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Viewing Publication 1 - 57 from 57

2025

Unveiling Discrete Clues: Superior Healthcare Predictions for Rare DiseasesChuang Zhao 0002, Hui Tang, Jiheng Zhang, Xiaomeng Li 0001. WWW 2025: 1747-1758 [doi]

Dynamic Subcluster-Aware Network for Few-Shot Skin Disease ClassificationShuhan Li, Xiaomeng Li 0001, Xiaowei Xu 0004, Kwang-Ting Cheng. tnn, 36(1):1872-1883, January 2025. [doi]

A closer look at the explainability of Contrastive language-image pre-trainingYi Li, Hualiang Wang, Yiqun Duan, Jiheng Zhang, Xiaomeng Li 0001. PR, 162:111409, 2025. [doi]

Leveraging Anatomical Consistency for Multi-Object Detection in Ultrasound Images via Source-free Unsupervised Domain AdaptationBin Pu, Xingguo Lv, Jiewen Yang, Xingbo Dong, Yiqun Lin, Shengli Li 0001, Kenli Li 0001, Xiaomeng Li 0001. AAAI 2025: 6532-6540 [doi]

HResFormer: Hybrid Residual Transformer for Volumetric Medical Image SegmentationSucheng Ren, Xiaomeng Li 0001. tnn, 36(6):10558-10566, June 2025. [doi]

Domain knowledge based comprehensive segmentation of Type-A aortic dissection with clinically-oriented evaluationShanshan Song, Hailong Qiu, Meiping Huang, Jian Zhuang, Qing Lu 0001, Yiyu Shi 0001, Xiaomeng Li 0001, Wen Xie, Guang Tong, Xiaowei Xu 0004. mia, 102:103512, 2025. [doi]

MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition From Fundus ImagesLehan Wang, Chongchong Qi, Chubin Ou, Lin An, Mei Jin, Xiangbin Kong, Xiaomeng Li 0001. tmi, 44(4):1711-1722, April 2025. [doi]

Constrained multi-scale dense connections for biomedical image segmentationJiawei Zhang, Yanchun Zhang, Hailong Qiu, Tianchen Wang, Xiaomeng Li 0001, Shanfeng Zhu, Meiping Huang, Jian Zhuang, Yiyu Shi 0001, Xiaowei Xu 0004. PR, 158:111031, 2025. [doi]

GlandSAM: Injecting Morphology Knowledge Into Segment Anything Model for Label-Free Gland SegmentationQixiang Zhang, Yi Li, Cheng Xue, Haonan Wang, Xiaomeng Li 0001. tmi, 44(2):1070-1082, February 2025. [doi]

2024

Exploring Feature Representation Learning for Semi-Supervised Medical Image SegmentationHuimin Wu 0001, Xiaomeng Li 0001, Kwang-Ting Cheng. tnn, 35(11):16589-16601, November 2024. [doi]

Spatial-Division Augmented Occupancy Field for Bone Shape Reconstruction from Biplanar X-RaysJixiang Chen, Yiqun Lin, Haoran Sun, Xiaomeng Li 0001. miccai 2024: 668-678 [doi]

HiA: Towards Chinese Multimodal LLMs for Comparative High-Resolution Joint DiagnosisXinpeng Ding, Yongqiang Chu, Renjie Pi, Hualiang Wang, Xiaomeng Li 0001. miccai 2024: 575-586 [doi]

Holistic Autonomous Driving Understanding by Bird'View Injected Multi-Modal Large ModelsXinpeng Ding, Jianhua Han, Hang Xu, Xiaodan Liang, Wei Zhang 0010, Xiaomeng Li 0001. cvpr 2024: 13668-13677 [doi]

Video-based face outline recognitionXingbo Dong, Jiewen Yang, Andrew Beng Jin Teoh, Dahai Yu, Xiaomeng Li 0001, Zhe Jin. PR, 152:110482, 2024. [doi]

Teach CLIP to Develop a Number Sense for Ordinal RegressionYao Du, Qiang Zhai, Weihang Dai, Xiaomeng Li 0001. eccv 2025: 1-17 [doi]

An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image SynthesisMarawan Elbatel, Konstantinos Kamnitsas, Xiaomeng Li 0001. miccai 2024: 656-666 [doi]

FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image RecognitionMarawan Elbatel, Robert Martí, Xiaomeng Li 0001. tmi, 43(3):954-965, March 2024. [doi]

Learning Unlabeled Clients Divergence for Federated Semi-Supervised Learning via Anchor Model AggregationMarawan Elbatel, Hualiang Wang, Jixiang Chen, Hao Wang, Xiaomeng Li 0001. tmlr, 2024, 2024. [doi]

Vessel-promoted OCT to OCTA image translation by heuristic contextual constraintsShuhan Li, Dong Zhang, Xiaomeng Li 0001, Chubin Ou, Lin An, Yanwu Xu 0001, Weihua Yang, Yanchun Zhang, Kwang-Ting Cheng. mia, 98:103311, 2024. [doi]

Few-Shot Lymph Node Metastasis Classification Meets High Performance on Whole Slide Images via the Informative Non-parametric ClassifierYi Li, Qixiang Zhang, Tianqi Xiang 0001, Yiqun Lin, Qingling Zhang 0006, Xiaomeng Li 0001. miccai 2024: 109-119 [doi]

2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT ReconstructionYiqun Lin, Jiewen Yang, Hualiang Wang, Xinpeng Ding, Wei Zhao 0029, Xiaomeng Li 0001. cvpr 2024: 11205-11214 [doi]

Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT ReconstructionYiqun Lin, Hualiang Wang, Jixiang Chen, Xiaomeng Li 0001. miccai 2024: 425-435 [doi]

Exploiting Hierarchical Interactions for Protein Surface LearningYiqun Lin, Liang Pan, Yi Li, Ziwei Liu 0002, Xiaomeng Li 0001. titb, 28(4):1927-1936, April 2024. [doi]

3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure DetectionBin Pu, Liwen Wang, Jiewen Yang, Guannan He, Xingbo Dong, Shengli Li 0001, Ying Tan, Ming Chen, Zhe Jin, Kenli Li 0001, Xiaomeng Li 0001. cvpr 2024: 11621-11630 [doi]

Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound ImagesBin Pu, Xingguo Lv, Jiewen Yang, Guannan He, Xingbo Dong, Yiqun Lin, Shengli Li 0001, Tan Ying, Fei Liu, Ming Chen, Zhe Jin, Kenli Li 0001, Xiaomeng Li 0001. icml 2024: [doi]

Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical ImagesHualiang Wang, Yiqun Lin, Xinpeng Ding, Xiaomeng Li 0001. miccai 2024: 636-646 [doi]

CardiacNet: Learning to Reconstruct Abnormalities for Cardiac Disease Assessment from Echocardiogram VideosJiewen Yang, Yiqun Lin, Bin Pu, Jiarong Guo, Xiaowei Xu 0004, Xiaomeng Li 0001. eccv 2025: 293-311 [doi]

Enhancing Precision Drug Recommendations via In-Depth Exploration of Motif RelationshipsChuang Zhao, Hongke Zhao, Xiaofang Zhou 0001, Xiaomeng Li 0001. tkde, 36(12):8164-8178, December 2024. [doi]

Cross-Domain Recommendation via Progressive Structural AlignmentChuang Zhao, Hongke Zhao, Xiaomeng Li 0001, Ming He, Jiahui Wang, Jianping Fan 0007. tkde, 36(6):2401-2415, June 2024. [doi]

Multimodal Survival Ensemble Network: Integrating Genomic and Histopathological Insights for Enhanced Cancer PrognosisChenyi Zhou, Hualiang Wang, Xiaomeng Li 0001, Wanlu Liu, Zuozhu Liu. icassp 2024: 2330-2334 [doi]

2023

Compete to Win: Enhancing Pseudo Labels for Barely-Supervised Medical Image SegmentationHuimin Wu 0001, Xiaomeng Li 0001, Yiqun Lin, Kwang-Ting Cheng. tmi, 42(11):3244-3255, November 2023. [doi]

A clinically applicable AI system for diagnosis of congenital heart diseases based on computed tomography imagesXiaowei Xu 0004, Qianjun Jia, Haiyun Yuan, Hailong Qiu, Yuhao Dong, Wen Xie, Zeyang Yao, Jiawei Zhang, Zhiqaing Nie, Xiaomeng Li 0001, Yiyu Shi 0001, James Y. Zou, Meiping Huang, Jian Zhuang. mia, 90:102953, December 2023. [doi]

Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural NetworksWeihang Dai, Xiaomeng Li 0001, Kwang-Ting Cheng. AAAI 2023: 7304-7313 [doi]

Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction From Echocardiogram VideosWeihang Dai, Xiaomeng Li 0001, Xinpeng Ding, Kwang-Ting Cheng. tmi, 42(5):1446-1461, May 2023. [doi]

Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral SeriationWeihang Dai, Yao Du, Hanru Bai, Kwang-Ting Cheng, Xiaomeng Li 0001. nips 2023: [doi]

Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT VolumesWeihang Dai, Xiaomeng Li 0001, Taihui Yu, Di Zhao, Jun Shen, Kwang-Ting Cheng. miccai 2023: 153-162 [doi]

SEDSkill: Surgical Events Driven Method for Skill Assessment from Thoracoscopic Surgical VideosXinpeng Ding, Xiaowei Xu 0004, Xiaomeng Li 0001. miccai 2023: 35-45 [doi]

Less Is More: Surgical Phase Recognition From Timestamp SupervisionXinpeng Ding, Xinjian Yan, Zixun Wang, Wei Zhao 0029, Jian Zhuang, Xiaowei Xu 0004, Xiaomeng Li 0001. tmi, 42(6):1897-1910, June 2023. [doi]

Federated Model Aggregation via Self-supervised Priors for Highly Imbalanced Medical Image ClassificationMarawan Elbatel, Hualiang Wang, Robert Martí, Huazhu Fu, Xiaomeng Li 0001. miccai 2023: 334-346 [doi]

Learning Deep Intensity Field for Extremely Sparse-View CBCT ReconstructionYiqun Lin, Zhongjin Luo, Wei Zhao 0029, Xiaomeng Li 0001. miccai 2023: 13-23 [doi]

CgAT: Center-Guided Adversarial Training for Deep Hashing-Based RetrievalXunguang Wang, Yiqun Lin, Xiaomeng Li 0001. WWW 2023: 3268-3277 [doi]

Spectrum and Style Transformation Framework for Omni-Domain COVID-19 DiagnosisZhenkun Wang, Shuangchun Gui, Xinpeng Ding, Xiaowei Hu 0001, Xiaowei Xu 0004, Xiaomeng Li 0001. tetci, 7(5):1527-1538, October 2023. [doi]

Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT ImagesLehan Wang, Weihang Dai, Mei Jin, Chubin Ou, Xiaomeng Li 0001. miccai 2023: 639-648 [doi]

DiffCMR: Fast Cardiac MRI Reconstruction with Diffusion Probabilistic ModelsTianqi Xiang, Wenjun Yue, Yiqun Lin, Jiewen Yang, Zhenkun Wang, Xiaomeng Li 0001. stacom-ws 2024: 380-389 [doi]

GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video SegmentationJiewen Yang, Xinpeng Ding, Ziyang Zheng, Xiaowei Xu 0004, Xiaomeng Li 0001. iccv 2023: 11844-11853 [doi]

GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video SegmentationZiyang Zheng, Jiewen Yang, Xinpeng Ding, Xiaowei Xu 0004, Xiaomeng Li 0001. miccai 2023: 78-88 [doi]

2022

Adaptive Contrast for Image Regression in Computer-Aided Disease AssessmentWeihang Dai, Xiaomeng Li 0001, Wan Hang Keith Chiu, Michael David Kuo, Kwang-Ting Cheng. tmi, 41(5):1255-1268, 2022. [doi]

Learning Shadow Correspondence for Video Shadow DetectionXinpeng Ding, Jingwen Yang, Xiaowei Hu 0001, Xiaomeng Li 0001. eccv 2022: 705-722 [doi]

Exploring Segment-Level Semantics for Online Phase Recognition From Surgical VideosXinpeng Ding, Xiaomeng Li 0001. tmi, 41(11):3309-3319, 2022. [doi]

Free Lunch for Surgical Video Understanding by Distilling Self-supervisionsXinpeng Ding, Ziwei Liu, Xiaomeng Li 0001. miccai 2022: 365-375 [doi]

Exploring Language Hierarchy for Video GroundingXinpeng Ding, Nannan Wang 0001, Shiwei Zhang, Ziyuan Huang, Xiaomeng Li 0001, Mingqian Tang, Tongliang Liu, Xinbo Gao 0001. TIP, 31:4693-4706, 2022. [doi]

Online Easy Example Mining for Weakly-Supervised Gland Segmentation from Histology ImagesYi Li, Yiduo Yu, Yiwen Zou, Tianqi Xiang, Xiaomeng Li 0001. miccai 2022: 578-587 [doi]

RSCFed: Random Sampling Consensus Federated Semi-supervised LearningXiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li 0001. cvpr 2022: 10144-10153 [doi]

Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee SegmentationYiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li 0001. miccai 2022: 109-118 [doi]

Semi-supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo LabelsWanqin Ma, Huifeng Yao, Yiqun Lin, Jiarong Guo, Xiaomeng Li 0001. stacom-ws 2022: 383-391 [doi]

Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image SegmentationHuifeng Yao, Xiaowei Hu 0001, Xiaomeng Li 0001. AAAI 2022: 3099-3107 [doi]

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