Exploring OCR Capabilities of GPT-4V(ision) : A Quantitative and In-depth Evaluation. - Yongxin Shi; Dezhi Peng; Wenhui Liao; Zening Lin; Xinhong Chen 005; Chongyu Liu; Yuyi Zhang 002; Lianwen Jin (CoRR, 2023)

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 002; Cong Yao; Lianwen Jin (AAAI, 2024)

Predicting the Original Appearance of Damaged Historical Documents. - Zhenhua Yang; Dezhi Peng; Yongxin Shi; Yuyi Zhang 002; Chongyu Liu; Lianwen Jin (AAAI, 2025)

Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration. - Yuyi Zhang 002; Peirong Zhang 001; Zhenhua Yang; Pengyu Yan; Yongxin Shi; Pengwei Liu; Fengjun Guo; Lianwen Jin (ACL (1), 2025)

MCCD: A Multi-attribute Chinese Calligraphy Character Dataset Annotated with Script Styles, Dynasties, and Calligraphers. - Yixin Zhao; Yuyi Zhang 002; Lianwen Jin (ICDAR (4), 2025)

MegaHan97K: A large-scale dataset for mega-category Chinese character recognition with over 97K categories. - Yuyi Zhang 002; Yongxin Shi; Peirong Zhang 001; Yixin Zhao; Zhenhua Yang; Lianwen Jin (Pattern Recognit., 2025)

HierCode: A lightweight hierarchical codebook for zero-shot Chinese text recognition. - Yuyi Zhang 002; Yuanzhi Zhu; Dezhi Peng; Peirong Zhang 001; Zhenhua Yang; Zhibo Yang 003; Cong Yao; Lianwen Jin (Pattern Recognit., 2025)

Aesthetics is Cheap, Show me the Text: An Empirical Evaluation of State-of-the-Art Generative Models for OCR. - Peirong Zhang 001; Haowei Xu; Jiaxin Zhang 003; Guitao Xu; Xuhan Zheng; Zhenhua Yang; Junle Liu; Yuyi Zhang 002; Lianwen Jin (CoRR, 2025)

PosterVerse: A Full-Workflow Framework for Commercial-Grade Poster Generation with HTML-Based Scalable Typography. - Junle Liu; Peirong Zhang 001; Yuyi Zhang 002; Pengyu Yan; Hui Zhou; Xinyue Zhou; Fengjun Guo; Lianwen Jin (AAAI, 2026)

PosterVerse: A Full-Workflow Framework for Commercial-Grade Poster Generation with HTML-Based Scalable Typography. - Junle Liu; Peirong Zhang 001; Yuyi Zhang 002; Pengyu Yan; Huiyu Zhou 001; Xinyue Zhou; Fengjun Guo; Lianwen Jin (CoRR, 2026)