Xiaodi Hou

According to our database, Xiaodi Hou authored at least 28 papers between 2006 and 2026.

Collaborative distances:

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

2026

MambaGen: Efficient visual representation learning for automatic radiology report generation.

Xiaodi Hou, Xiaobo Li, Simiao Wang, Mingyu Lu, Hongfei Lin, Yi-Jia Zhang

Expert Syst. Appl., 2026

2025

IMGEF: integrated multimodal graph-enhanced framework for radiology report generation.

Muhammad Usman, Xiaodi Hou, Yi Guo, Zonglin Liang, Yijia Zhang

Multim. Syst., August, 2025

Multi-source medical knowledge adaptive fusion network for combinatorial medication recommendation.

Yiming Zhou, Jiedong Wei, Xiaodi Hou, Meiyu Duan, Yi-Jia Zhang

Appl. Intell., June, 2025

Knowledge enhanced representation learning network for drug recommendation.

Xiaobo Li, Xiaodi Hou, Fanjun Meng, Xiaokun Zhang, Mingyu Lu, Hongfei Lin, Yi-Jia Zhang

Inf. Process. Manag., 2025

Recalibrated cross-modal alignment network for radiology report generation with weakly supervised contrastive learning.

Xiaodi Hou, Xiaobo Li, Zhi Liu, Shengtian Sang, Mingyu Lu, Yi-Jia Zhang

Expert Syst. Appl., 2025

Multitask gated interactive network for automatic international classification of diseases coding with dual denoising mechanism.

Xiaobo Li, Yi-Jia Zhang, Xiaodi Hou, Shilong Wang, Wen Qu

Eng. Appl. Artif. Intell., 2025

Deep learning for automatic ICD coding: Review, opportunities and challenges.

Xiaobo Li, Yijia Zhang, Xiaodi Hou, Shilong Wang, Hongfei Lin

Artif. Intell. Medicine, 2025

RRG-Mamba: Efficient Radiology Report Generation with State Space Model.

Xiaodi Hou, Xiaobo Li, Mingyu Lu, Simiao Wang, Yijia Zhang

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

2024

Visual Recalibration and Gating Enhancement Network for Radiology Report Generation.

Xiaodi Hou, Guoming Sang, Zhi Liu, Xiaobo Li, Yi-Jia Zhang

J. Comput. Biol., 2024

Heterogeneous graph contrastive learning with gradient balance for drug repositioning.

Hai Cui, Meiyu Duan, Haijia Bi, Xiaobo Li, Xiaodi Hou, Yi-Jia Zhang

Briefings Bioinform., 2024

IFNet: An Image-Enhanced Cross-Modal Fusion Network for Radiology Report Generation.

Yi Guo, Xiaodi Hou, Zhi Liu, Yijia Zhang

Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

2023

MKCL: Medical Knowledge with Contrastive Learning model for radiology report generation.

Xiaodi Hou, Zhi Liu, Xiaobo Li, Xingwang Li, Shengtian Sang, Yijia Zhang

J. Biomed. Informatics, October, 2023

Radiology Report Generation via Visual Recalibration and Context Gating-Aware.

Xiaodi Hou, Guoming Sang, Zhi Liu, Xiaobo Li, Yijia Zhang

Proceedings of the Bioinformatics Research and Applications - 19th International Symposium, 2023

Multi-Visit Interactive Recalibration Network for Drug Recommendation with a Triple Graph Encoder.

Xiaobo Li, Yi-Jia Zhang, Xiaodi Hou, Fanjun Meng, Hongfei Lin

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2018

Adaptive Batch Normalization for practical domain adaptation.

Yanghao Li, Naiyan Wang, Jianping Shi, Xiaodi Hou, Jiaying Liu

Pattern Recognit., 2018

Understanding Convolution for Semantic Segmentation.

Panqu Wang, Pengfei Chen, Ye Yuan, Ding Liu, Zehua Huang, Xiaodi Hou, Garrison W. Cottrell

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

2017

Demystifying Neural Style Transfer.

Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Revisiting Batch Normalization For Practical Domain Adaptation.

Yanghao Li, Naiyan Wang, Jianping Shi, Jiaying Liu, Xiaodi Hou

Proceedings of the 5th International Conference on Learning Representations, 2017

Factorized Bilinear Models for Image Recognition.

Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou

Proceedings of the IEEE International Conference on Computer Vision, 2017

2014

The Secrets of Salient Object Segmentation.

Yin Li, Xiaodi Hou, Christof Koch, James M. Rehg, Alan L. Yuille

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

A Meta-Theory of Boundary Detection Benchmarks

Xiaodi Hou, Alan L. Yuille, Christof Koch

CoRR, 2013

Boundary Detection Benchmarking: Beyond F-Measures.

Xiaodi Hou, Alan L. Yuille, Christof Koch

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Image Signature: Highlighting Sparse Salient Regions.

Xiaodi Hou, Jonathan Harel, Christof Koch

IEEE Trans. Pattern Anal. Mach. Intell., 2012

2010

A Phase Discrepancy Analysis of Object Motion.

Bolei Zhou, Xiaodi Hou, Liqing Zhang

Proceedings of the Computer Vision - ACCV 2010, 2010

2008

Dynamic visual attention: searching for coding length increments.

Xiaodi Hou, Liqing Zhang

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007

Color conceptualization.

Xiaodi Hou, Liqing Zhang

Proceedings of the 15th International Conference on Multimedia 2007, 2007

Saliency Detection: A Spectral Residual Approach.

Xiaodi Hou, Liqing Zhang

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

A Time-Dependent Model of Information Capacity of Visual Attention.

Xiaodi Hou, Liqing Zhang

Proceedings of the Neural Information Processing, 13th International Conference, 2006