Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization. - Xuhua Ren; Lichi Zhang; Dongming Wei; Dinggang Shen; Qian Wang 001 (MLMI@MICCAI, 2019)

Morphological Simplification of Brain MR Images by Deep Learning for Facilitating Deformable Registration. - Dongming Wei; Sahar Ahmad; Zhengwang Wu; Xiaohuan Cao; Xuhua Ren; Gang Li 001; Dinggang Shen; Qian Wang 001 (MLMI@MICCAI, 2019)

Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization. - Xuhua Ren; Lichi Zhang; Qian Wang 001; Dinggang Shen (CoRR, 2019)

Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks. - Tianjiao Liu; Qianqian Guo; Chunfeng Lian; Xuhua Ren; Shujun Liang; Jing Yu 005; Lijuan Niu; Weidong Sun; Dinggang Shen (Medical Image Anal., 2019)

Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment From Hand Radiograph. - Xuhua Ren; Tingting Li; Xiujun Yang; Shuai Wang 003; Sahar Ahmad; Lei Xiang; Shaun Richard Stone; Lihong Li; Yiqiang Zhan; Dinggang Shen; Qian Wang 001 (IEEE J. Biomed. Health Informatics, 2019)

Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention. - Xuhua Ren; Jiayu Huo; Kai Xuan; Dongming Wei; Lichi Zhang; Qian Wang 001 (ISBI, 2020)

mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography. - Sheng Wang 014; Jiayu Huo; Xi Ouyang; Jifei Che; Xuhua Ren; Zhong Xue; Qian Wang 001; Jie-Zhi Cheng (CoRR, 2020)

Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation. - Xuhua Ren; Sahar Ahmad; Lichi Zhang; Lei Xiang; Dong Nie; Fan Yang 054; Qian Wang 001; Dinggang Shen (IEEE Trans. Image Process., 2020)

A Multi-Organ Nucleus Segmentation Challenge. - Neeraj Kumar 002; Ruchika Verma; Deepak Anand; Yanning Zhou 001; Omer Fahri Onder; Efstratios Tsougenis; Hao Chen 011; Pheng-Ann Heng; Jiahui Li 005; Zhiqiang Hu; Yunzhi Wang; Navid Alemi Koohbanani; et al. (IEEE Trans. Medical Imaging, 2020)

Semantic instance segmentation with discriminative deep supervision for medical images. - Sihang Zhou 001; Dong Nie; Ehsan Adeli 001; Qian Wei; Xuhua Ren; Xinwang Liu 002; En Zhu; Jianping Yin; Qian Wang 001; Dinggang Shen (Medical Image Anal., 2022)

Open-Vocabulary Scene Text Recognition via Pseudo-Image Labeling and Margin Loss. - Xuhua Ren; Hengcan Shi; Jin Li (CoRR, 2024)

A novel workflow including denoising and hybrid deep learning model for shield tunneling construction parameter prediction. - Yuxian Zhang; Xuhua Ren; Jixun Zhang; Yuzhe Zhang; Zichang Ma (Eng. Appl. Artif. Intell., 2024)

A knowledge injection method for supporting automated compliance checking of shield tunnel designs. - Yuxian Zhang; Xuhua Ren; Stefan Fuchs; Robert Amor (Adv. Eng. Informatics, 2025)

Hunyuan-Game: Industrial-grade Intelligent Game Creation Model. - Ruihuang Li; Caijin Zhou; Shoujian Zheng; Jianxiang Lu; Jiabin Huang; Comi Chen; Junshu Tang; Guangzheng Xu; Jiale Tao; Hongmei Wang; Donghao Li; Wenqing Yu; et al. (CoRR, 2025)

PersonaVlog: Personalized Multimodal Vlog Generation with Multi-Agent Collaboration and Iterative Self-Correction. - Xiaolu Hou; Bing Ma; Jiaxiang Cheng; Xuhua Ren; Kai Yu; Wenyue Li; Tianxiang Zheng; Qinglin Lu (CoRR, 2025)