Chengwei Ai

According to our database, Chengwei Ai authored at least 17 papers between 2020 and 2026.

Collaborative distances:

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

2026

Refprogen: a reference-guided molecular generation model with protein-ligand joint representation for property-aware drug design.

Xiaoyi Liu, Na Zhang, Chengwei Ai, Jijun Tang, Fei Guo

Expert Syst. Appl., 2026

PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering.

Chengwei Ai, Qiaozhen Meng, Mengwei Sun, Ruihan Dong, Hongpeng Yang, Shiqiang Ma, Xiaoyi Liu, Cheng Liang, Fei Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

HyperPhS: a pharmacophore-guided multimodal representation framework for metabolic stability prediction through contrastive hypergraph learning.

Xiaoyi Liu, Na Zhang, Chenglong Kang, Chengwei Ai, Hongpeng Yang, Jijun Tang, Fei Guo

Bioinform., 2025

MultiPepDec: Decoupled Prompt Learning for Multi-Activity Therapeutic Peptides.

Xingdan Wang, Diya Zhang, Chengwei Ai, Shiqiang Ma, Qiaozhen Meng, Junwen Duan, Fei Guo

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

MolInterAct: Multiscale Cross-Modal Interaction for Robust Molecular Representation Learning.

Mengwei Sun, Chengwei Ai, Diya Zhang, Xiaoyi Liu, Qiaozhen Meng, Shiqiang Ma, Fei Guo

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

MTMol-GPT: De novo multi-target molecular generation with transformer-based generative adversarial imitation learning.

Chengwei Ai, Hongpeng Yang, Xiaoyi Liu, Ruihan Dong, Yijie Ding, Fei Guo

PLoS Comput. Biol., 2024

A generalizable framework for unlocking missing reactions in genome-scale metabolic networks using deep learning.

Xiaoyi Liu, Hongpeng Yang, Chengwei Ai, Ruihan Dong, Yijie Ding, Qianqian Yuan, Jijun Tang, Fei Guo

CoRR, 2024

RetroCaptioner: beyond attention in end-to-end retrosynthesis transformer via contrastively captioned learnable graph representation.

Xiaoyi Liu, Chengwei Ai, Hongpeng Yang, Ruihan Dong, Jijun Tang, Shuangjia Zheng, Fei Guo

Bioinform., 2024

2023

Identification of DNA N4-methylcytosine Sites via Multiview Kernel Sparse Representation Model.

Chengwei Ai, Prayag Tiwari, Hongpeng Yang, Yijie Ding, Jijun Tang, Fei Guo

IEEE Trans. Artif. Intell., October, 2023

MVML-MPI: Multi-View Multi-Label Learning for Metabolic Pathway Inference.

Xiaoyi Liu, Hongpeng Yang, Chengwei Ai, Yijie Ding, Fei Guo, Jijun Tang

Briefings Bioinform., September, 2023

Low Rank Matrix Factorization Algorithm Based on Multi-Graph Regularization for Detecting Drug-Disease Association.

Chengwei Ai, Hongpeng Yang, Yijie Ding, Jijun Tang, Fei Guo

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

2022

Sparse regularized joint projection model for identifying associations of non-coding RNAs and human diseases.

Ping Li, Prayag Tiwari, Junhai Xu, Yuqing Qian, Chengwei Ai, Yijie Ding, Fei Guo

Knowl. Based Syst., 2022

DeepBLI: A Transferable Multichannel Model for Detecting β-Lactamase-Inhibitor Interaction.

Ruihan Dong, Hongpeng Yang, Chengwei Ai, Guihua Duan, Jianxin Wang, Fei Guo

J. Chem. Inf. Model., 2022

A multi-layer multi-kernel neural network for determining associations between non-coding RNAs and diseases.

Chengwei Ai, Hongpeng Yang, Yijie Ding, Jijun Tang, Fei Guo

Neurocomputing, 2022

Microbe-bridged disease-metabolite associations identification by heterogeneous graph fusion.

Jitong Feng, Shengbo Wu, Hongpeng Yang, Chengwei Ai, Jianjun Qiao, Junhai Xu, Fei Guo

Briefings Bioinform., 2022

2020

A Shape-inference-based Approach to Enhance Constraint Independence Optimization.

Jian Lin, Liehui Jiang, Chengwei Ai, Shihong Chao

Proceedings of the ICCSP 2020: 4th International Conference on Cryptography, 2020

A Novel Concolic Execution Approach on Embedded Device.

Chengwei Ai, Weiyu Dong, Zicong Gao

Proceedings of the ICCSP 2020: 4th International Conference on Cryptography, 2020