Xiaodi Hou

19 papers A* 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
MambaGen: Efficient visual representation learning for automatic radiology report generation.
Expert Syst. Appl.
Xiaodi Hou, Xiaobo Li, Simiao Wang, Mingyu Lu, Hongfei Lin, Yi-Jia Zhang
2026 J jnl
Mixture of experts for radiology report generation.
Eng. Appl. Artif. Intell.
Xiangkang Song, Zhi Liu, Xiaodi Hou, Xiaobo Li, Yijia Zhang
2026 J jnl
Multi-modal contrastive learning based on molecular and textual data for drug response prediction.
Neural Networks
Meiyu Duan, Xiaobo Li, Xiaodi Hou, Yanchen Qu, Hai Cui, Yi-Jia Zhang
2026 J jnl
Relation-aware pre-trained network with hierarchical aggregation mechanism for cold-start drug recommendation.
Neural Networks
Xiaobo Li, Xiaodi Hou, Shilong Wang, Hongfei Lin, Yi-Jia Zhang
2025 J jnl
Deep learning for automatic ICD coding: Review, opportunities and challenges.
Artif. Intell. Medicine
Xiaobo Li, Yijia Zhang, Xiaodi Hou, Shilong Wang, Hongfei Lin
2025 J jnl
Heterogeneous graph contrastive learning with gradient balance for drug repositioning.
Briefings Bioinform.
Hai Cui, Meiyu Duan, Haijia Bi, Xiaobo Li, Xiaodi Hou, Yi-Jia Zhang
2025 J jnl
IMGEF: integrated multimodal graph-enhanced framework for radiology report generation.
Multim. Syst.
Muhammad Usman, Xiaodi Hou, Yi Guo, Zonglin Liang, Yijia Zhang
2025 J jnl
Knowledge enhanced representation learning network for drug recommendation.
Inf. Process. Manag.
Xiaobo Li, Xiaodi Hou, Fanjun Meng, Xiaokun Zhang, Mingyu Lu, Hongfei Lin, Yi-Jia Zhang
2025 J jnl
Leveraging an Image-Enhanced Cross-Modal Fusion Network for Radiology Report Generation.
J. Comput. Biol.
Yi Guo, Xiaodi Hou, Zhi Liu, Yijia Zhang
2025 J jnl
Multi-source medical knowledge adaptive fusion network for combinatorial medication recommendation.
Appl. Intell.
Yiming Zhou, Jiedong Wei, Xiaodi Hou, Meiyu Duan, Yi-Jia Zhang
2025 J jnl
Multitask gated interactive network for automatic international classification of diseases coding with dual denoising mechanism.
Eng. Appl. Artif. Intell.
Xiaobo Li, Yi-Jia Zhang, Xiaodi Hou, Shilong Wang, Wen Qu
2025 A* conf
RRG-Mamba: Efficient Radiology Report Generation with State Space Model.
IJCAI
Xiaodi Hou, Xiaobo Li, Mingyu Lu, Simiao Wang, Yijia Zhang
2025 J jnl
Recalibrated cross-modal alignment network for radiology report generation with weakly supervised contrastive learning.
Expert Syst. Appl.
Xiaodi Hou, Xiaobo Li, Zhi Liu, Shengtian Sang, Mingyu Lu, Yi-Jia Zhang
2024 — conf
IFNet: An Image-Enhanced Cross-Modal Fusion Network for Radiology Report Generation.
ISBRA (1)
Yi Guo, Xiaodi Hou, Zhi Liu, Yijia Zhang
2024 J jnl
MGRN: toward robust drug recommendation via multi-view gating retrieval network.
Bioinform.
Fanjun Meng, Xiaobo Li, Xiaodi Hou, Mingyu Lu, Yijia Zhang
2024 J jnl
Visual Recalibration and Gating Enhancement Network for Radiology Report Generation.
J. Comput. Biol.
Xiaodi Hou, Guoming Sang, Zhi Liu, Xiaobo Li, Yi-Jia Zhang
2023 J jnl
MKCL: Medical Knowledge with Contrastive Learning model for radiology report generation.
J. Biomed. Informatics
Xiaodi Hou, Zhi Liu, Xiaobo Li, Xingwang Li, Shengtian Sang, Yijia Zhang
2023 — conf
Multi-Visit Interactive Recalibration Network for Drug Recommendation with a Triple Graph Encoder.
BIBM
Xiaobo Li, Yi-Jia Zhang, Xiaodi Hou, Fanjun Meng, Hongfei Lin
2023 — conf
Radiology Report Generation via Visual Recalibration and Context Gating-Aware.
ISBRA
Xiaodi Hou, Guoming Sang, Zhi Liu, Xiaobo Li, Yijia Zhang