| 2026 | AAAI | Endowing Vision-Language Models with System 2 Thinking for Fine-grained Visual Recognition. | Yutong Yang, Lifu Huang, Yijie Lin, Xi Peng, Mouxing Yang |
| 2025 | ICLR | Test-time Adaptation for Cross-modal Retrieval with Query Shift. | Haobin Li, Peng Hu, Qianjun Zhang, Xi Peng, XitingLiu, Mouxing Yang |
| 2025 | ICML | Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval. | Guofeng Ding, Yiding Lu, Peng Hu, Mouxing Yang, Yijie Lin, Xi Peng |
| 2025 | ICML | LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification. | Yiding Lu, Mouxing Yang, Dezhong Peng, Peng Hu, Yijie Lin, Xi Peng |
| 2025 | IJCAI | Probabilistic Multimodal Learning with von Mises-Fisher Distributions. | Peng Hu, Yang Qin, Yuanbiao Gou, Yunfan Li, Mouxing Yang, Xi Peng |
| 2024 | AAAI | Decoupled Contrastive Multi-View Clustering with High-Order Random Walks. | Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu, Xi Peng |
| 2024 | ICLR | Test-time Adaptation against Multi-modal Reliability Bias. | Mouxing Yang, Yunfan Li, Changqing Zhang, Peng Hu, Xi Peng |
| 2023 | ICCV | Graph Matching with Bi-level Noisy Correspondence. | Yijie Lin, Mouxing Yang, Jun Yu, Peng Hu, Changqing Zhang, Xi Peng |
| 2023 | IJCAI | Incomplete Multi-view Clustering via Prototype-based Imputation. | Haobin Li, Yunfan Li, Mouxing Yang, Peng Hu, Dezhong Peng, Xi Peng |
| 2022 | CVPR | Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification. | Mouxing Yang, Zhenyu Huang, Peng Hu, Taihao Li, Jiancheng Lv, Xi Peng |
| 2021 | CVPR | Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss. | Mouxing Yang, Yunfan Li, Zhenyu Huang, Zitao Liu, Peng Hu, Xi Peng |