Xiaomeng Li

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 61

Top Topics

Random Sampling

Autonomous Driving

Tumor Segmentation

Semantic Segmentation

Top Venues

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Xinpeng Ding, Jianhua Han, Hang Xu, Xiaodan Liang, Wei Zhang, Xiaomeng Li
Holistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models. CoRR (2024)
Chenyi Zhou, Hualiang Wang, Xiaomeng Li, Wanlu Liu, Zuozhu Liu
Multimodal Survival Ensemble Network: Integrating Genomic and Histopathological Insights for Enhanced Cancer Prognosis. ICASSP (2024)
Marawan Elbatel, Robert Martí, Xiaomeng Li
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition. IEEE Trans. Medical Imaging 43 (3) (2024)
Kendall Schmidt, Ben Bearce, Ken Chang, Laura Coombs, Keyvan Farahani, Marawan Elbatel, Kaouther Mouhebe, Robert Marti, Ruipeng Zhang, Yao Zhang, Yanfeng Wang, Yaojun Hu, Haochao Ying, Yuyang Xu, Conrad Testagrose, Mutlu Demirer, Vikash Gupta, Ünal Akünal, Markus Bujotzek, Klaus H. Maier-Hein, Yi Qin, Xiaomeng Li, Jayashree Kalpathy-Cramer, Holger R. Roth
Fair Evaluation of Federated Learning Algorithms for Automated Breast Density Classification: The Results of the 2022 ACR-NCI-NVIDIA Federated Learning Challenge. CoRR (2024)
Chuang Zhao, Hongke Zhao, Xiaomeng Li, Ming He, Jiahui Wang, Jianping Fan
Cross-Domain Recommendation via Progressive Structural Alignment. IEEE Trans. Knowl. Data Eng. 36 (6) (2024)
Muhammad Alberb, Marawan Elbatel, Aya Elgebaly, Ricardo Montoya-del-Angel, Xiaomeng Li, Robert Martí
CoMoTo: Unpaired Cross-Modal Lesion Distillation Improves Breast Lesion Detection in Tomosynthesis. CoRR (2024)
Yiqun Lin, Liang Pan, Yi Li, Ziwei Liu, Xiaomeng Li
Exploiting Hierarchical Interactions for Protein Surface Learning. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Kendall Schmidt, Benjamin Bearce, Ken Chang, Laura Coombs, Keyvan Farahani, Marawan Elbatel, Kaouther Mouhebe, Robert Marti, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Yaojun Hu, Haochao Ying, Yuyang Xu, Conrad Testagrose, Mutlu Demirer, Vikash Gupta, Ünal Akünal, Markus Bujotzek, Klaus H. Maier-Hein, Yi Qin, Xiaomeng Li, Jayashree Kalpathy-Cramer, Holger R. Roth
Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge. Medical Image Anal. 95 (2024)
Marawan Elbatel, Konstantinos Kamnitsas, Xiaomeng Li
An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis. CoRR (2024)
Xingbo Dong, Jiewen Yang, Andrew Beng Jin Teoh, Dahai Yu, Xiaomeng Li, Zhe Jin
Video-based face outline recognition. Pattern Recognit. 152 (2024)
Chuang Zhao, Hongke Zhao, Ming He, Xiaomeng Li, Jianping Fan
Cross-domain Transfer of Valence Preferences via a Meta-optimization Approach. CoRR (2024)
Yiqun Lin, Jiewen Yang, Hualiang Wang, Xinpeng Ding, Wei Zhao, Xiaomeng Li
C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction. CoRR (2024)
Huimin Wu, Xiaomeng Li, Yiqun Lin, Kwang-Ting Cheng
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation. CoRR (2023)
Yiqun Lin, Zhongjin Luo, Wei Zhao, Xiaomeng Li
Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction. MICCAI (10) (2023)
Xunguang Wang, Yiqun Lin, Xiaomeng Li
CgAT: Center-Guided Adversarial Training for Deep Hashing-Based Retrieval. WWW (2023)
Lehan Wang, Weihang Dai, Mei Jin, Chubin Ou, Xiaomeng Li
Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images. CoRR (2023)
Weihang Dai, Xiaomeng Li, Taihui Yu, Di Zhao, Jun Shen, Kwang-Ting Cheng
Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes. CoRR (2023)
Huimin Wu, Xiaomeng Li, Yiqun Lin, Kwang-Ting Cheng
Compete to Win: Enhancing Pseudo Labels for Barely-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging 42 (11) (2023)
Tianqi Xiang, Wenjun Yue, Yiqun Lin, Jiewen Yang, Zhenkun Wang, Xiaomeng Li
DiffCMR: Fast Cardiac MRI Reconstruction with Diffusion Probabilistic Models. STACOM@MICCAI (2023)
Weihang Dai, Xiaomeng Li, Taihui Yu, Di Zhao, Jun Shen, Kwang-Ting Cheng
Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes. MICCAI (7) (2023)
Xinpeng Ding, Jianhua Han, Hang Xu, Wei Zhang, Xiaomeng Li
HiLM-D: Towards High-Resolution Understanding in Multimodal Large Language Models for Autonomous Driving. CoRR (2023)
Weihang Dai, Xiaomeng Li, Kwang-Ting Cheng
Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks. CoRR (2023)
Ziyang Zheng, Jiewen Yang, Xinpeng Ding, Xiaowei Xu, Xiaomeng Li
GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation. CoRR (2023)
Jiewen Yang, Xinpeng Ding, Ziyang Zheng, Xiaowei Xu, Xiaomeng Li
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation. ICCV (2023)
Xinpeng Ding, Xiaowei Xu, Xiaomeng Li
SEDSkill: Surgical Events Driven Method for Skill Assessment from Thoracoscopic Surgical Videos. MICCAI (9) (2023)
Lehan Wang, Weihang Dai, Mei Jin, Chubin Ou, Xiaomeng Li
Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images. MICCAI (7) (2023)
Yiqun Lin, Zhongjin Luo, Wei Zhao, Xiaomeng Li
Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction. CoRR (2023)
Marawan Elbatel, Hualiang Wang, Robert Martí, Huazhu Fu, Xiaomeng Li
Federated Model Aggregation via Self-supervised Priors for Highly Imbalanced Medical Image Classification. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Zhenkun Wang, Shuangchun Gui, Xinpeng Ding, Xiaowei Hu, Xiaowei Xu, Xiaomeng Li
Spectrum and Style Transformation Framework for Omni-Domain COVID-19 Diagnosis. IEEE Trans. Emerg. Top. Comput. Intell. 7 (5) (2023)
Jiewen Yang, Xinpeng Ding, Ziyang Zheng, Xiaowei Xu, Xiaomeng Li
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation. CoRR (2023)
Xiaowei Xu, Qianjun Jia, Haiyun Yuan, Hailong Qiu, Yuhao Dong, Wen Xie, Zeyang Yao, Jiawei Zhang, Zhiqaing Nie, Xiaomeng Li, Yiyu Shi, James Y. Zou, Meiping Huang, Jian Zhuang
A clinically applicable AI system for diagnosis of congenital heart diseases based on computed tomography images. Medical Image Anal. 90 (2023)
Xinpeng Ding, Xinjian Yan, Zixun Wang, Wei Zhao, Jian Zhuang, Xiaowei Xu, Xiaomeng Li
Less Is More: Surgical Phase Recognition From Timestamp Supervision. IEEE Trans. Medical Imaging 42 (6) (2023)
Weihang Dai, Yao Du, Hanru Bai, Kwang-Ting Cheng, Xiaomeng Li
Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation. NeurIPS (2023)
Weihang Dai, Xiaomeng Li, Kwang-Ting Cheng
Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks. AAAI (2023)
Ziyang Zheng, Jiewen Yang, Xinpeng Ding, Xiaowei Xu, Xiaomeng Li
GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation. MICCAI (4) (2023)
Tianqi Xiang, Wenjun Yue, Yiqun Lin, Jiewen Yang, Zhenkun Wang, Xiaomeng Li
DiffCMR: Fast Cardiac MRI Reconstruction with Diffusion Probabilistic Models. CoRR (2023)
Weihang Dai, Xiaomeng Li, Xinpeng Ding, Kwang-Ting Cheng
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction From Echocardiogram Videos. IEEE Trans. Medical Imaging 42 (5) (2023)
Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland H. Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev-Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivanti, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Miriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi-Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Grün, Xu Han, Pheng-Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae-Hun Kim, Sungwoong Kim, Simon Kohl, Tomasz K. Konopczynski, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John S. Lowengrub, Jun Ma, Klaus H. Maier-Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Jin Qi, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasua, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon Chun-Ho Yu, Yading Yuan, Miao Yue, Liping Zhang, Manuel Jorge Cardoso, Spyridon Bakas, Rickmer Braren, Volker Heinemann, Christopher Pal, An Tang, Samuel Kadoury, Luc Soler, Bram van Ginneken, Hayit Greenspan, Leo Joskowicz, Bjoern H. Menze
The Liver Tumor Segmentation Benchmark (LiTS). Medical Image Anal. 84 (2023)
Jianhong Bai, Zuozhu Liu, Hualiang Wang, Ruizhe Chen, Lianrui Mu, Xiaomeng Li, Joey Tianyi Zhou, Yang Feng, Jian Wu, Haoji Hu
Towards Distribution-Agnostic Generalized Category Discovery. CoRR (2023)
Yi Li, Huifeng Yao, Hualiang Wang, Xiaomeng Li
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation. CoRR (2022)
Xinpeng Ding, Xiaomeng Li
Exploring Segment-Level Semantics for Online Phase Recognition From Surgical Videos. IEEE Trans. Medical Imaging 41 (11) (2022)
Xinpeng Ding, Jingweng Yang, Xiaowei Hu, Xiaomeng Li
Learning Shadow Correspondence for Video Shadow Detection. CoRR (2022)
Wanqin Ma, Huifeng Yao, Yiqun Lin, Jiarong Guo, Xiaomeng Li
Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo Labels. CoRR (2022)
Yi Li, Yiqun Duan, Zhanghui Kuang, Yimin Chen, Wayne Zhang, Xiaomeng Li
Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation. AAAI (2022)
Huifeng Yao, Xiaowei Hu, Xiaomeng Li
Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image Segmentation. AAAI (2022)
Xiaomeng Li, Hongyu Ren, Huifeng Yao, Ziwei Liu
TripleE: Easy Domain Generalization via Episodic Replay. CoRR (2022)
Yi Li, Yiduo Yu, Yiwen Zou, Tianqi Xiang, Xiaomeng Li
Online Easy Example Mining for Weakly-Supervised Gland Segmentation from Histology Images. MICCAI (4) (2022)
Xinpeng Ding, Ziwei Liu, Xiaomeng Li
Free Lunch for Surgical Video Understanding by Distilling Self-supervisions. MICCAI (8) (2022)
Weihang Dai, Xiaomeng Li, Wan Hang Keith Chiu, Michael David Kuo, Kwang-Ting Cheng
Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment. IEEE Trans. Medical Imaging 41 (5) (2022)
Wanqin Ma, Huifeng Yao, Yiqun Lin, Jiarong Guo, Xiaomeng Li
Semi-supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo Labels. STACOM@MICCAI (2022)
Xinpeng Ding, Ziwei Liu, Xiaomeng Li
Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions. CoRR (2022)
Xinpeng Ding, Nannan Wang, Shiwei Zhang, Ziyuan Huang, Xiaomeng Li, Mingqian Tang, Tongliang Liu, Xinbo Gao
Exploring Language Hierarchy for Video Grounding. IEEE Trans. Image Process. 31 (2022)
Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation. CoRR (2022)
Xinpeng Ding, Jingwen Yang, Xiaowei Hu, Xiaomeng Li
Learning Shadow Correspondence for Video Shadow Detection. ECCV (17) (2022)
Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li
RSCFed: Random Sampling Consensus Federated Semi-supervised Learning. CoRR (2022)
Chu Han, Xipeng Pan, Lixu Yan, Huan Lin, Bingbing Li, Su Yao, Shanshan Lv, Zhenwei Shi, Jinhai Mai, Jiatai Lin, Bingchao Zhao, Zeyan Xu, Zhizhen Wang, Yumeng Wang, Yuan Zhang, Huihui Wang, Chao Zhu, Chunhui Lin, Lijian Mao, Min Wu, Luwen Duan, Jingsong Zhu, Dong Hu, Zijie Fang, Yang Chen, Yongbing Zhang, Yi Li, Yiwen Zou, Yiduo Yu, Xiaomeng Li, Haiming Li, Yanfen Cui, Guoqiang Han, Yan Xu, Jun Xu, Huihua Yang, Chunming Li, Zhenbing Liu, Cheng Lu, Xin Chen, Changhong Liang, Qingling Zhang, Zaiyi Liu
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma. CoRR (2022)
Yi Li, Hualiang Wang, Yiqun Duan, Hang Xu, Xiaomeng Li
Exploring Visual Interpretability for Contrastive Language-Image Pre-training. CoRR (2022)
Yi Li, Yiduo Yu, Yiwen Zou, Tianqi Xiang, Xiaomeng Li
Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images. CoRR (2022)
Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li
RSCFed: Random Sampling Consensus Federated Semi-supervised Learning. CVPR (2022)
Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation. MICCAI (8) (2022)
Xinpeng Ding, Nannan Wang, Shiwei Zhang, De Cheng, Xiaomeng Li, Ziyuan Huang, Mingqian Tang, Xinbo Gao
Support-Set Based Cross-Supervision for Video Grounding. ICCV (2021)