| 2025 | CVPR | Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models. | Yankai Jiang, Peng Zhang, Donglin Yang, Yuan Tian, Hai Lin, Xiaosong Wang |
| 2025 | CVPR | Multi-modal Vision Pre-training for Medical Image Analysis. | Shaohao Rui, Lingzhi Chen, Zhenyu Tang, Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang |
| 2025 | CVPR | Towards All-in-One Medical Image Re-Identification. | Yuan Tian, Kaiyuan Ji, Rongzhao Zhang, Yankai Jiang, Chunyi Li, Xiaosong Wang, Guangtao Zhai |
| 2025 | ICCV | Semantics Versus Identity: A Divide-and-Conquer Approach Towards Adjustable Medical Image De-Identification. | Yuan Tian, Shuo Wang, Rongzhao Zhang, Zijian Chen, Yankai Jiang, Chunyi Li, Xiangyang Zhu, Fang Yan, Qiang Hu, Xiaosong Wang, Guangtao Zhai |
| 2025 | ISCAS | A novel current-balanced adaptive zero current detection scheme for Buck DC-DC converter. | Kai Shan Zheng, Li Niu, Ying Hou, Xiaosong Wang, Yu Liu |
| 2025 | MICCAI | A Composite Alignment-Aware Framework for Myocardial Lesion Segmentation in Multi-sequence CMR Images. | Yifan Gao, Shaohao Rui, Haoyang Su, Jinyi Xiang, Lian-Ming Wu, Xiaosong Wang |
| 2025 | MICCAI | Dynamic Hyperparameter Adjustment via Reinforcement Learning in Asynchronous Federated Learning for Medical Image Analysis. | Shuang Gu, Zhenyu Tang, Song Qiu, Xiaosong Wang |
| 2025 | MICCAI | CTSL: Codebook-Based Temporal-Spatial Learning for Accurate Non-contrast Cardiac Risk Prediction Using Cine MRIs. | Haoyang Su, Shaohao Rui, Jinyi Xiang, Lian-Ming Wu, Xiaosong Wang |
| 2025 | MICCAI | Reasoning-Enhanced Vision-Language Model for Interpretable Diabetic Retinopathy Detection in Ultra-Wide-Field Fundus Images. | Zhenyu Tang, Lingzhi Chen, Lilong Wang, Yankai Jiang, Jun Li, Xiaosong Wang |
| 2025 | UIST | CAnnotator: Photo-Guided Color Annotation for Degraded Ancient Paintings. | Tan Tang, Yanhong Wu, Yihan Gao, Junming Gao, Songela Nur, Buwei Zhou, Yuchen Lin, Yingcai Wu, Xiaosong Wang, Xiaojiao Chen |
| 2024 | ADMA | Optimizing Recreation in Yellow River Mouth Park Based on Reference-Dependent Analysis. | Qin Gao, Linke Qin, Hao Meng, Jun Shen, Xiaosong Wang, Songsong Cui, Zhenrui Li |
| 2024 | ECCV | Pathology-Knowledge Enhanced Multi-instance Prompt Learning for Few-Shot Whole Slide Image Classification. | Linhao Qu, Dingkang Yang, Dan Huang, Qinhao Guo, Rongkui Luo, Shaoting Zhang, Xiaosong Wang |
| 2024 | ISCAS | A 6-W AC-Coupled, Two-Step Incremental ∆Σ ADC for High-Density Neural Recording. | Xiangwei Zhang, Wenhao Liu, Han Yang, Ying Hou, Xiaosong Wang, Yu Liu |
| 2024 | MICCAI | Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations. | Linhao Qu, Dan Huang, Shaoting Zhang, Xiaosong Wang |
| 2024 | MICCAI | BrainSCK: Brain Structure and Cognition Alignment via Knowledge Injection and Reactivation for Diagnosing Brain Disorders. | Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang |
| 2024 | WACV | Learning Quality Labels for Robust Image Classification. | Xiaosong Wang, Ziyue Xu, Dong Yang, Leo K. Tam, Holger Roth, Daguang Xu |
| 2023 | MICCAI | Text-Guided Foundation Model Adaptation for Pathological Image Classification. | Yunkun Zhang, Jin Gao, Mu Zhou, Xiaosong Wang, Yu Qiao, Shaoting Zhang, Dequan Wang |
| 2023 | UIST | PColorizor: Re-coloring Ancient Chinese Paintings with Ideorealm-congruent Poems. | Tan Tang, Yanhong Wu, Peiquan Xia, Wange Wu, Xiaosong Wang, Yingcai Wu |
| 2022 | ISCAS | A 2MHz CMOS Active Rectifier With PWM Mode Adaptive On/Off Delay Compensation for Wireless Power Transfer Systems. | Kai Shan Zheng, Xin Liu, Qian Su, Xiaosong Wang, Yu Liu |
| 2022 | MICCAI | RemixFormer: A Transformer Model for Precision Skin Tumor Differential Diagnosis via Multi-modal Imaging and Non-imaging Data. | Jing Xu, Yuan Gao, Wei Liu, Kai Huang, Shuang Zhao, Le Lu, Xiaosong Wang, Xian-Sheng Hua, Yu Wang, Xiang Chen |
| 2022 | MICCAI | Clinical-Realistic Annotation for Histopathology Images with Probabilistic Semi-supervision: A Worst-Case Study. | Ziyue Xu, Andriy Myronenko, Dong Yang, Holger R. Roth, Can Zhao, Xiaosong Wang, Daguang Xu |
| 2021 | ICCV | T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging. | Dong Yang, Andriy Myronenko, Xiaosong Wang, Ziyue Xu, Holger R. Roth, Daguang Xu |
| 2021 | IPEC | Research on Employment and Entrepreneurship Education in Universities. | Xinggang Wang, Chuang Hu, Fang Fang, Mingdan Han, Xiaosong Wang |
| 2021 | IPEC | Research on the Reform of Classroom Ideology and Politics Construction. | Xinggang Wang, Xiaosong Wang, Mingdan Han, Fang Fang, Chuang Hu, Lang Huang |
| 2021 | MICCAI | Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports. | Riddhish Bhalodia, Ali Hatamizadeh, Leo K. Tam, Ziyue Xu, Xiaosong Wang, Evrim Turkbey, Daguang Xu |
| 2021 | MICCAI | Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures. | Holger R. Roth, Dong Yang, Wenqi Li, Andriy Myronenko, Wentao Zhu, Ziyue Xu, Xiaosong Wang, Daguang Xu |
| 2020 | AAAI | When Radiology Report Generation Meets Knowledge Graph. | Yixiao Zhang, Xiaosong Wang, Ziyue Xu, Qihang Yu, Alan L. Yuille, Daguang Xu |
| 2020 | MICCAI | Weakly Supervised One-Stage Vision and Language Disease Detection Using Large Scale Pneumonia and Pneumothorax Studies. | Leo K. Tam, Xiaosong Wang, Evrim Turkbey, Kevin Lu, Yuhong Wen, Daguang Xu |
| 2019 | MICCAI | Weakly Supervised Segmentation from Extreme Points. | Holger Roth, Ling Zhang, Dong Yang, Fausto Milletari, Ziyue Xu, Xiaosong Wang, Daguang Xu |
| 2019 | MICCAI | Interactive 3D Segmentation Editing and Refinement via Gated Graph Neural Networks. | Xiaosong Wang, Ling Zhang, Holger Roth, Daguang Xu, Ziyue Xu |
| 2019 | MICCAI | Tunable CT Lung Nodule Synthesis Conditioned on Background Image and Semantic Features. | Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Holger Roth, Dong Yang, Fausto Milletari, Ling Zhang, Daguang Xu |
| 2018 | CVPR | TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays. | Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Ronald M. Summers |
| 2018 | CVPR | Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database. | Ke Yan, Xiaosong Wang, Le Lu, Ling Zhang, Adam P. Harrison, Mohammadhadi Bagheri, Ronald M. Summers |
| 2018 | MICCAI | Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs. | Yuxing Tang, Xiaosong Wang, Adam P. Harrison, Le Lu, Jing Xiao, Ronald M. Summers |
| 2017 | AMIA | Text Mining Radiology Reports for Deep Learning Radiology Images. | Yifan Peng, Xiaosong Wang, Le Lu, Mohammadhadi Bagheri, Ronald M. Summers, Zhiyong Lu |
| 2017 | CVPR | ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases. | Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers |
| 2017 | WACV | Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition. | Xiaosong Wang, Le Lu, Hoo-Chang Shin, Lauren Kim, Mohammadhadi Bagheri, Isabella Nogues, Jianhua Yao, Ronald M. Summers |
| 2016 | MICCAI | Automatic Lymph Node Cluster Segmentation Using Holistically-Nested Neural Networks and Structured Optimization in CT Images. | Isabella Nogues, Le Lu, Xiaosong Wang, Holger Roth, Gedas Bertasius, Nathan Lay, Jianbo Shi, Yohannes Tsehay, Ronald M. Summers |
| 2011 | ICASSP | Phase-sensitive speech enhancement for cochlear implant processing. | Pourya S. Jafari, Hou-Yong Kang, Xiaosong Wang, Qian-Jie Fu, Hui Jiang |
| 2010 | ECCV | Archive Film Restoration Based on Spatiotemporal Random Walks. | Xiaosong Wang, Majid Mirmehdi |
| 2009 | BMVC | HMM based Archive Film Defect Detection with Spatial and Temporal Constraints. | Xiaosong Wang, Majid Mirmehdi |