Jiahui Guan

18 papers C 1Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
AFPDeepPred: A Deep Learning Framework for Accurate Identification of Antifreeze Proteins.
J. Chem. Inf. Model.
Xingqiao Lin, Jiahui Guan, Feng Wang, Peilin Xie, Yiyang Zhao, Zhihao Zhao, Mingyi Xiang, Leyi Wei, Xiangrong Liu, Tzong-Yi Lee, Ying-Chih Chiang, Junwen Wang, Lantian Yao
2025 J jnl
Graph-RPI: predicting RNA-protein interactions via graph autoencoder and self-supervised learning strategies.
Briefings Bioinform.
Jiahui Guan, Lantian Yao, Peilin Xie, Zhihao Zhao, Dian Meng, Tzong-Yi Lee, Junwen Wang, Ying-Chih Chiang
2025 J jnl
MGCL-CAP: Masked Graph Contrastive Learning with Gated Cross-Attention for Chemical Allergenicity Prediction.
J. Chem. Inf. Model.
Jiahui Guan, Qianhui Jiang, Peilin Xie, Xuxin He, Dan Yu, Hexian Zhang, Lantian Yao, Junwen Wang
2025 J jnl
StackDILI: Enhancing Drug-Induced Liver Injury Prediction through Stacking Strategy with Effective Molecular Representations.
J. Chem. Inf. Model.
Jiahui Guan, Danhong Dong, Peilin Xie, Zhihao Zhao, Yilin Guo, Tzong-Yi Lee, Lantian Yao, Ying-Chih Chiang
2025 J jnl
StackPIP: An Effective Computational Framework for Accurate and Balanced Identification of Proinflammatory Peptides.
J. Chem. Inf. Model.
Lantian Yao, Feng Wang, Peilin Xie, Jiahui Guan, Zhihao Zhao, Xuxin He, Xingchen Liu, Ying-Chih Chiang, Tzong-Yi Lee
2025 J jnl
Toward high-efficiency, low-resource, and explainable neuropeptide prediction with MSKDNP.
Briefings Bioinform.
Peilin Xie, Jiahui Guan, Zhihao Zhao, Yulan Liu, Zhang Cheng, Xuxin He, Xingchen Liu, Yun Tang, Zhenglong Sun, Tzong-Yi Lee, Lantian Yao, Ying-Chih Chiang
2025 C conf
Towards Accurate Identification of Anti-Hepatitis C Peptides Using Stack-AHCP.
CIBCB
Lantian Yao, Chang Liu, Yen-Peng Chiu, Jiahui Guan, Peilin Xie, Zhihao Zhao, Xingchen Liu, Yilin Guo, Yulan Liu, Yunlu Peng, Ying-Chih Chiang, Tzong-Yi Lee
2024 J jnl
A two-stage computational framework for identifying antiviral peptides and their functional types based on contrastive learning and multi-feature fusion strategy.
Briefings Bioinform.
Jiahui Guan, Lantian Yao, Peilin Xie, Chia-Ru Chung, Yixian Huang, Ying-Chih Chiang, Tzong-Yi Lee
2024 J jnl
ACP-CapsPred: an explainable computational framework for identification and functional prediction of anticancer peptides based on capsule network.
Briefings Bioinform.
Lantian Yao, Peilin Xie, Jiahui Guan, Chia-Ru Chung, Wenyang Zhang, Junyang Deng, Yixian Huang, Ying-Chih Chiang, Tzong-Yi Lee
2024 J jnl
CapsEnhancer: An Effective Computational Framework for Identifying Enhancers Based on Chaos Game Representation and Capsule Network.
J. Chem. Inf. Model.
Lantian Yao, Peilin Xie, Jiahui Guan, Chia-Ru Chung, Yixian Huang, Yuxuan Pang, Huacong Wu, Ying-Chih Chiang, Tzong-Yi Lee
2023 J jnl
Predicting Anti-inflammatory Peptides by Ensemble Machine Learning and Deep Learning.
J. Chem. Inf. Model.
Jiahui Guan, Lantian Yao, Chia-Ru Chung, Peilin Xie, Yilun Zhang, Junyang Deng, Ying-Chih Chiang, Tzong-Yi Lee
2021 J jnl
Development and Validation of a Deep Learning Model for Prediction of Severe Outcomes in Suspected COVID-19 Infection.
CoRR
Varun Buch, Aoxiao Zhong, Xiang Li, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Dufan Wu, Hui Ren, Jiahui Guan, Andrew Liteplo, Sayon Dutta, Ittai Dayan, Quanzheng Li
2019 — conf
D3MC: A Reinforcement Learning Based Data-Driven Dyna Model Compression.
LABELS/HAL-MICCAI/CuRIOUS@MICCAI
Jiahui Guan, Ravi Soni, Dibyajyoti Pati, Gopal Avinash, V. Ratna Saripalli
2019 — conf
HMC: A Hybrid Reinforcement Learning Based Model Compression for Healthcare Applications.
CASE
Ravi Soni, Jiahui Guan, Gopal Avinash, V. Ratna Saripalli
2019 J jnl
Impact of Inference Accelerators on hardware selection.
CoRR
Dibyajyoti Pati, Caroline Favart, Purujit Bahl, Vivek Soni, Yun-Chan Tsai, Michael Potter, Jiahui Guan, Xiaomeng Dong, V. Ratna Saripalli
2019 J jnl
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.
IEEE Trans. Medical Imaging
Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Jaewon Yang, Youngho Seo, Georges El Fakhri, Jinyi Qi, Quanzheng Li
2018 J jnl
Coupling Geometry on Binary Bipartite Networks: Hypotheses Testing on Pattern Geometry and Nestedness.
Frontiers Appl. Math. Stat.
Jiahui Guan, Fushing Hsieh
2017 J jnl
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.
CoRR
Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Georges El Fakhri, Jinyi Qi, Quanzheng Li