| 2026 | AAAI | Discretization Is Not Always Better: Rethinking Deep Quantization for Asymmetric Image Retrieval. | Xinze Liu, Dayan Wu, Hengjie Zhu, Chenming Wu, Pengwen Dai |
| 2026 | AAAI | One2Seq: One-Token Wise Decoder for Efficient Scene Text Recognition. | Zhibin Ma, Pengwen Dai, Wei Zhuo, Xugong Qin |
| 2025 | CVPR | CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR. | Xugong Qin, Peng Zhang, Jun Jie Ou Yang, Gangyan Zeng, Yubo Li, Yuanyuan Wang, Wanqian Zhang, Pengwen Dai |
| 2025 | ICASSP | Segmentation-Guided Sparse Transformer for Under-Display Camera Image Restoration. | Jingyun Xue, Tao Wang, Pengwen Dai, Kaihao Zhang |
| 2025 | ICLR | Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs. | Yuhan Chen, Yihong Luo, Yifan Song, Pengwen Dai, Jing Tang, Xiaochun Cao |
| 2025 | IJCAI | Endogenous Recovery via Within-modality Prototypes for Incomplete Multimodal Hashing. | Sa Zhu, Dayan Wu, Chenming Wu, Pengwen Dai, Bo Li |
| 2021 | BMVC | Updated Paired Regions for Shadow Detection from Single Image. | Xiao Wang, Siyuan Yao, Pengwen Dai, Rui Wang, Xiaochun Cao |
| 2021 | CVPR | Progressive Contour Regression for Arbitrary-Shape Scene Text Detection. | Pengwen Dai, Sanyi Zhang, Hua Zhang, Xiaochun Cao |
| 2021 | ICONIP | Less Is Better: Fooling Scene Text Recognition with Minimal Perturbations. | Yikun Xu, Pengwen Dai, Xiaochun Cao |
| 2017 | ICDAR | Deep Strip-Based Network with Cascade Learning for Scene Text Localization. | Dao Wu, Rui Wang, Pengwen Dai, Yueying Zhang, Xiaochun Cao |