Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks. - Yuhua Chen; Dan Ruan; Jiayu Xiao; Lixia Wang; Bin Sun; Rola Saouaf; Wensha Yang; Debiao Li; Zhaoyang Fan (CoRR, 2019)

Towards Learning Spatially Discriminative Feature Representations. - Chaofei Wang; Jiayu Xiao; Yizeng Han; Qisen Yang; Shiji Song; Gao Huang 001 (ICCV, 2021)

Intracranial Vessel Wall Segmentation For Atherosclerotic Plaque Quantification. - Hanyue Zhou; Jiayu Xiao; Zhaoyang Fan; Dan Ruan (ISBI, 2021)

Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment. - Jiayu Xiao; Liang Li 003; Chaofei Wang; Zheng-Jun Zha; Qingming Huang (CVPR, 2022)

Intracranial Vessel Wall Segmentation with Deep Learning Using a Novel Tiered Loss Function to Incorporate Class Inclusion. - Hanyue Zhou; Jiayu Xiao; Debiao Li; Zhaoyang Fan; Dan Ruan (ISBI, 2022)

A fast neighborhood classifier based on hash bucket with application to medical diagnosis. - Jiayu Xiao; Qinghua Zhang 001; Zhihua Ai; Guoyin Wang 001 (Int. J. Approx. Reason., 2022)

Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization. - Zhenhuan Liu; Liang Li 003; Jiayu Xiao; Zheng-Jun Zha; Qingming Huang (ICCV, 2023)

ADIFT: Zero-Shot Generative Model Adaption Via Adaptive Domain-Invariant Feature Transfer. - Chaofei Wang; Xiangan Zhao; Kai Wang; Shuai Wu; Jiayu Xiao; Guotong Geng (ICASSP, 2024)

R&B: Region and Boundary Aware Zero-shot Grounded Text-to-image Generation. - Jiayu Xiao; Henglei Lv; Liang Li 003; Shuhui Wang; Qingming Huang (ICLR, 2024)

MISA: MIning Saliency-Aware Semantic Prior for Box Supervised Instance Segmentation. - Hao Zhu; Yan Zhu; Jiayu Xiao; Yike Ma; Yucheng Zhang; Jintao Li; Feng Dai (IJCAI, 2024)

Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization. - Zihan Wang; Jiayu Xiao; Mengxiang Li; Zhongjiang He; Yongxiang Li; Chao Wang; Shuangyong Song (IJCNN, 2024)

Pick-and-Draw: Training-free Semantic Guidance for Text-to-Image Personalization. - Henglei Lv; Jiayu Xiao; Liang Li 003 (ACM Multimedia, 2024)

Pick-and-Draw: Training-free Semantic Guidance for Text-to-Image Personalization. - Henglei Lv; Jiayu Xiao; Liang Li 003; Qingming Huang (CoRR, 2024)

Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation. - Hao Zhu; Yan Zhu; Jiayu Xiao; Tianxiang Xiao; Yike Ma; Yucheng Zhang; Feng Dai (CVPR, 2025)