| 2026 | AAAI | Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization. | Yan Huang, Yongyi Su, Xin Lin, Le Zhang, Xun Xu |
| 2026 | AAAI | AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization. | Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Xun Xu, Dacheng Tao, Xulei Yang |
| 2025 | ICASSP | Distribution Alignment Informed Thresholding for Semi-Supervised Curvilinear Structure Segmentation. | Yuhao Mo, Bo Peng, Bihan Wen, Xulei Yang, Ce Zhu, Xun Xu |
| 2025 | ICCV | Exploiting Vision Language Model for Training-Free 3D Point Cloud OOD Detection via Graph Score Propagation. | Tiankai Chen, Yushu Li, Adam Goodge, Fei Teng, Xulei Yang, Tianrui Li, Xun Xu |
| 2025 | ICCV | Global-Aware Monocular Semantic Scene Completion with State Space Models. | Shijie Li, Zhongyao Cheng, Rong Li, Shuai Li, Juergen Gall, Xun Xu, Xulei Yang |
| 2025 | ICCV | Future-Aware Interaction Network for Motion Forecasting. | Shijie Li, Chunyu Liu, Xun Xu, Si Yong Yeo, Xulei Yang |
| 2025 | ICLR | Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching. | Lile Cai, Chuan-Sheng Foo, Xun Xu, Zaiwang Gu, Jun Cheng, Xulei Yang |
| 2025 | ICLR | Efficient and Context-Aware Label Propagation for Zero-/Few-Shot Training-Free Adaptation of Vision-Language Model. | Yushu Li, Yongyi Su, Adam Goodge, Kui Jia, Xun Xu |
| 2025 | ICLR | On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning. | Yongyi Su, Yushu Li, Nanqing Liu, Kui Jia, Xulei Yang, Chuan-Sheng Foo, Xun Xu |
| 2025 | ICRA | GS-EVT: Cross-Modal Event Camera Tracking Based on Gaussian Splatting. | Tao Liu, Runze Yuan, Yi'ang Ju, Xun Xu, Jiaqi Yang, Xiangting Meng, Xavier Lagorce, Laurent Kneip |
| 2024 | AAAI | Towards Real-World Test-Time Adaptation: Tri-net Self-Training with Balanced Normalization. | Yongyi Su, Xun Xu, Kui Jia |
| 2024 | CVPR | Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation. | Haojie Zhang, Yongyi Su, Xun Xu, Kui Jia |
| 2024 | ICIP | Box-Level Class-Balanced Sampling For Active Object Detection. | Jingyi Liao, Xun Xu, Chuan-Sheng Foo, Lile Cai |
| 2024 | IROS | DuCAS: a knowledge-enhanced dual-hand compositional action segmentation method for human-robot collaborative assembly. | Hao Zheng, Regina Lee, Huachang Liang, Yuqian Lu, Xun Xu |
| 2024 | IGARSS | Clip-Guided Source-Free Object Detection in Aerial Images. | Nanqing Liu, Xun Xu, Yongyi Su, Chengxin Liu, Peiliang Gong, Heng-Chao Li |
| 2024 | PAKDD | A Novel SegNet Model for Crack Image Semantic Segmentation in Bridge Inspection. | Rong Pang, Hao Tan, Yan Yang, Xun Xu, Nanqing Liu, Peng Zhang |
| 2023 | ICASSP | On Adversarial Robustness of Audio Classifiers. | Kangkang Lu, Manh Cuong Nguyen, Xun Xu, Chuan Sheng Foo |
| 2023 | ICCV | On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expansion. | Yushu Li, Xun Xu, Yongyi Su, Kui Jia |
| 2022 | ICIP | Exploring Active Learning for Semiconductor Defect Segmentation. | Lile Cai, Ramanpreet Singh Pahwa, Xun Xu, Jie Wang, Richard Chang, Lining Zhang, Chuan-Sheng Foo |
| 2022 | ICPR | Open-Set Semi-Supervised Learning for 3D Point Cloud Understanding. | Xian Shi, Xun Xu, Wanyue Zhang, Xiatian Zhu, Chuan Sheng Foo, Kui Jia |
| 2021 | BMVC | On Automatic Data Augmentation for 3D Point Cloud Classification. | Wanyue Zhang, Xun Xu, Fayao Liu, Le Zhang, Chuan Sheng Foo |
| 2021 | CGI | A Classification Network for Ocular Diseases Based on Structure Feature and Visual Attention. | Yang Wen, Yupeng Xu, Kun Liu, Bin Sheng, Lei Bi, Jinman Kim, Xiangui He, Xun Xu |
| 2021 | CGI | Multi-Stream Fusion Network for Multi-Distortion Image Super-Resolution. | Yang Wen, Yupeng Xu, Bin Sheng, Ping Li, Lei Bi, Jinman Kim, Xiangui He, Xun Xu |
| 2021 | CVPR | Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs. | Lile Cai, Xun Xu, Jun Hao Liew, Chuan Sheng Foo |
| 2021 | CVPR | 3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding. | Shengheng Deng, Xun Xu, Chaozheng Wu, Ke Chen, Kui Jia |
| 2021 | ICLR | ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity. | Kangkang Lu, Cuong Manh Nguyen, Xun Xu, Kiran Chari, Yu Jing Goh, Chuan-Sheng Foo |
| 2021 | MICCAI | Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining. | Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L. Yuille, Ya Zhang, Le Lu |
| 2020 | CVPR | Weakly Supervised Semantic Point Cloud Segmentation: Towards 10 Fewer Labels. | Xun Xu, Gim Hee Lee |
| 2020 | MMSP | MultiANet: a Multi-Attention Network for Defocus Blur Detection. | Zeyu Jiang, Xun Xu, Chao Zhang, Ce Zhu |
| 2019 | CVPR | C3AE: Exploring the Limits of Compact Model for Age Estimation. | Chao Zhang, Shuaicheng Liu, Xun Xu, Ce Zhu |
| 2019 | INDIN | A framework for scheduling in cloud manufacturing with deep reinforcement learning. | Yongkui Liu, Lin Zhang, Lihui Wang, Yingying Xiao, Xun Xu, Mei Wang |
| 2018 | ACCV | Robust Video Background Identification by Dominant Rigid Motion Estimation. | Kaimo Lin, Nianjuan Jiang, Loong Fah Cheong, Jiangbo Lu, Xun Xu |
| 2018 | CVPR | Motion Segmentation by Exploiting Complementary Geometric Models. | Xun Xu, Loong Fah Cheong, Zhuwen Li |
| 2017 | ICONIP | Deep Retinal Image Segmentation: A FCN-Based Architecture with Short and Long Skip Connections for Retinal Image Segmentation. | Zhongwei Feng, Jie Yang, Lixiu Yao, Yu Qiao, Qi Yu, Xun Xu |
| 2017 | IROS | Hawkeye: Open source framework for field surveillance. | Delong Zhu, Yegui Du, Yuan Lin, Hongxiang Li, Chaoqun Wang, Xun Xu, Max Q.-H. Meng |
| 2016 | ECCV | Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation. | Xun Xu, Timothy M. Hospedales, Shaogang Gong |
| 2015 | ICIP | Semantic embedding space for zero-shot action recognition. | Xun Xu, Timothy M. Hospedales, Shaogang Gong |
| 2010 | MICCAI | Automatic Detection and Segmentation of Axillary Lymph Nodes. | Adrian Barbu, Michael Shling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu |
| 2008 | CVPR | A Loopy Belief Propagation approach for robust background estimation. | Xun Xu, Thomas S. Huang |
| 2006 | EDOC | Web Services Selection and Composition based on the Routing Algorithm. | Yifei Wang, Hongbing Wang, Xun Xu |
| 2006 | ICPR | Variational Shift Invariant Probabilistic PCA for Face Recognition. | Jilin Tu, Aleksandar Ivanovic, Xun Xu, Li Fei-Fei, Thomas S. Huang |
| 2005 | ICCV | Face Recognition with MRC-Boosting. | Xun Xu, Thomas S. Huang |
| 2001 | ICRA | Application of Extended Covariance Intersection Principle for Mosaic-Based Optical Positioning and Navigation of UnderwaterVehicle. | Xun Xu, Shahriar Negahdaripour |
| 1998 | WACV | A vision system for real-time positioning, navigation, and video mosaicing of sea floor imagery in the application of ROVs/AUVs. | Shahriar Negahdaripour, Xun Xu, Ali Khamene |
| 1996 | WACV | A real-time vision-based 3D motion estimation system for positioning and trajectory following. | Shahriar Negahdaripour, L. Jin, Xun Xu, C. L. Tsukamoto, Junku Yuh |