Xi Ouyang

61 papers A* 1A 1B 1Journal 34Unranked 19
YearRankTypeTitle / Venue / Authors
2026 — ed.
Machine Learning in Medical Imaging - 16th International Workshop, MLMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings
MLMI@MICCAI
Zhiming Cui, Islem Rekik, Heung-Il Suk, Xi Ouyang, Kaicong Sun, Sheng Wang
2026 J jnl
The first meshless streamline simulation method for reservoirs.
Comput. Math. Appl.
Hui Zhao, Xiang Rao, Wentao Zhan, Siyuan Chen, Xi Ouyang
2026 J jnl
When invisible eyes undermine proactive efforts: the effect of electronic performance monitoring on job crafting.
Internet Res.
Wenxing Liu, Kong Zhou, Xi Ouyang, Siyuan Chen, Kai Gao
2025 J jnl
Domain generalization for mammographic image analysis with contrastive learning.
Comput. Biol. Medicine
Zheren Li, Zhiming Cui, Lichi Zhang, Sheng Wang, Chenjin Lei, Xi Ouyang, Dongdong Chen, Xiangyu Zhao, Chunling Liu, Zaiyi Liu, Yajia Gu, Dinggang Shen, Jie-Zhi Cheng
2025 — conf
GMPT: General Multimodal Segmentation Model Guided by Multi-expert Pathway.
MLMI@MICCAI
Jinwei Kong, Xiangyu Zhao, Xi Ouyang, Xuejian Li, Zhong Xue, Dinggang Shen
2025 A* conf
Generative Medical Segmentation.
AAAI
Jiayu Huo, Xi Ouyang, Sébastien Ourselin, Rachel Sparks
2025 J jnl
Learning better contrastive view from radiologist's gaze.
Pattern Recognit.
Sheng Wang, Zihao Zhao, Zixu Zhuang, Xi Ouyang, Lichi Zhang, Zheren Li, Chong Ma, Tianming Liu, Dinggang Shen, Qian Wang
2025 — ed.
Machine Learning in Medical Imaging - 15th International Workshop, MLMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings, Part I
MLMI@MICCAI (1)
Xuanang Xu, Zhiming Cui, Islem Rekik, Xi Ouyang, Kaicong Sun
2025 — ed.
Machine Learning in Medical Imaging - 15th International Workshop, MLMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings, Part II
MLMI@MICCAI (2)
Xuanang Xu, Zhiming Cui, Islem Rekik, Xi Ouyang, Kaicong Sun
2025 — conf
Multitask Deep Learning Model for Liver Segmentation and Lesion Classification from Multisequence MRI.
AMAI@MICCAI
Dongdong Gu, Yuzhong Chen, Xuejian Li, Xi Ouyang, Zhong Xue, Dinggang Shen
2024 J jnl
Carotid Vessel Wall Segmentation Through Domain Aligner, Topological Learning, and Segment Anything Model for Sparse Annotation in MR Images.
IEEE Trans. Medical Imaging
Xibao Li, Xi Ouyang, Jiadong Zhang, Zhongxiang Ding, Yuyao Zhang, Zhong Xue, Feng Shi, Dinggang Shen
2024 — conf
Exploiting Latent Classes for Medical Image Segmentation from Partially Labeled Datasets.
MICCAI (8)
Xiangyu Zhao, Xi Ouyang, Lichi Zhang, Zhong Xue, Dinggang Shen
2024 J jnl
Generative Medical Segmentation.
CoRR
Jiayu Huo, Xi Ouyang, Sébastien Ourselin, Rachel Sparks
2024 — ed.
Machine Learning in Medical Imaging - 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings, Part I
MLMI@MICCAI (1)
Xiaohuan Cao, Xuanang Xu, Islem Rekik, Zhiming Cui, Xi Ouyang
2024 — ed.
Machine Learning in Medical Imaging - 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings, Part II
MLMI@MICCAI (2)
Xiaohuan Cao, Xuanang Xu, Islem Rekik, Zhiming Cui, Xi Ouyang
2024 — conf
Prompt-Based Segmentation Model of Anatomical Structures and Lesions in CT Images.
MICCAI (8)
Xi Ouyang, Dongdong Gu, Xuejian Li, Wenqi Zhou, Qianqian Chen, Yiqiang Zhan, Xiang Sean Zhou, Feng Shi, Zhong Xue, Dinggang Shen
2024 J jnl
Toward a Comprehensive Evaluation on the Online Methods for Monitoring Transformer Turn-to-Turn Faults.
IEEE Trans. Ind. Electron.
Xi Ouyang, Quan Zhou, Hujun Shang, Yuping Zheng, Shuyan Pan, Jun Luo
2023 — conf
ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance.
MLMI@MICCAI (2)
Jiayu Huo, Yang Liu, Xi Ouyang, Alejandro Granados, Sébastien Ourselin, Rachel Sparks
2023 J jnl
ARHNet: Adaptive Region Harmonization for Lesion-aware Augmentation to Improve Segmentation Performance.
CoRR
Jiayu Huo, Yang Liu, Xi Ouyang, Alejandro Granados, Sébastien Ourselin, Rachel Sparks
2023 J jnl
Analysis of Transformer Winding Deformation and Its Locations With High Probability of Occurrence.
IEEE Access
Hujun Shang, Xi Ouyang, Quan Zhou, Junfeng Dai, Jiajia Zheng
2023 J jnl
ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models.
CoRR
Sheng Wang, Zihao Zhao, Xi Ouyang, Qian Wang, Dinggang Shen
2023 J jnl
Domain Generalization for Mammographic Image Analysis via Contrastive Learning.
CoRR
Zheren Li, Zhiming Cui, Lichi Zhang, Sheng Wang, Chenjin Lei, Xi Ouyang, Dongdong Chen, Zixu Zhuang, Xiangyu Zhao, Yajia Gu, Zaiyi Liu, Chunling Liu, Dinggang Shen, Jie-Zhi Cheng
2023 — conf
HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images.
MICCAI (3)
Wenqi Zhou, Xiao Zhang, Dongdong Gu, Sheng Wang, Jiayu Huo, Rui Zhang, Zhihao Jiang, Feng Shi, Zhong Xue, Yiqiang Zhan, Xi Ouyang, Dinggang Shen
2023 J jnl
Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection.
Medical Image Anal.
Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng, Dinggang Shen, Qian Wang
2023 J jnl
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution.
IEEE Trans. Medical Imaging
Zixu Zhuang, Liping Si, Sheng Wang, Kai Xuan, Xi Ouyang, Yiqiang Zhan, Zhong Xue, Lichi Zhang, Dinggang Shen, Weiwu Yao, Qian Wang
2023 J jnl
Learning Better Contrastive View from Radiologist's Gaze.
CoRR
Sheng Wang, Zixu Zhuang, Xi Ouyang, Lichi Zhang, Zheren Li, Chong Ma, Tianming Liu, Dinggang Shen, Qian Wang
2023 — conf
MT-NeT: Multi-Modality Transfer Learning Network for Automated Carotid Vessel Wall Segmentation using Sparse Annotation in MRI.
ISBI
Xibao Li, Xi Ouyang, Jiadong Zhang, Dongdong Gu, Zehong Cao, Zhongxiang Ding, Yiqiang Zhan, Xiang Sean Zhou, Zhong Xue, Yuyao Zhang, Feng Shi, Dinggang Shen
2023 — conf
Semi-Supervised Domain-Adaptive Pulmonary Artery Segmentation via Uncertainty Guidance and Shape Strengthening.
ISBI
Jiyuan Liu, Xiao Zhang, Dongdong Gu, Xi Ouyang, Jiadong Zhang, Xuming He, Dinggang Shen, Zhong Xue
2022 J jnl
Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency.
Medical Image Anal.
Jiayu Huo, Xi Ouyang, Liping Si, Kai Xuan, Sheng Wang, Weiwu Yao, Ying Liu, Jia Xu, Dahong Qian, Zhong Xue, Qian Wang, Dinggang Shen, Lichi Zhang
2022 J jnl
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis.
CoRR
Sheng Wang, Xi Ouyang, Tianming Liu, Qian Wang, Dinggang Shen
2022 J jnl
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis.
IEEE Trans. Medical Imaging
Sheng Wang, Xi Ouyang, Tianming Liu, Qian Wang, Dinggang Shen
2022 J jnl
GAN-Guided Deformable Attention Network for Identifying Thyroid Nodules in Ultrasound Images.
IEEE J. Biomed. Health Informatics
Jintao Lu, Xi Ouyang, Xueda Shen, Tianjiao Liu, Zhiming Cui, Qian Wang, Dinggang Shen
2022 J jnl
Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection.
CoRR
Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng, Qian Wang, Dinggang Shen
2022 J jnl
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution.
CoRR
Zixu Zhuang, Liping Si, Sheng Wang, Kai Xuan, Xi Ouyang, Yiqiang Zhan, Zhong Xue, Lichi Zhang, Dinggang Shen, Weiwu Yao, Qian Wang
2021 — conf
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning.
MICCAI (7)
Zheren Li, Zhiming Cui, Sheng Wang, Yuji Qi, Xi Ouyang, Qitian Chen, Yuezhi Yang, Zhong Xue, Dinggang Shen, Jie-Zhi Cheng
2021 J jnl
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning.
CoRR
Zheren Li, Zhiming Cui, Sheng Wang, Yuji Qi, Xi Ouyang, Qitian Chen, Yuezhi Yang, Zhong Xue, Dinggang Shen, Jie-Zhi Cheng
2021 J jnl
Hierarchical pathology screening for cervical abnormality.
Comput. Medical Imaging Graph.
Ming Zhou, Lichi Zhang, Xiaping Du, Xi Ouyang, Xin Zhang, Qijia Shen, Dong Luo, Xiangshan Fan, Qian Wang
2021 J jnl
Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis.
IEEE Trans. Medical Imaging
Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng
2021 J jnl
Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis.
CoRR
Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng
2021 — conf
Nodule Synthesis and Selection for Augmenting Chest X-ray Nodule Detection.
PRCV (3)
Zhenrong Shen, Xi Ouyang, Zhuochen Wang, Yiqiang Zhan, Zhong Xue, Qian Wang, Jie-Zhi Cheng, Dinggang Shen
2021 — conf
Self-adversarial Learning for Detection of Clustered Microcalcifications in Mammograms.
MICCAI (7)
Xi Ouyang, Jifei Che, Qitian Chen, Zheren Li, Yiqiang Zhan, Zhong Xue, Qian Wang, Jie-Zhi Cheng, Dinggang Shen
2020 — conf
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency.
PRIME@MICCAI
Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Zhong Xue, Qian Wang, Dinggang Shen, Lichi Zhang
2020 J jnl
A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency.
CoRR
Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Zhong Xue, Lichi Zhang, Qian Wang
2020 — conf
Cascaded Networks for Thyroid Nodule Diagnosis from Ultrasound Images.
MICCAI (Challenges)
Xueda Shen, Xi Ouyang, Tianjiao Liu, Dinggang Shen
2020 J jnl
Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia.
IEEE Trans. Medical Imaging
Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Jun Liu, Zhanhao Mo, Fuhua Yan, Zhongxiang Ding, Qi Yang, Bin Song, Feng Shi, Huan Yuan, Ying Wei, Xiaohuan Cao, Yaozong Gao, Dijia Wu, Qian Wang, Dinggang Shen
2020 J jnl
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia.
CoRR
Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Jun Liu, Zhanhao Mo, Fuhua Yan, Zhongxiang Ding, Qi Yang, Bin Song, Feng Shi, Huan Yuan, Ying Wei, Xiaohuan Cao, Yaozong Gao, Dijia Wu, Qian Wang, Dinggang Shen
2020 — conf
Hierarchical and Robust Pathology Image Reading for High-Throughput Cervical Abnormality Screening.
MLMI@MICCAI
Ming Zhou, Lichi Zhang, Xiaping Du, Xi Ouyang, Xin Zhang, Qijia Shen, Qian Wang
2020 — conf
Identifying Thyroid Nodules in Ultrasound Images Through Segmentation-Guided Discriminative Localization.
MICCAI (Challenges)
Jintao Lu, Xi Ouyang, Tianjiao Liu, Dinggang Shen
2020 J jnl
SAANet: Siamese action-units attention network for improving dynamic facial expression recognition.
Neurocomputing
Daizong Liu, Xi Ouyang, Shuangjie Xu, Pan Zhou, Kun He, Shiping Wen
2020 — conf
mr
PRIME@MICCAI
Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Zhong Xue, Dinggang Shen, Qian Wang, Jie-Zhi Cheng
2020 J jnl
mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography.
CoRR
Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Xuhua Ren, Zhong Xue, Qian Wang, Jie-Zhi Cheng
2019 J jnl
A 3D-CNN and LSTM Based Multi-Task Learning Architecture for Action Recognition.
IEEE Access
Xi Ouyang, Shuangjie Xu, Chaoyun Zhang, Pan Zhou, Yang Yang, Guanghui Liu, Xuelong Li
2019 — conf
Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray.
MICCAI (6)
Xi Ouyang, Zhong Xue, Yiqiang Zhan, Xiang Sean Zhou, Qingfeng Wang, Ying Zhou, Qian Wang, Jie-Zhi Cheng
2018 — conf
Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection.
CVPR Workshops
Yan Xu, Xi Ouyang, Yu Cheng, Shining Yu, Lin Xiong, Choon-Ching Ng, Sugiri Pranata, Shengmei Shen, Junliang Xing
2018 J jnl
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond.
CoRR
Xi Ouyang, Yu Cheng, Yifan Jiang, Chun-Liang Li, Pan Zhou
2018 J jnl
Spatial Pyramid Pooling Mechanism in 3D Convolutional Network for Sentence-Level Classification.
IEEE ACM Trans. Audio Speech Lang. Process.
Xi Ouyang, Kang Gu, Pan Zhou
2017 B conf
Audio-visual emotion recognition using deep transfer learning and multiple temporal models.
ICMI
Xi Ouyang, Shigenori Kawaai, Ester Gue Hua Goh, Shengmei Shen, Wan Ding, Huaiping Ming, Dong-Yan Huang
2017 A conf
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network.
CoNEXT
Chaoyun Zhang, Xi Ouyang, Paul Patras
2017 J jnl
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network.
CoRR
Chaoyun Zhang, Xi Ouyang, Paul Patras
2016 J jnl
DeepSpace: An Online Deep Learning Framework for Mobile Big Data to Understand Human Mobility Patterns.
CoRR
Xi Ouyang, Chaoyun Zhang, Pan Zhou, Hao Jiang
2015 — conf
Sentiment Analysis Using Convolutional Neural Network.
CIT/IUCC/DASC/PICom
Xi Ouyang, Pan Zhou, Cheng Hua Li, Lijun Liu