| 2025 | CVPR | BOE-ViT: Boosting Orientation Estimation with Equivariance in Self-Supervised 3D Subtomogram Alignment. | Runmin Jiang, Jackson Daggett, Shriya Pingulkar, Yizhou Zhao, Priyanshu Dhingra, Daniel Brown, Qifeng Wu, Xiangrui Zeng, Xingjian Li, Min Xu |
| 2025 | ICCV | Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation. | Xiaoling Hu, Xiangrui Zeng, Oula Puonti, Juan Eugenio Iglesias, Bruce Fischl, Yal Balbastre |
| 2022 | AAAI | Boosting Active Learning via Improving Test Performance. | Tianyang Wang, Xingjian Li, Pengkun Yang, Guosheng Hu, Xiangrui Zeng, Siyu Huang, Cheng-Zhong Xu, Min Xu |
| 2022 | CVPR | Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content from Parameterized Transformations. | Mostofa Rafid Uddin, Gregory Howe, Xiangrui Zeng, Min Xu |
| 2022 | ICIP | Deep Active Learning for Cryo-Electron Tomography Classification. | Tianyang Wang, Bo Li, Jing Zhang, Xiangrui Zeng, Mostofa Rafid Uddin, Wei Wu, Min Xu |
| 2022 | ICIP | Unsupervised Multi-Task Learning for 3D Subtomogram Image Alignment, Clustering and Segmentation. | Haoyi Zhu, Chuting Wang, Yuanxin Wang, Zhaoxin Fan, Mostofa Rafid Uddin, Xin Gao, Jing Zhang, Xiangrui Zeng, Min Xu |
| 2021 | ICCV | End-to-end robust joint unsupervised image alignment and clustering. | Xiangrui Zeng, Gregory Howe, Min Xu |
| 2021 | ICCV | Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations. | Xiaoyu Zhu, Jeffrey Chen, Xiangrui Zeng, Junwei Liang, Chengqi Li, Sinuo Liu, Sima Behpour, Min Xu |
| 2021 | ICIP | Unsupervised Domain Alignment Based Open Set Structural Recognition of Macromolecules Captured By Cryo-Electron Tomography. | Yuchen Zeng, Gregory Howe, Kai Yi, Xiangrui Zeng, Jing Zhang, Yi-Wei Chang, Min Xu |
| 2020 | CVPR | Gum-Net: Unsupervised Geometric Matching for Fast and Accurate 3D Subtomogram Image Alignment and Averaging. | Xiangrui Zeng, Min Xu |
| 2019 | BMVC | Open-set Recognition of Unseen Macromolecules in Cellular Electron Cryo-Tomograms by Soft Large Margin Centralized Cosine Loss. | Xuefeng Du, Xiangrui Zeng, Bo Zhou, Alex Singh, Min Xu |
| 2019 | BMVC | Semi-supervised Macromolecule Structural Classification in Cellular Electron Cryo-Tomograms using 3D Autoencoding Classifier. | Siyuan Liu, Xuefeng Du, Rong Xi, Fuya Xu, Xiangrui Zeng, Bo Zhou, Min Xu |
| 2019 | IJCNN | Deep Learning-Based Strategy For Macromolecules Classification with Imbalanced Data from Cellular Electron Cryotomography. | Ziqian Luo, Xiangrui Zeng, Zhipeng Bao, Min Xu |
| 2018 | BMVC | Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography. | Chang Liu, Xiangrui Zeng, Kaiwen Wang, Qiang Guo, Min Xu |
| 2018 | BMVC | Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching. | Kaiwen Wang, Xiangrui Zeng, Xiaodan Liang, Zhiguang Huo, Eric P. Xing, Min Xu |
| 2018 | ICIP | Deep Learning Based Supervised Semantic Segmentation of Electron Cryo-Subtomograms. | Chang Liu, Xiangrui Zeng, Ruogu Lin, Xiaodan Liang, Zachary Freyberg, Eric P. Xing, Min Xu |