Hongpeng Yang

According to our database, Hongpeng Yang authored at least 23 papers between 2015 and 2026.

Collaborative distances:

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

2026

Make Foundation Models Trustworthy Again: Causal Fine-Adaptation for Medical Image Segmentation.

Hongpeng Yang, Yingxin Chen, Shiqiang Ma, Fei Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 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

Unlocking Dark Vision Potential for Medical Image Segmentation.

Hongpeng Yang, Xiangyu Hu, Yingxin Chen, Siyu Chen, Srihari Nelakuditi, Yan Tong, Shiqiang Ma, Fei Guo

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

CFFN: Cascaded Feature Fusion Network for Facial Expression Recognition.

Xiangyu Hu, Hongpeng Yang, Yan Tong

Proceedings of the 19th IEEE International Conference on Automatic Face and Gesture Recognition, 2025

Beyond Slice-by-Slice: 3D Lesion Segmentation via Cross-Frame Prediction.

Hongpeng Yang, Yingxin Chen, Xiangyu Hu, Srihari Nelakuditi, Yan Tong, Shiqiang Ma, Fei Guo

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization.

Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng

ACM Trans. Multim. Comput. Commun. Appl., June, 2024

NormAUG: Normalization-Guided Augmentation for Domain Generalization.

Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng

IEEE Trans. Image Process., 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

An encrypted medical blockchain data search method with access control mechanism.

Chenquan Gan, Hongpeng Yang, Qingyi Zhu, Yiye Zhang, Akanksha Saini

Inf. Process. Manag., November, 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

Predicting RBP Binding Sites of RNA With High-Order Encoding Features and CNN-BLSTM Hybrid Model.

Zhaowei Wang, Qiguo Dai, Jinmiao Song, Xiaodong Duan, Hongpeng Yang, Ziqi Yang

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Inferring human microbe-drug associations via multiple kernel fusion on graph neural network.

Hongpeng Yang, Yijie Ding, Jijun Tang, 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

2021

Drug-disease associations prediction via Multiple Kernel-based Dual Graph Regularized Least Squares.

Hongpeng Yang, Yijie Ding, Jijun Tang, Fei Guo

Appl. Soft Comput., 2021

Construction of Art Farmland and Beautiful Countryside Based on Satellite Image Identification Technology.

Hongpeng Yang

Proceedings of the 2021 International Conference on Applications and Techniques in Cyber Intelligence, 2021

2015

Security in MIMO wireless hybrid channel with artificial noise.

Xiao Chen, Liang Pang, Yuhuan Tang, Hongpeng Yang, Zhi Xue

Proceedings of the International Conference on Cyber Security of Smart Cities, 2015