Sentiment Analysis Using Convolutional Neural Network. - Xi Ouyang; Pan Zhou 001; Cheng Hua Li; Lijun Liu (CIT/IUCC/DASC/PICom, 2015)

DeepSpace: An Online Deep Learning Framework for Mobile Big Data to Understand Human Mobility Patterns. - Xi Ouyang; Chaoyun Zhang; Pan Zhou 001; Hao Jiang 010 (CoRR, 2016)

ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network. - Chaoyun Zhang; Xi Ouyang; Paul Patras (CoNEXT, 2017)

Audio-visual emotion recognition using deep transfer learning and multiple temporal models. - Xi Ouyang; Shigenori Kawaai; Ester Gue Hua Goh; Shengmei Shen; Wan Ding; Huaiping Ming; Dong-Yan Huang (ICMI, 2017)

Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection. - Yan Xu 009; Xi Ouyang; Yu Cheng 009; Shining Yu; Lin Xiong; Choon-Ching Ng; Sugiri Pranata; Shengmei Shen; Junliang Xing (CVPR Workshops, 2018)

Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond. - Xi Ouyang; Yu Cheng 001; Yifan Jiang 001; Chun-Liang Li; Pan Zhou 001 (CoRR, 2018)

Spatial Pyramid Pooling Mechanism in 3D Convolutional Network for Sentence-Level Classification. - Xi Ouyang; Kang Gu; Pan Zhou 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray. - Xi Ouyang; Zhong Xue; Yiqiang Zhan; Xiang Sean Zhou; Qingfeng Wang; Ying Zhou; Qian Wang 001; Jie-Zhi Cheng (MICCAI (6), 2019)

A 3D-CNN and LSTM Based Multi-Task Learning Architecture for Action Recognition. - Xi Ouyang; Shuangjie Xu; Chaoyun Zhang; Pan Zhou 001; Yang Yang 002; Guanghui Liu 001; Xuelong Li 001 (IEEE Access, 2019)

A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency. - Jiayu Huo; Liping Si; Xi Ouyang; Kai Xuan; Weiwu Yao; Zhong Xue; Qian Wang 001; Dinggang Shen; Lichi Zhang (PRIME@MICCAI, 2020)

Identifying Thyroid Nodules in Ultrasound Images Through Segmentation-Guided Discriminative Localization. - Jintao Lu; Xi Ouyang; Tianjiao Liu; Dinggang Shen (MICCAI (Challenges), 2020)

Cascaded Networks for Thyroid Nodule Diagnosis from Ultrasound Images. - Xueda Shen; Xi Ouyang; Tianjiao Liu; Dinggang Shen (MICCAI (Challenges), 2020)

mr2NST: Multi-resolution and Multi-reference Neural Style Transfer for Mammography. - Sheng Wang 014; Jiayu Huo; Xi Ouyang; Jifei Che; Zhong Xue; Dinggang Shen; Qian Wang 001; Jie-Zhi Cheng (PRIME@MICCAI, 2020)

Hierarchical and Robust Pathology Image Reading for High-Throughput Cervical Abnormality Screening. - Ming Zhou; Lichi Zhang; Xiaping Du; Xi Ouyang; Xin Zhang 013; Qijia Shen; Qian Wang 001 (MLMI@MICCAI, 2020)

A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency. - Jiayu Huo; Liping Si; Xi Ouyang; Kai Xuan; Weiwu Yao; Zhong Xue; Lichi Zhang; Qian Wang 001 (CoRR, 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)

SAANet: Siamese action-units attention network for improving dynamic facial expression recognition. - Daizong Liu; Xi Ouyang; Shuangjie Xu; Pan Zhou 001; Kun He 001; Shiping Wen 001 (Neurocomputing, 2020)

Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia. - Xi Ouyang; Jiayu Huo; Liming Xia; Fei Shan; Jun Liu 075; Zhanhao Mo; Fuhua Yan; Zhongxiang Ding; Qi Yang; Bin Song 002; Feng Shi 001; Huan Yuan; et al. (IEEE Trans. Medical Imaging, 2020)

Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning. - Zheren Li; Zhiming Cui; Sheng Wang 014; Yuji Qi; Xi Ouyang; Qitian Chen; Yuezhi Yang; Zhong Xue; Dinggang Shen; Jie-Zhi Cheng (MICCAI (7), 2021)

Self-adversarial Learning for Detection of Clustered Microcalcifications in Mammograms. - Xi Ouyang; Jifei Che; Qitian Chen; Zheren Li; Yiqiang Zhan; Zhong Xue; Qian Wang 001; Jie-Zhi Cheng; Dinggang Shen (MICCAI (7), 2021)

Nodule Synthesis and Selection for Augmenting Chest X-ray Nodule Detection. - Zhenrong Shen 001; Xi Ouyang; Zhuochen Wang; Yiqiang Zhan; Zhong Xue; Qian Wang 001; Jie-Zhi Cheng; Dinggang Shen (PRCV (3), 2021)

Hierarchical pathology screening for cervical abnormality. - Ming Zhou; Lichi Zhang; Xiaping Du; Xi Ouyang; Xin Zhang 013; Qijia Shen; Dong Luo; Xiangshan Fan; Qian Wang 001 (Comput. Medical Imaging Graph., 2021)

Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis. - Xi Ouyang; Srikrishna Karanam; Ziyan Wu 001; Terrence Chen; Jiayu Huo; Xiang Sean Zhou; Qian Wang 001; Jie-Zhi Cheng (IEEE Trans. Medical Imaging, 2021)

Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency. - Jiayu Huo; Xi Ouyang; Liping Si; Kai Xuan; Sheng Wang 014; Weiwu Yao; Ying Liu; Jia Xu; Dahong Qian; Zhong Xue; Qian Wang 001; Dinggang Shen; et al. (Medical Image Anal., 2022)

GAN-Guided Deformable Attention Network for Identifying Thyroid Nodules in Ultrasound Images. - Jintao Lu; Xi Ouyang; Xueda Shen; Tianjiao Liu; Zhiming Cui; Qian Wang 001; Dinggang Shen (IEEE J. Biomed. Health Informatics, 2022)

Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis. - Sheng Wang 014; Xi Ouyang; Tianming Liu 001; Qian Wang 001; Dinggang Shen (IEEE Trans. Medical Imaging, 2022)

MT-NeT: Multi-Modality Transfer Learning Network for Automated Carotid Vessel Wall Segmentation using Sparse Annotation in MRI. - Xibao Li; Xi Ouyang; Jiadong Zhang; Dongdong Gu; Zehong Cao; Zhongxiang Ding; Yiqiang Zhan; Xiang Sean Zhou; Zhong Xue; Yuyao Zhang; Feng Shi 001; Dinggang Shen (ISBI, 2023)

Semi-Supervised Domain-Adaptive Pulmonary Artery Segmentation via Uncertainty Guidance and Shape Strengthening. - Jiyuan Liu 008; Xiao Zhang 028; Dongdong Gu; Xi Ouyang; Jiadong Zhang; Xuming He 001; Dinggang Shen; Zhong Xue (ISBI, 2023)

HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images. - Wenqi Zhou; Xiao Zhang 028; Dongdong Gu; Sheng Wang 014; Jiayu Huo; Rui Zhang; Zhihao Jiang; Feng Shi 001; Zhong Xue; Yiqiang Zhan; Xi Ouyang; Dinggang Shen (MICCAI (3), 2023)

ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance. - Jiayu Huo; Yang Liu 271; Xi Ouyang; Alejandro Granados; Sébastien Ourselin; Rachel Sparks (MLMI@MICCAI (2), 2023)

Analysis of Transformer Winding Deformation and Its Locations With High Probability of Occurrence. - Hujun Shang; Xi Ouyang; Quan Zhou 013; Junfeng Dai; Jiajia Zheng (IEEE Access, 2023)

ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models. - Sheng Wang 014; Zihao Zhao 002; Xi Ouyang; Qian Wang 001; Dinggang Shen (CoRR, 2023)

Domain Generalization for Mammographic Image Analysis via Contrastive Learning. - Zheren Li; Zhiming Cui; Lichi Zhang; Sheng Wang 014; Chenjin Lei; Xi Ouyang; Dongdong Chen 003; Zixu Zhuang; Xiangyu Zhao 003; Yajia Gu; Zaiyi Liu; Chunling Liu; et al. (CoRR, 2023)

Learning Better Contrastive View from Radiologist's Gaze. - Sheng Wang 014; Zixu Zhuang; Xi Ouyang; Lichi Zhang; Zheren Li; Chong Ma; Tianming Liu 001; Dinggang Shen; Qian Wang 001 (CoRR, 2023)

Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection. - Zhenrong Shen 001; Xi Ouyang; Bin Xiao; Jie-Zhi Cheng; Dinggang Shen; Qian Wang 001 (Medical Image Anal., 2023)

Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution. - Zixu Zhuang; Liping Si; Sheng Wang 014; Kai Xuan; Xi Ouyang; Yiqiang Zhan; Zhong Xue; Lichi Zhang; Dinggang Shen; Weiwu Yao; Qian Wang 001 (IEEE Trans. Medical Imaging, 2023)

Prompt-Based Segmentation Model of Anatomical Structures and Lesions in CT Images. - Xi Ouyang; Dongdong Gu; Xuejian Li; Wenqi Zhou; Qianqian Chen; Yiqiang Zhan; Xiang Sean Zhou; Feng Shi 001; Zhong Xue; Dinggang Shen (MICCAI (8), 2024)

Exploiting Latent Classes for Medical Image Segmentation from Partially Labeled Datasets. - Xiangyu Zhao 003; Xi Ouyang; Lichi Zhang; Zhong Xue; Dinggang Shen (MICCAI (8), 2024)

Toward a Comprehensive Evaluation on the Online Methods for Monitoring Transformer Turn-to-Turn Faults. - Xi Ouyang; Quan Zhou 013; Hujun Shang; Yuping Zheng; Shuyan Pan; Jun Luo 001 (IEEE Trans. Ind. Electron., 2024)

Carotid Vessel Wall Segmentation Through Domain Aligner, Topological Learning, and Segment Anything Model for Sparse Annotation in MR Images. - Xibao Li; Xi Ouyang; Jiadong Zhang; Zhongxiang Ding; Yuyao Zhang; Zhong Xue; Feng Shi 001; Dinggang Shen (IEEE Trans. Medical Imaging, 2024)

Generative Medical Segmentation. - Jiayu Huo; Xi Ouyang; Sébastien Ourselin; Rachel Sparks (AAAI, 2025)

Domain generalization for mammographic image analysis with contrastive learning. - Zheren Li; Zhiming Cui; Lichi Zhang; Sheng Wang 014; Chenjin Lei; Xi Ouyang; Dongdong Chen 003; Xiangyu Zhao 003; Chunling Liu; Zaiyi Liu; Yajia Gu; Dinggang Shen; et al. (Comput. Biol. Medicine, 2025)

Learning better contrastive view from radiologist's gaze. - Sheng Wang 014; Zihao Zhao 002; Zixu Zhuang; Xi Ouyang; Lichi Zhang; Zheren Li; Chong Ma; Tianming Liu 001; Dinggang Shen; Qian Wang 001 (Pattern Recognit., 2025)