| 2026 | AAAI | Flowing Backwards: Improving Normalizing Flows via Reverse Representation Alignment. | Yang Chen, Xiaowei Xu, Shuai Wang, Chenhui Zhu, Ruxue Wen, Xubin Li, Tiezheng Ge, Limin Wang |
| 2025 | DASFAA | ACA-Net: Future Graph Learning for Logistical Demand-Supply Forecasting. | Jiacheng Shi, Haibin Wei, Jiang Wang, Xiaowei Xu, Longzhi Du, Taixu Jiang |
| 2025 | IJCNN | Attention Ensemble based Whole Heart and Great Vessel Segmentation for Surgical Planning of Total Anomalous Pulmonary Venous Connections. | Erlei Zhang, Weihao Chen, Jinglei Li, Xiaowei Xu |
| 2025 | MICCAI | UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound. | Junxuan Yu, Yaofei Duan, Yuhao Huang, Yu Wang, Rongbo Ling, Weihao Luo, Ang Zhang, Jingxian Xu, Qiongying Ni, Yongsong Zhou, Binghan Li, Haoran Dou, Liping Liu, Yanfen Chu, Feng Geng, Zhe Sheng, Zhifeng Ding, Dingxin Zhang, Rui Huang, Yuhang Zhang, Xiaowei Xu, Tao Tan, Dong Ni, Zhongshan Gou, Xin Yang |
| 2025 | VTC | mmTracking: Trajectory Tracking for Uplink mmWave Devices with Multi-Path Doppler Difference of Arrival. | Cheng Lin, Chao Yu, Xiaowei Xu, Rui Wang |
| 2024 | APWEB | Watch Your Words: Successfully Jailbreak LLM by Mitigating the "Prompt Malice". | Xiaowei Xu, Yixiao Xu, Xiong Chen, Peng Chen, Mohan Li, Yanbin Sun |
| 2024 | ECCV | CardiacNet: Learning to Reconstruct Abnormalities for Cardiac Disease Assessment from Echocardiogram Videos. | Jiewen Yang, Yiqun Lin, Bin Pu, Jiarong Guo, Xiaowei Xu, Xiaomeng Li |
| 2024 | ECCV | Contrastive Learning with Synthetic Positives. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Yiyu Shi |
| 2024 | ICASSP | Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks. | Erlei Zhang, Weihao Chen, Xiaowei Xu, Zhicheng Zhang, Jinglei Li |
| 2024 | ICPR | Fusion of Machine Learning and Deep Neural Networks for Pulmonary Arteries and Veins Segmentation in Lung Cancer Surgery Planning. | Hongyu Cheng, Limin Zheng, Zeyu Yan, Haoran Zhang, Bo Meng, Xiaowei Xu |
| 2024 | IJCNN | BNS-Net: A Dual-Channel Sarcasm Detection Method Considering Behavior-Level and Sentence-Level Conflicts. | Liming Zhou, Xiaowei Xu, Xiaodong Wang |
| 2024 | MICCAI | Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. | Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang |
| 2024 | MICCAI | Enhance Multi-modal and Multi-center Whole Heart Segmentation Using Data Augmentation and Model Calibration. | Charlie Tran, Andy Li, Aaron Espinoza, Sayem Kamal, Anoushka Samuel, Charles Jiang, Jian Zhuang, Yiyu Shi, Xiaowei Xu |
| 2023 | ACML | Automatic Segmentation of Aortic and Mitral Valves for Heart Surgical Planning of Hypertrophic Obstructive Cardiomyopathy. | Limin Zheng, Hongyu Chen, Lu Qing, Jian Zhuang, Bo Meng, Xiaowei Xu |
| 2023 | ASPDAC | Quantization through Search: A Novel Scheme to Quantize Convolutional Neural Networks in Finite Weight Space. | Qing Lu, Weiwen Jiang, Xiaowei Xu, Jingtong Hu, Yiyu Shi |
| 2023 | BMVC | Enhance Regional Wall Segmentation by Style Transfer for Regional Wall Motion Assessment. | Kaikai Liu, Yiyu Shi, Jian Zhuang, Meiping Huang, Hongwen Fei, Boyang Li, Jin Hong, Qing Lu, Erlei Zhang, Xiaowei Xu |
| 2023 | ICAART | MRNN: A Multi-Resolution Neural Network with Duplex Attention for Deep Ad-Hoc Retrieval. | Tolgahan Cakaloglu, Xiaowei Xu, Roshith Raghavan |
| 2023 | ICCV | GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation. | Jiewen Yang, Xinpeng Ding, Ziyang Zheng, Xiaowei Xu, Xiaomeng Li |
| 2023 | MICCAI | SEDSkill: Surgical Events Driven Method for Skill Assessment from Thoracoscopic Surgical Videos. | Xinpeng Ding, Xiaowei Xu, Xiaomeng Li |
| 2023 | MICCAI | MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans. | Xueyang Li, Han Xiao, Weixiang Weng, Xiaowei Xu, Yiyu Shi |
| 2023 | MICCAI | Additional Positive Enables Better Representation Learning for Medical Images. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi |
| 2023 | MICCAI | GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation. | Ziyang Zheng, Jiewen Yang, Xinpeng Ding, Xiaowei Xu, Xiaomeng Li |
| 2023 | TrustCom | SATBA: An Invisible Backdoor Attack Based on Spatial Attention. | Huasong Zhou, Xiaowei Xu, Xiaodong Wang, Leon Bevan Bullock |
| 2022 | CSCWD | Build Simulation Platform in Real Logistics Scenario and Optimization Based on Reinforcement Learning. | Haowei Zhang, Xiaowei Xu, Zhaoyan Yan, Tingting Yu, Yan Li, Feng Wang |
| 2022 | ICAART | EmBoost: Embedding Boosting to Learn Multilevel Abstract Text Representation for Document Retrieval. | Tolgahan Cakaloglu, Xiaowei Xu, Roshith Raghavan |
| 2022 | IJCNN | LSGC: An Interactive Text Matching Model Combined with Enhanced Encoding. | Chenglin Wang, Xiaowei Xu, Zhimin Wei, Wei Zhang, Zhenyu Liu |
| 2022 | MICCAI | RT-DNAS: Real-Time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation. | Qing Lu, Xiaowei Xu, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, Yiyu Shi |
| 2022 | MICCAI | FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. | Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu |
| 2021 | AAAI | C2F-FWN: Coarse-to-Fine Flow Warping Network for Spatial-Temporal Consistent Motion Transfer. | Dongxu Wei, Xiaowei Xu, Haibin Shen, Kejie Huang |
| 2021 | DAC | Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. | Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi |
| 2021 | ICASSP | Pyramid U-Net for Retinal Vessel Segmentation. | Jiawei Zhang, Yanchun Zhang, Xiaowei Xu |
| 2021 | IJCNN | ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation. | Jiawei Zhang, Yanchun Zhang, Xiaowei Xu |
| 2021 | ICTAI | Global Attention Augmentation Ghost Module: More Features from Lightweight Global Attention Extraction. | Hongru Liu, Zhezhou Yu, Xiaowei Xu, Yuanyuan Guan, Boxiang Zhang, Wenhui Li |
| 2021 | MICCAI | Semi-supervised Contrastive Learning for Label-Efficient Medical Image Segmentation. | Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi |
| 2021 | MICCAI | EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis. | Tianchen Wang, Zhihe Li, Meiping Huang, Jian Zhuang, Shanshan Bi, Jiawei Zhang, Yiyu Shi, Hongwen Fei, Xiaowei Xu |
| 2021 | MICCAI | Positional Contrastive Learning for Volumetric Medical Image Segmentation. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi |
| 2020 | CVPR | What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation. | Jiahua Dong, Yang Cong, Gan Sun, Bineng Zhong, Xiaowei Xu |
| 2020 | ECCV | CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation. | Jiahua Dong, Yang Cong, Gan Sun, Yuyang Liu, Xiaowei Xu |
| 2020 | ICCAD | Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. | Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi |
| 2020 | MICCAI | BUNET: Blind Medical Image Segmentation Based on Secure UNET. | Song Bian, Xiaowei Xu, Weiwen Jiang, Yiyu Shi, Takashi Sato |
| 2020 | MICCAI | Joint Clinical Data and CT Image Based Prognosis: A Case Study on Postoperative Pulmonary Venous Obstruction Prediction. | Xinrong Hu, Zeyang Yao, Furong Liu, Wen Xie, Hailong Qiu, Haoyu Dong, Qianjun Jia, Meiping Huang, Jian Zhuang, Xiaowei Xu, Yiyu Shi |
| 2020 | MICCAI | Orchestrating Medical Image Compression and Remote Segmentation Networks. | Zihao Liu, Sicheng Li, Yen-Kuang Chen, Tao Liu, Qi Liu, Xiaowei Xu, Yiyu Shi, Wujie Wen |
| 2020 | MICCAI | ICA-UNet: ICA Inspired Statistical UNet for Real-Time 3D Cardiac Cine MRI Segmentation. | Tianchen Wang, Xiaowei Xu, Jinjun Xiong, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi |
| 2020 | MICCAI | ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease. | Xiaowei Xu, Tianchen Wang, Jian Zhuang, Haiyun Yuan, Meiping Huang, Jianzheng Cen, Qianjun Jia, Yuhao Dong, Yiyu Shi |
| 2020 | RCIS | Text Embeddings for Retrieval from a Large Knowledge Base. | Tolgahan Cakaloglu, Christian Szegedy, Xiaowei Xu |
| 2019 | AAAI | SCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection. | Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi |
| 2019 | CVPR | Exploiting Computation Power of Blockchain for Biomedical Image Segmentation. | Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung, Yiyu Shi |
| 2019 | CVPR | Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. | Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang |
| 2019 | MICCAI | MSU-Net: Multiscale Statistical U-Net for Real-Time 3D Cardiac MRI Video Segmentation. | Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Meng Jiang, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi |
| 2019 | MICCAI | Whole Heart and Great Vessel Segmentation in Congenital Heart Disease Using Deep Neural Networks and Graph Matching. | Xiaowei Xu, Tianchen Wang, Yiyu Shi, Haiyun Yuan, Qianjun Jia, Meiping Huang, Jian Zhuang |
| 2018 | AAAI | Active Lifelong Learning With "Watchdog". | Gan Sun, Yang Cong, Xiaowei Xu |
| 2018 | CVPR | Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. | Xiaowei Xu, Qing Lu, Lin Yang, Xiaobo Sharon Hu, Danny Z. Chen, Yu Hu, Yiyu Shi |
| 2018 | ICDM | Clustered Lifelong Learning Via Representative Task Selection. | Gan Sun, Yang Cong, Yu Kong, Xiaowei Xu |
| 2018 | ICPR | Online Low-Rank Metric Learning via Parallel Coordinate Descent Method. | Gan Sun, Yang Cong, Qiang Wang, Xiaowei Xu |
| 2017 | DAC | An Efficient Memristor-based Distance Accelerator for Time Series Data Mining on Data Centers. | Xiaowei Xu, Dewen Zeng, Wenyao Xu, Yiyu Shi, Yu Hu |
| 2017 | ICCAD | Edge segmentation: Empowering mobile telemedicine with compressed cellular neural networks. | Xiaowei Xu, Qing Lu, Tianchen Wang, Jinglan Liu, Cheng Zhuo, Xiaobo Sharon Hu, Yiyu Shi |
| 2017 | ICDM | AnySCAN: An Efficient Anytime Framework with Active Learning for Large-Scale Network Clustering. | Weizhong Zhao, Gang Chen, Xiaowei Xu |
| 2017 | ISADS | Dynamic Resource Allocation Algorithm for Container-Based Service Computing. | Ye Tao, Xiaodong Wang, Xiaowei Xu, Yinong Chen |
| 2016 | CHASE | Sensing from the Bottom: Smart Insole Enabled Patient Handling Activity Recognition Through Manifold Learning. | Feng Lin, Chen Song, Xiaowei Xu, Lora Cavuoto, Wenyao Xu |
| 2013 | AINA | h-MapReduce: A Framework for Workload Balancing in MapReduce. | Venkata Swamy Martha, Weizhong Zhao, Xiaowei Xu |
| 2013 | AINA | PSCAN: A Parallel Structural Clustering Algorithm for Big Networks in MapReduce. | Weizhong Zhao, Venkata Swamy Martha, Xiaowei Xu |
| 2008 | DASFAA | Supporting Keyword Queries on Structured Databases with Limited Search Interfaces. | Nurcan Yuruk, Xiaowei Xu, Chen Li, Jeffrey Xu Yu |
| 2007 | DaWaK | A Novel Similarity-Based Modularity Function for Graph Partitioning. | Zhidan Feng, Xiaowei Xu, Nurcan Yuruk, Thomas A. J. Schweiger |
| 2007 | ICDM | A Divisive Hierarchical Structural Clustering Algorithm for Networks. | Nurcan Yuruk, Mutlu Mete, Xiaowei Xu, Thomas A. J. Schweiger |
| 2007 | KDD | SCAN: a structural clustering algorithm for networks. | Xiaowei Xu, Nurcan Yuruk, Zhidan Feng, Thomas A. J. Schweiger |
| 2006 | ICDM | Head and Neck Cancer Detection in Histopathological Slides. | Mutlu Mete, Xiaowei Xu, Chun-Yang Fan, Gal Shafirstein |
| 2005 | SAC | Mining concept associations for knowledge discovery in large textual databases. | Xiaowei Xu, Mutlu Mete, Nurcan Yuruk |
| 2003 | ECIR | A Hybrid Relevance-Feedback Approach to Text Retrieval. | Zhao Xu, Xiaowei Xu, Kai Yu, Volker Tresp |
| 2003 | ECIR | Representative Sampling for Text Classification Using Support Vector Machines. | Zhao Xu, Kai Yu, Volker Tresp, Xiaowei Xu, Jizhi Wang |
| 2002 | CIKM | Removing redundancy and inconsistency in memory-based collaborative filtering. | Kai Yu, Xiaowei Xu, Anton Schwaighofer, Volker Tresp, Hans-Peter Kriegel |
| 2002 | ICPR | Uniformity Testing Using Minimal Spanning Tree. | Anil K. Jain, Xiaowei Xu, Tin Kam Ho, Fan Xiao |
| 2002 | KDD | Frequent term-based text clustering. | Florian Beil, Martin Ester, Xiaowei Xu |
| 2002 | SDM | Instance Selection Techniques for Memory-based Collaborative Filtering. | Kai Yu, Xiaowei Xu, Jianjua Tao, Martin Ester, Hans-Peter Kriegel |
| 2001 | CIKM | Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering. | Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel |
| 2000 | DaWaK | Optimal Multidimensional Query Processing Using Tree Striping. | Stefan Berchtold, Christian Bhm, Daniel A. Keim, Hans-Peter Kriegel, Xiaowei Xu |
| 1999 | IJCNN | Clustering-regression-ordering steps for knowledge discovery in spatial databases. | Aleksandar Lazarevic, Xiaowei Xu, Tim Fiez, Zoran Obradovic |
| 1998 | ICDE | A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases. | Xiaowei Xu, Martin Ester, Hans-Peter Kriegel, Jrg Sander |
| 1998 | VLDB | Incremental Clustering for Mining in a Data Warehousing Environment. | Martin Ester, Hans-Peter Kriegel, Jrg Sander, Michael Wimmer, Xiaowei Xu |
| 1997 | KDD | Density-Connected Sets and their Application for Trend Detection in Spatial Databases. | Martin Ester, Hans-Peter Kriegel, Jrg Sander, Xiaowei Xu |
| 1996 | KDD | A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. | Martin Ester, Hans-Peter Kriegel, Jrg Sander, Xiaowei Xu |
| 1995 | BTW | Formbasierte Suche nach komplementren 3D-Oberflchen in einer Protein-Datenbank. | Martin Ester, Hans-Peter Kriegel, Thomas Seidl, Xiaowei Xu |
| 1995 | KDD | A Database Interface for Clustering in Large Spatial Databases. | Martin Ester, Hans-Peter Kriegel, Xiaowei Xu |