Jen Tsai, Chang-Hai Tsai, Calvin Yu-Chian Chen
Drug Design for KU86 in DNA Break Repair System. BMEI (2009)
Hung-Jin Huang, Da-Tian Bau, Ming-Hsui Tsai, Yuan-Man Hsu, Tin-Yun Ho, Chien-Yu Chen, Yea-Huey Chang, Fuu-Jen Tsai, Chang-Hai Tsai, Calvin Yu-Chian Chen
Dual-Targeted Drug Design of HER2 and HSP90 by CoMFA Model and Pharmacophore Analysis. BMEI (2009)
Chien-Yu Chen, Fuu-Jen Tsai, Jing-Gung Chung, Chang-Hai Tsai, Yuan-Man Hsu, Hung-Jin Huang, Tin-Yun Ho, Yea-Huey Chang, Da-Tian Bau, Ming-Hsui Tsai, Calvin Yu-Chian Chen
A Novel Strategy for Designing Dual-Target Inhibitors of KU86 and XRCC4. BMEI (2009)
Chien-Yu Chen, Da-Tian Bau, Ming-Hsui Tsai, Yuan-Man Hsu, Tin-Yun Ho, Hung-Jin Huang, Yea-Huey Chang, Fuu-Jen Tsai, Chang-Hai Tsai, Calvin Yu-Chian Chen
Drug Design for AMP-Activated Protein Kinase Agonists in Silico. BMEI (2009)
Yea-Huey Chang, Da-Tian Bau, Ming-Hsui Tsai, Yuan-Man Hsu, Tin-Yun Ho, Chien-Yu Chen, Hung-Jin Huang, Fuu-Jen Tsai, Chang-Hai Tsai, Calvin Yu-Chian Chen
Reducing without Side Effects? A Novel Strategy for Designing the PPAR Agonists. BMEI (2009)
Chien-Yu Chen, Da-Tian Bau, Ming-Hsui Tsai, Yuan-Man Hsu, Tin-Yun Ho, Hung-Jin Huang, Yea-Huey Chang, Fuu-Jen Tsai, Chang-Hai Tsai, Calvin Yu-Chian Chen
Could Traditional Chinese Medicine Used for Curing Erectile Dysfunction? BMEI (2009)
Hung-Jin Huang, Fuu-Jen Tsai, Jing-Gung Chung, Chang-Hai Tsai, Yuan-Man Hsu, Tin-Yun Ho, Yea-Huey Chang, Da-Tian Bau, Ming-Hsui Tsai, Calvin Yu-Chian Chen
Drug Design for XRCC4 in Silico. BMEI (2009)
Chien-Yu Chen, Da-Tian Bau, Ming-Hsui Tsai, Yuan-Man Hsu, Tin-Yun Ho, Hung-Jin Huang, Yea-Huey Chang, Fuu-Jen Tsai, Chang-Hai Tsai, Calvin Yu-Chian Chen
Drug Design for the Influenza A Virus Subtype H1N1. BMEI (2009)
Winston Yu-Chen Chen, Po-Yuan Chen, Calvin Yu-Chian Chen, Jing-Gung Chung
Exploring 3D-QSAR pharmacophore mapping of azaphenanthrenone derivatives for mPGES-1 inhibition Using HypoGen technique. CIBCB (2008)