Multi-Visit Interactive Recalibration Network for Drug Recommendation with a Triple Graph Encoder. - Xiaobo Li 007; Yi-Jia Zhang 001; Xiaodi Hou 001; Fanjun Meng; Hongfei Lin (BIBM, 2023)

Radiology Report Generation via Visual Recalibration and Context Gating-Aware. - Xiaodi Hou 001; Guoming Sang; Zhi Liu 012; Xiaobo Li 007; Yijia Zhang 001 (ISBRA, 2023)

MKCL: Medical Knowledge with Contrastive Learning model for radiology report generation. - Xiaodi Hou 001; Zhi Liu 012; Xiaobo Li 007; Xingwang Li 003; Shengtian Sang; Yijia Zhang 001 (J. Biomed. Informatics, 2023)

IFNet: An Image-Enhanced Cross-Modal Fusion Network for Radiology Report Generation. - Yi Guo; Xiaodi Hou 001; Zhi Liu 012; Yijia Zhang 001 (ISBRA (1), 2024)

MGRN: toward robust drug recommendation via multi-view gating retrieval network. - Fanjun Meng; Xiaobo Li 007; Xiaodi Hou 001; Mingyu Lu; Yijia Zhang 001 (Bioinform., 2024)

Visual Recalibration and Gating Enhancement Network for Radiology Report Generation. - Xiaodi Hou 001; Guoming Sang; Zhi Liu 012; Xiaobo Li 007; Yi-Jia Zhang 001 (J. Comput. Biol., 2024)

RRG-Mamba: Efficient Radiology Report Generation with State Space Model. - Xiaodi Hou 001; Xiaobo Li 007; Mingyu Lu; Simiao Wang; Yijia Zhang 001 (IJCAI, 2025)

Deep learning for automatic ICD coding: Review, opportunities and challenges. - Xiaobo Li 007; Yijia Zhang 001; Xiaodi Hou 001; Shilong Wang 004; Hongfei Lin (Artif. Intell. Medicine, 2025)

Multitask gated interactive network for automatic international classification of diseases coding with dual denoising mechanism. - Xiaobo Li 007; Yi-Jia Zhang 001; Xiaodi Hou 001; Shilong Wang 004; Wen Qu (Eng. Appl. Artif. Intell., 2025)

Recalibrated cross-modal alignment network for radiology report generation with weakly supervised contrastive learning. - Xiaodi Hou 001; Xiaobo Li 007; Zhi Liu 012; Shengtian Sang; Mingyu Lu; Yi-Jia Zhang 001 (Expert Syst. Appl., 2025)

Knowledge enhanced representation learning network for drug recommendation. - Xiaobo Li 007; Xiaodi Hou 001; Fanjun Meng; Xiaokun Zhang 001; Mingyu Lu; Hongfei Lin; Yi-Jia Zhang 001 (Inf. Process. Manag., 2025)

Leveraging an Image-Enhanced Cross-Modal Fusion Network for Radiology Report Generation. - Yi Guo; Xiaodi Hou 001; Zhi Liu 012; Yijia Zhang 001 (J. Comput. Biol., 2025)

Heterogeneous graph contrastive learning with gradient balance for drug repositioning. - Hai Cui; Meiyu Duan; Haijia Bi; Xiaobo Li 007; Xiaodi Hou 001; Yi-Jia Zhang 001 (Briefings Bioinform., 2025)

Multi-source medical knowledge adaptive fusion network for combinatorial medication recommendation. - Yiming Zhou; Jiedong Wei; Xiaodi Hou 001; Meiyu Duan; Yi-Jia Zhang 001 (Appl. Intell., 2025)

IMGEF: integrated multimodal graph-enhanced framework for radiology report generation. - Muhammad Usman; Xiaodi Hou 001; Yi Guo; Zonglin Liang; Yijia Zhang 001 (Multim. Syst., 2025)

Mixture of experts for radiology report generation. - Xiangkang Song; Zhi Liu 012; Xiaodi Hou 001; Xiaobo Li 007; Yijia Zhang 001 (Eng. Appl. Artif. Intell., 2026)

MambaGen: Efficient visual representation learning for automatic radiology report generation. - Xiaodi Hou 001; Xiaobo Li 007; Simiao Wang; Mingyu Lu; Hongfei Lin; Yi-Jia Zhang 001 (Expert Syst. Appl., 2026)

Image mask-guided cross-modal network for radiology report generation. - Yang Liu 491; Xiaodi Hou 001; Xichao Li; Yi-Jia Zhang 001 (Expert Syst. Appl., 2026)

Latent diffusion-augmented cross-modal representation learning for radiology report generation. - Xiaodi Hou 001; Xiaobo Li 007; Simiao Wang; Mingyu Lu; Hongfei Lin; Yi-Jia Zhang 001 (Inf. Process. Manag., 2026)

Multi-modal contrastive learning based on molecular and textual data for drug response prediction. - Meiyu Duan; Xiaobo Li 007; Xiaodi Hou 001; Yanchen Qu; Hai Cui; Yi-Jia Zhang 001 (Neural Networks, 2026)

Relation-aware pre-trained network with hierarchical aggregation mechanism for cold-start drug recommendation. - Xiaobo Li 007; Xiaodi Hou 001; Shilong Wang 004; Hongfei Lin; Yi-Jia Zhang 001 (Neural Networks, 2026)

Debiased medication recommendation through fusing frequent pattern and temporal medical records. - Xiaobo Li 007; Xiaodi Hou 001; Simiao Wang; Shilong Wang 004; Xiaokun Zhang 001; Yi-Jia Zhang 001 (Neural Networks, 2026)

Knowledge enhancement with cross-modal fusion network for radiological report generation. - Zonglin Liang; Xiaodi Hou 001; Xiangkang Song; Yijia Zhang 001 (Multim. Syst., 2026)

AAMN: cross-modal fusion network with association alignment matrix for radiological report generation. - Zonglin Liang; Xiaodi Hou 001; Fei Chen; Yi-Jia Zhang 001 (Multim. Syst., 2026)