| 2026 | AAAI | Task-Specific Distance Correlation Matching for Few-Shot Action Recognition. | Fei Long, Yao Zhang, Jiaming Lv, Jiangtao Xie, Peihua Li |
| 2025 | AAAI | TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations. | Mingze Gao, Jingyu Liu, Mingda Li, Jiangtao Xie, Qingbin Liu, Kevin Zhao, Xi Chen, Hui Xiong |
| 2025 | ICCV | DALIP: Distribution Alignment-Based Language-Image Pre-Training for Domain-Specific Data. | Junjie Wu, Jiangtao Xie, Zhaolin Zhang, Qilong Wang, Qinghua Hu, Peihua Li, Sen Xu |
| 2025 | ICLR | Asymmetric Factorized Bilinear Operation for Vision Transformer. | Junjie Wu, Qilong Wang, Jiangtao Xie, Pengfei Zhu, Qinghua Hu |
| 2022 | CVPR | Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification. | Jiangtao Xie, Fei Long, Jiaming Lv, Qilong Wang, Peihua Li |
| 2021 | ICCV | Binocular Mutual Learning for Improving Few-shot Classification. | Ziqi Zhou, Xi Qiu, Jiangtao Xie, Jianan Wu, Chi Zhang |
| 2019 | CVPR | Global Second-Order Pooling Convolutional Networks. | Zilin Gao, Jiangtao Xie, Qilong Wang, Peihua Li |
| 2018 | CVPR | Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization. | Peihua Li, Jiangtao Xie, Qilong Wang, Zilin Gao |
| 2017 | ICCV | Is Second-Order Information Helpful for Large-Scale Visual Recognition? | Peihua Li, Jiangtao Xie, Qilong Wang, Wangmeng Zuo |