| 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 |
| 2026 | ACL | HisDoc-OCR: Restoring Visual Grounding in MLLMs for Chinese Historical Document OCR. | Jiahuan Cao, Yongxin Shi, Zeyu Shan, Zhengyang Lu, 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| 2025 | AAAI | Predicting the Original Appearance of Damaged Historical Documents.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 | MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies. | Yang Liu, Jiahuan Cao, Hiuyi Cheng, Yongxin Shi, Kai Ding, Lianwen Jin |
| 2025 | ACL | Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration. | Yuyi Zhang, Peirong Zhang, Zhenhua Yang, Pengyu Yan, Yongxin Shi, Pengwei Liu, 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 | ICML | UPOCR: Towards Unified Pixel-Level OCR Interface. | Dezhi Peng, Zhenhua Yang, Jiaxin Zhang, Chongyu Liu, Yongxin Shi, Kai Ding, Fengjun Guo, Lianwen Jin |