| 2026 | AAAI | Efficient and Effective In-context Demonstration Selection with Coreset. | Zihua Wang, Jiarui Wang, Haiyang Xu, Ming Yan, Fei Huang, Xu Yang, Xiu-Shen Wei, Siya Mi, Yu Zhang |
| 2025 | ICCV | Prototype-Based Contrastive Learning with Stage-Wise Progressive Augmentation for Self-Supervised Fine-Grained Learning. | Baofeng Tan, Xiu-Shen Wei, Lin Zhao |
| 2025 | ICCV | Object-Level Correlation for Few-Shot Segmentation. | Chunlin Wen, Yu Zhang, Jie Fan, Hongyuan Zhu, Xiu-Shen Wei, Yijun Wang, Zhiqiang Kou, Shuzhou Sun |
| 2025 | ICML | Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization. | Yang Shen, Xiu-Shen Wei, Yifan Sun, Yuxin Song, Tao Yuan, Jian Jin, He-Yang Xu, Yazhou Yao, Errui Ding |
| 2025 | ICML | Learning Attribute-Aware Hash Codes for Fine-Grained Image Retrieval via Query Optimization. | Peng Wang, Yong Li, Lin Zhao, Xiu-Shen Wei |
| 2024 | CVPR | An Asymmetric Augmented Self-Supervised Learning Method for Unsupervised Fine-Grained Image Hashing. | Feiran Hu, Chen-Lin Zhang, Jiangliang Guo, Xiu-Shen Wei, Lin Zhao, Anqi Xu, Lingyan Gao |
| 2023 | CVPR | Equiangular Basis Vectors. | Yang Shen, Xuhao Sun, Xiu-Shen Wei |
| 2022 | AAAI | Dual Attention Networks for Few-Shot Fine-Grained Recognition. | Shu-Lin Xu, Faen Zhang, Xiu-Shen Wei, Jianhua Wang |
| 2022 | CVPR | Relieving Long-tailed Instance Segmentation via Pairwise Class Balance. | Yin-Yin He, Peizhen Zhang, Xiu-Shen Wei, Xiangyu Zhang, Jian Sun |
| 2022 | ECCV | Automatic Check-Out via Prototype-Based Classifier Learning from Single-Product Exemplars. | Hao Chen, Xiu-Shen Wei, Faen Zhang, Yang Shen, Hui Xu, Liang Xiao |
| 2022 | ECCV | SEMICON: A Learning-to-Hash Solution for Large-Scale Fine-Grained Image Retrieval. | Yang Shen, Xuhao Sun, Xiu-Shen Wei, Qing-Yuan Jiang, Jian Yang |
| 2022 | IJCAI | Webly-Supervised Fine-Grained Recognition with Partial Label Learning. | Yu-Yan Xu, Yang Shen, Xiu-Shen Wei, Jian Yang |
| 2021 | AAAI | Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks. | Yongshun Zhang, Xiu-Shen Wei, Boyan Zhou, Jianxin Wu |
| 2021 | CVPR | Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification. | Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang |
| 2021 | ICCV | Distilling Virtual Examples for Long-tailed Recognition. | Yin-Yin He, Jianxin Wu, Xiu-Shen Wei |
| 2021 | ICCV | Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. | Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen |
| 2020 | CVPR | Exploring Categorical Regularization for Domain Adaptive Object Detection. | Chang-Dong Xu, Xing-Ran Zhao, Xin Jin, Xiu-Shen Wei |
| 2020 | CVPR | BBN: Bilateral-Branch Network With Cumulative Learning for Long-Tailed Visual Recognition. | Boyan Zhou, Quan Cui, Xiu-Shen Wei, Zhao-Min Chen |
| 2020 | ECCV | Hierarchical Context Embedding for Region-Based Object Detection. | Zhao-Min Chen, Xin Jin, Borui Zhao, Xiu-Shen Wei, Yanwen Guo |
| 2020 | ECCV | ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval. | Quan Cui, Qing-Yuan Jiang, Xiu-Shen Wei, Wu-Jun Li, Osamu Yoshie |
| 2020 | WACV | An Adversarial Domain Adaptation Network For Cross-Domain Fine-Grained Recognition. | Yimu Wang, Ren-Jie Song, Xiu-Shen Wei, Lijun Zhang |
| 2019 | CVPR | Multi-Label Image Recognition With Graph Convolutional Networks. | Zhao-Min Chen, Xiu-Shen Wei, Peng Wang, Yanwen Guo |
| 2018 | ACCV | Coarse-to-Fine: A RNN-Based Hierarchical Attention Model for Vehicle Re-identification. | Xiu-Shen Wei, Chen-Lin Zhang, Lingqiao Liu, Chunhua Shen, Jianxin Wu |
| 2017 | ICCV | Adversarial PoseNet: A Structure-Aware Convolutional Network for Human Pose Estimation. | Yu Chen, Chunhua Shen, Xiu-Shen Wei, Lingqiao Liu, Jian Yang |
| 2017 | IJCAI | Deep Descriptor Transforming for Image Co-Localization. | Xiu-Shen Wei, Chen-Lin Zhang, Yao Li, Chen-Wei Xie, Jianxin Wu, Chunhua Shen, Zhi-Hua Zhou |
| 2016 | ECCV | Deep Bimodal Regression for Apparent Personality Analysis. | Chen-Lin Zhang, Hao Zhang, Xiu-Shen Wei, Jianxin Wu |
| 2014 | ICDM | Scalable Multi-instance Learning. | Xiu-Shen Wei, Jianxin Wu, Zhi-Hua Zhou |