| 2026 | AAAI | Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract). | Jingchao Gao, Ziqing Lu, Raghu Mudumbai, Xiaodong Wu, Jirong Yi, Myung Cho, Catherine Xu, Hui Xie, Weiyu Xu |
| 2025 | ACL | LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios. | Xiaodong Wu, Minhao Wang, Yichen Liu, Xiaoming Shi, He Yan, Xiangju Li, Junmin Zhu, Wei Zhang |
| 2025 | ESORICS | SecureT2I: No More Unauthorized Manipulation on AI Generated Images from Prompts. | Xiaodong Wu, Xiangman Li, Qi Li, Jianbing Ni, Rongxing Lu |
| 2025 | ICICS | When There Is No Decoder: Removing Watermarks from Stable Diffusion Models in a No-Box Setting. | Xiaodong Wu, Tianyi Tang, Xiangman Li, Jianbing Ni, Yong Yu |
| 2025 | IECON | Automated Drifting for 4WD Vehicles: Analysis, Controller and Experiment. | Sheng Zhao, Zhouhang Yu, Liang Yan, Hangyu Lu, Xiaodong Wu |
| 2024 | GLOBECOM | Accelerating Secure and Verifiable Data Deletion in Cloud Storage via SGX and Blockchain. | Xiangman Li, Xiaodong Wu, Jianbing Ni |
| 2024 | ICASSP | Think as People: Context-Driven Multi-Image News Captioning with Adaptive Dual Attention. | Qiang Yang, Xiaodong Wu, Xiuying Chen, Xin Gao, Xiangliang Zhang |
| 2024 | IJCNN | Leveraging Domain-Specific Word Embedding and Hate Concepts in Hate Speech Detection. | Xiaodong Wu, Hao Wu, Pei He |
| 2023 | ACL | Compositional Mathematical Encoding for Math Word Problems. | Zhenwen Liang, Jipeng Zhang, Kehan Guo, Xiaodong Wu, Jie Shao, Xiangliang Zhang |
| 2023 | ACSSC | Error Correction Codes for Testing Chemical/Biological Agents: Using Pooled Testing to Increase Test Reliability. | Jirong Yi, Myung Cho, Jingchao Gao, Xiaodong Wu, Weiyu Xu, Raghu Mudumbai |
| 2023 | ACSSC | Trust, but Verify: Robust Image Segmentation using Deep Learning. | Fahim Ahmed Zaman, Xiaodong Wu, Weiyu Xu, Milan Sonka, Raghuraman Mudumbai |
| 2023 | ICML | Provable Multi-instance Deep AUC Maximization with Stochastic Pooling. | Dixian Zhu, Bokun Wang, Zhi Chen, Yaxing Wang, Milan Sonka, Xiaodong Wu, Tianbao Yang |
| 2022 | ICML | When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee. | Dixian Zhu, Gang Li, Bokun Wang, Xiaodong Wu, Tianbao Yang |
| 2022 | IROS | Implicit-Part Based Context Aggregation for Point Cloud Instance Segmentation. | Xiaodong Wu, Ruiping Wang, Xilin Chen |
| 2022 | KDD | Few-shot Heterogeneous Graph Learning via Cross-domain Knowledge Transfer. | Qiannan Zhang, Xiaodong Wu, Qiang Yang, Chuxu Zhang, Xiangliang Zhang |
| 2022 | VTC | Indoor Single Station 3D Localization Based on L-shaped Sparse Array. | Xiaodong Wu, Shuliang Gui, Liangcai Zhou, Yunqiang Wu, Fei Yan, Zengshan Tian |
| 2022 | SDM | HG-Meta: Graph Meta-learning over Heterogeneous Graphs. | Qiannan Zhang, Xiaodong Wu, Qiang Yang, Chuxu Zhang, Xiangliang Zhang |
| 2021 | AMIA | Axes of Prognosis: Identifying Subtypes of COVID-19 Outcomes. | Emma Whitfield, Claire Coffey, Huayu Zhang, Ting Shi, Xiaodong Wu, Qiang Li, Honghan Wu |
| 2020 | IECON | Cooperative Shared Steering Control Based on Driver's Intent and Contextual Traffic. | Huanghe Li, Xiaodong Wu, Bangjun Qiao |
| 2017 | MICCAI | Simultaneous Multiple Surface Segmentation Using Deep Learning. | Abhay Shah, Michael D. Abrmoff, Xiaodong Wu |
| 2017 | MICCAI | 3D Alpha Matting Based Co-segmentation of Tumors on PET-CT Images. | Zisha Zhong, Yusung Kim, John M. Buatti, Xiaodong Wu |
| 2015 | IECON | Two-port network based bilateral control of a steer-by-wire system. | Xiaodong Wu, Li Yang, Min Xu |
| 2015 | MICCAI | Multiple Surface Segmentation Using Truncated Convex Priors. | Abhay Shah, Junjie Bai, Zhihong Hu, Srinivas R. Sadda, Xiaodong Wu |
| 2014 | ACCV | Fully Automatic Segmentation of Hip CT Images via Random Forest Regression-Based Atlas Selection and Optimal Graph Search-Based Surface Detection. | Chengwen Chu, Junjie Bai, Li Liu, Xiaodong Wu, Guoyan Zheng |
| 2014 | CVPR | Error-Tolerant Scribbles Based Interactive Image Segmentation. | Junjie Bai, Xiaodong Wu |
| 2014 | ESA | Computing Regions Decomposable into m Stars. | Matt Gibson, Kasturi R. Varadarajan, Xiaodong Wu |
| 2014 | ICIP | Recursive projected sparse matrix recovery (ReProSMR) with application in real-time video layer separation. | Chenlu Qiu, Xiaodong Wu, Huiying Xu |
| 2014 | IECON | Speed following control for differential steering of 4WID electric vehicle. | Xiaodong Wu, Li Yang, Min Xu |
| 2013 | WSC | As-built modeling and visual simulation of tunnels using real-time TBM positioning data. | Xiaodong Wu, Ming Lu, Sheng Mao, Xuesong Shen |
| 2012 | CVPR | Fast dynamic programming for labeling problems with ordering constraints. | Junjie Bai, Qi Song, Olga Veksler, Xiaodong Wu |
| 2012 | ISAAC | Solving Circular Integral Block Decomposition in Polynomial Time. | Yunlong Liu, Xiaodong Wu |
| 2011 | CVPR | Feature guided motion artifact reduction with structure-awareness in 4D CT images. | Dongfeng Han, John E. Bayouth, Qi Song, Sudershan Bhatia, Milan Sonka, Xiaodong Wu |
| 2011 | ISAAC | Maximum Weight Digital Regions Decomposable into Digital Star-Shaped Regions. | Matt Gibson, Dongfeng Han, Milan Sonka, Xiaodong Wu |
| 2011 | ICRA | Sensor-driven neural controller for self-adaptive collision-free behavior of a snake-like robot. | Xiaodong Wu, Shugen Ma |
| 2011 | MICCAI | Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness. | Lei Xu, Branislav Stojkovic, Hu Ding, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu |
| 2010 | COCOON | Fast Coupled Path Planning: From Pseudo-Polynomial to Polynomial. | Yunlong Liu, Xiaodong Wu |
| 2010 | CVPR | Simultaneous searching of globally optimal interacting surfaces with shape priors. | Qi Song, Xiaodong Wu, Yunlong Liu, Milan Sonka, Mona Kathryn Garvin |
| 2010 | FAW | Minimizing Total Variation for Field Splitting with Feathering in Intensity-Modulated Radiation Therapy. | Yunlong Liu, Xiaodong Wu |
| 2010 | IROS | Head-navigated locomotion of a snake-like robot for its autonomous obstacle avoidance. | Xiaodong Wu, Shugen Ma |
| 2010 | MICCAI | Motion Artifact Reduction in 4D Helical CT: Graph-Based Structure Alignment. | Dongfeng Han, John E. Bayouth, Sudershan Bhatia, Milan Sonka, Xiaodong Wu |
| 2010 | MICCAI | Graph Search with Appearance and Shape Information for 3-D Prostate and Bladder Segmentation. | Qi Song, Yinxiao Liu, Yunlong Liu, Punam K. Saha, Milan Sonka, Xiaodong Wu |
| 2010 | NPC | Energy-Efficient Scheduling of Real-Time Periodic Tasks in Multicore Systems. | Xiaodong Wu, Yuan Lin, Jian-Jun Han, Jean-Luc Gaudiot |
| 2009 | ICCV | Optimal multiple surfaces searching for video/image resizing - a graph-theoretic approach. | Dongfeng Han, Xiaodong Wu, Milan Sonka |
| 2009 | MICCAI | Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate. | Qi Song, Xiaodong Wu, Yunlong Liu, Mark Smith, John M. Buatti, Milan Sonka |
| 2008 | CVPR | Globally optimal surface segmentation using regional properties of segmented objects. | Xin Dou, Xiaodong Wu, Andreas Wahle, Milan Sonka |
| 2007 | AAIM | Optimal Field Splitting with Feathering in Intensity-Modulated Radiation Therapy. | Xiaodong Wu, Xin Dou |
| 2007 | COCOON | A New Field Splitting Algorithm for Intensity-Modulated Radiation Therapy. | Danny Z. Chen, Mark A. Healy, Chao Wang, Xiaodong Wu |
| 2007 | ICNC | Point Stabilization of Wheeled Mobile Robots Based on Artificial Potential Field and Genetic Algorithm. | Haili Xu, Jianhua Li, Xiaodong Wu, Sun'an Wang |
| 2007 | ISAAC | New Algorithm for Field Splitting in Radiation Therapy. | Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti |
| 2007 | MICCAI | Use of Varying Constraints in Optimal 3-D Graph Search for Segmentation of Macular Optical Coherence Tomography Images. | Mona Haeker, Michael D. Abrmoff, Xiaodong Wu, Randy Kardon, Milan Sonka |
| 2006 | COCOON | The Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy. | Xin Dou, Xiaodong Wu, John E. Bayouth, John M. Buatti |
| 2006 | ICNC | Small-World Optimization Algorithm for Function Optimization. | Haifeng Du, Xiaodong Wu, Jian Zhuang |
| 2006 | ISAAC | Efficient Algorithms for the Optimal-Ratio Region Detection Problems in Discrete Geometry with Applications. | Xiaodong Wu |
| 2005 | COCOON | Efficient Algorithms for Intensity Map Splitting Problems in Radiation Therapy. | Xiaodong Wu |
| 2005 | ISAAC | The Layered Net Surface Problems in Discrete Geometry and Medical Image Segmentation. | Xiaodong Wu, Danny Z. Chen, Kang Li, Milan Sonka |
| 2005 | SAC | The intensity level reduction in radiation therapy. | Xiaodong Wu, John Abraham |
| 2004 | COCOON | Approximation Algorithms for Multicommodity Flow and Normalized Cut Problems: Implementations and Experimental Study. | Ying Du, Danny Z. Chen, Xiaodong Wu |
| 2004 | CVPR | Globally Optimal Segmentation of Interacting Surfaces with Geometric Constraints. | Kang Li, Xiaodong Wu, Danny Z. Chen, Milan Sonka |
| 2004 | ICDE | A Prime Number Labeling Scheme for Dynamic Ordered XML Trees. | Xiaodong Wu, Mong-Li Lee, Wynne Hsu |
| 2004 | ICTAI | Path-Augmented Keyword Search for XML Documents. | Wynne Hsu, Mong-Li Lee, Xiaodong Wu |
| 2003 | COCOON | Pairwise Data Clustering and Applications. | Xiaodong Wu, Danny Z. Chen, James J. Mason, Steven R. Schmid |
| 2003 | ISAAC | Segmenting Doughnut-Shaped Objects in Medical Images. | Xiaodong Wu |
| 2002 | ESA | Optimal Terrain Construction Problems and Applications in Intensity-Modulated Radiation Therapy. | Danny Z. Chen, Xiaobo Hu, Shuang Luan, Xiaodong Wu, Cedric X. Yu |
| 2002 | ICALP | Optimal Net Surface Problems with Applications. | Xiaodong Wu, Danny Z. Chen |
| 2001 | COCOON | Maximum Red/Blue Interval Matching with Applications. | Danny Z. Chen, Xiaobo Hu, Xiaodong Wu |
| 2001 | ISAAC | Efficient Algorithms for k-Terminal Cuts on Planar Graphs. | Danny Z. Chen, Xiaodong Wu |
| 2001 | ISAAC | Image Segmentation with Monotonicity and Smoothness Constraints. | Danny Z. Chen, Jie Wang, Xiaodong Wu |
| 2000 | ISAAC | Optimal Polygon Cover Problems and Applcations. | Danny Z. Chen, Xiaobo Hu, Xiaodong Wu |
| 2000 | SODA | Optimizing the sum of linear fractional functions and applications. | Danny Z. Chen, Ovidiu Daescu, Yang Dai, Naoki Katoh, Xiaodong Wu, Jinhui Xu |