| 2026 | AAAI | URaG: Unified Retrieval and Generation in Multimodal LLMs for Efficient Long Document Understanding. | Yongxin Shi, Jiapeng Wang, Zeyu Shan, Dezhi Peng, Zening Lin, Lianwen Jin |
| 2025 | AAAI | Predicting the Original Appearance of Damaged Historical Documents. | Zhenhua Yang, Dezhi Peng, Yongxin Shi, Yuyi Zhang, Chongyu Liu, Lianwen Jin |
| 2025 | ACL | RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs. | Hongliang Li, Jiaxin Zhang, Wenhui Liao, Dezhi Peng, Kai Ding, Lianwen Jin |
| 2024 | AAAI | ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining. | Dezhi Peng, Chongyu Liu, Yuliang Liu, Lianwen Jin |
| 2024 | AAAI | FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning. | Zhenhua Yang, Dezhi Peng, Yuxin Kong, Yuyi Zhang, Cong Yao, Lianwen Jin |
| 2024 | CVPR | DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks. | Jiaxin Zhang, Dezhi Peng, Chongyu Liu, Peirong Zhang, Lianwen Jin |
| 2024 | CVPR | Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods. | Chenfan Qu, Yiwu Zhong, Chongyu Liu, Guitao Xu, Dezhi Peng, Fengjun Guo, Lianwen Jin |
| 2024 | EMNLP | TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models. | Jiahuan Cao, Dezhi Peng, Peirong Zhang, Yongxin Shi, Yang Liu, Kai Ding, Lianwen Jin |
| 2024 | ICDAR | DTSM: Toward Dense Table Structure Recognition with Text Query Encoder and Adjacent Feature Aggregator. | Xinhong Chen, Bangdong Chen, Chenfan Qu, Dezhi Peng, Chongyu Liu, Lianwen Jin |
| 2024 | ICML | UPOCR: Towards Unified Pixel-Level OCR Interface. | Dezhi Peng, Zhenhua Yang, Jiaxin Zhang, Chongyu Liu, Yongxin Shi, Kai Ding, Fengjun Guo, Lianwen Jin |
| 2023 | BMVC | Building A Mobile Text Recognizer via Truncated SVD-based Knowledge Distillation-Guided NAS. | Weifeng Lin, Canyu Xie, Dezhi Peng, Jiapeng Wang, Lianwen Jin, Wei Ding, Cong Yao, Mengchao He |
| 2023 | CVPR | Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution. | Chenfan Qu, Chongyu Liu, Yuliang Liu, Xinhong Chen, Dezhi Peng, Fengjun Guo, Lianwen Jin |
| 2023 | ICCV | ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer. | Mingxin Huang, Jiaxin Zhang, Dezhi Peng, Hao Lu, Can Huang, Yuliang Liu, Xiang Bai, Lianwen Jin |
| 2023 | ICCV | Revisiting Scene Text Recognition: A Data Perspective. | Qing Jiang, Jiapeng Wang, Dezhi Peng, Chongyu Liu, Lianwen Jin |
| 2023 | ICDAR | EnsExam: A Dataset for Handwritten Text Erasure on Examination Papers. | Liufeng Huang, Bangdong Chen, Chongyu Liu, Dezhi Peng, Weiying Zhou, Yaqiang Wu, Hui Li, Hao Ni, Lianwen Jin |
| 2023 | ICDAR | SegCTC: Offline Handwritten Chinese Text Recognition via Better Fusion Between Explicit and Implicit Segmentation. | Jiarong Huang, Dezhi Peng, Hongliang Li, Hao Ni, Lianwen Jin |
| 2022 | ICFHR | Complex Table Structure Recognition in the Wild Using Transformer and Identity Matrix-Based Augmentation. | Bangdong Chen, Dezhi Peng, Jiaxin Zhang, Yujin Ren, Lianwen Jin |
| 2021 | CVPR | Implicit Feature Alignment: Learn To Convert Text Recognizer to Text Spotter. | Tianwei Wang, Yuanzhi Zhu, Lianwen Jin, Dezhi Peng, Zhe Li, Mengchao He, Yongpan Wang, Canjie Luo |
| 2021 | ICDAR | Zero-Shot Chinese Text Recognition via Matching Class Embedding. | Yuhao Huang, Lianwen Jin, Dezhi Peng |
| 2021 | ICDAR | A Multi-level Progressive Rectification Mechanism for Irregular Scene Text Recognition. | Qianying Liao, Qingxiang Lin, Lianwen Jin, Canjie Luo, Jiaxin Zhang, Dezhi Peng, Tianwei Wang |
| 2021 | ICDAR | Towards Fast, Accurate and Compact Online Handwritten Chinese Text Recognition. | Dezhi Peng, Canyu Xie, Hongliang Li, Lianwen Jin, Zecheng Xie, Kai Ding, Yichao Huang, Yaqiang Wu |
| 2019 | ICDAR | A Fast and Accurate Fully Convolutional Network for End-to-End Handwritten Chinese Text Segmentation and Recognition. | Dezhi Peng, Lianwen Jin, Yaqiang Wu, Zhepeng Wang, Mingxiang Cai |
| 2018 | ICIP | Scale Mapping and Dynamic Re-Detecting in Dense Head Detection. | Zikai Sun, Dezhi Peng, Zirui Cai, Zirong Chen, Lianwen Jin |
| 2018 | ICPR | Detecting Heads using Feature Refine Net and Cascaded Multi-scale Architecture. | Dezhi Peng, Zikai Sun, Zirong Chen, Zirui Cai, Lele Xie, Lianwen Jin |