| 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 |
| 2026 | AAAI | Mamba-Driven Multi-View Discriminative Clustering via Global-Local Cross-View Sequence Modeling. | Yuanyang Zhang, Xinhang Wan, Chao Zhang, Jie Xu, Cunjian Chen, Tien-Tsin Wong, Li Yao, Yijie Lin |
| 2025 | AAAI | Incomplete Multi-view Clustering via Diffusion Contrastive Generation. | Yuanyang Zhang, Yijie Lin, Weiqing Yan, Li Yao, Xinhang Wan, Guangyuan Li, Chao Zhang, Guanzhou Ke, Jie Xu |
| 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 |
| 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 | Multi-granularity Correspondence Learning from Long-term Noisy Videos. | Yijie Lin, Jie Zhang, Zhenyu Huang, Jia Liu, Zujie Wen, Xi Peng |
| 2023 | ICCV | Graph Matching with Bi-level Noisy Correspondence. | Yijie Lin, Mouxing Yang, Jun Yu, Peng Hu, Changqing Zhang, Xi Peng |
| 2022 | EMNLP | Improve Interpretability of Neural Networks via Sparse Contrastive Coding. | Junhong Liu, Yijie Lin, Liang Jiang, Jia Liu, Zujie Wen, Xi Peng |
| 2021 | CVPR | COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction. | Yijie Lin, Yuanbiao Gou, Zitao Liu, Boyun Li, Jiancheng Lv, Xi Peng |