| 2026 | ACL | MT³: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation. | Zhaopeng Feng, Yupu Liang, Shaosheng Cao, Jiayuan Su, Jiahan Ren, Zhijie Zhou, Wenxuan Huang, Jian Wu, Zuozhu Liu |
| 2025 | ACL | Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation. | Yupu Liang, Yaping Zhang, Zhiyang Zhang, Yang Zhao, Lu Xiang, Chengqing Zong, Yu Zhou |
| 2025 | ACL | Improving MLLM's Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency. | Yupu Liang, Yaping Zhang, Zhiyang Zhang, Zhiyuan Chen, Yang Zhao, Lu Xiang, Chengqing Zong, Yu Zhou |
| 2025 | ACL | A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration. | Zhiyang Zhang, Yaping Zhang, Yupu Liang, Zhiyuan Chen, Lu Xiang, Yang Zhao, Yu Zhou, Chengqing Zong |
| 2025 | COLING | From Chaotic OCR Words to Coherent Document: A Fine-to-Coarse Zoom-Out Network for Complex-Layout Document Image Translation. | Zhiyang Zhang, Yaping Zhang, Yupu Liang, Lu Xiang, Yang Zhao, Yu Zhou, Chengqing Zong |
| 2025 | EMNLP | SHIFT: Selected Helpful Informative Frame for Video-guided Machine Translation. | Boyu Guan, Chuang Han, Yining Zhang, Yupu Liang, Zhiyang Zhang, Yang Zhao, Chengqing Zong |
| 2025 | ICDAR | ICDAR 2025 Competition on End-to-End Document Image Machine Translation Towards Complex Layouts. | Yaping Zhang, Yupu Liang, Zhiyang Zhang, Zhiyuan Chen, Lu Xiang, Yang Zhao, Yu Zhou, Chengqing Zong |
| 2024 | COLING | Born a BabyNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation. | Cong Ma, Yaping Zhang, Zhiyang Zhang, Yupu Liang, Yang Zhao, Yu Zhou, Chengqing Zong |
| 2024 | NAACL | Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling. | Yupu Liang, Yaping Zhang, Cong Ma, Zhiyang Zhang, Yang Zhao, Lu Xiang, Chengqing Zong, Yu Zhou |
| 2023 | EMNLP | LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder. | Zhiyang Zhang, Yaping Zhang, Yupu Liang, Lu Xiang, Yang Zhao, Yu Zhou, Chengqing Zong |
| 2012 | ICDM | Clustering Tandem Repeats via Trinucleotides. | Yupu Liang, Dina Sokol, Sarah Zelikovitz |