RSTC: A New Residual Swin Transformer for Offline Word-Level Writer Identification. - Peirong Zhang 001 (IEEE Access, 2022)

M6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout Analysis. - Hiuyi Cheng; Peirong Zhang 001; Sihang Wu; Jiaxin Zhang 003; Qiyuan Zhu; Zecheng Xie; Jing Li 036; Kai Ding 009; Lianwen Jin (CVPR, 2023)

DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks. - Jiaxin Zhang 003; Dezhi Peng; Chongyu Liu; Peirong Zhang 001; Lianwen Jin (CVPR, 2024)

TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models. - Jiahuan Cao; Dezhi Peng; Peirong Zhang 001; Yongxin Shi; Yang Liu 353; Kai Ding 009; Lianwen Jin (EMNLP (Findings), 2024)

Online Writer Retrieval With Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach. - Peirong Zhang 001; Lianwen Jin (IEEE Trans. Inf. Forensics Secur., 2024)

Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration.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)

Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincaré sphere. - Mingru Yang; Yanmei Gu; Qianhua He; Yanxiong Li; Peirong Zhang 001; Yongqiang Chen; Zhiming Wang; Huijia Zhu; Jian Liu; Weiqiang Wang 002 (INTERSPEECH, 2025)

TongGu-VL: Advancing Visual-Language Understanding in Chinese Classical Studies through Parameter Sensitivity-Guided Instruction Tuning. - Jiahuan Cao; Yang Liu 353; Peirong Zhang 001; Yongxin Shi; Kai Ding 009; Lianwen Jin (ACM Multimedia, 2025)

From Pixels to Semantics: A Novel MLLM-Driven Approach for Explainable Tampered Text Detection. - Guitao Xu; Ziqi Yi; Peirong Zhang 001; Jiahuan Cao; Shihang Wu; Lianwen Jin (ACM Multimedia, 2025)

Generalizable Audio Deepfake Detection via Risk-Aware Style Alignment and Structural Empirical Risk Minimization. - Mingru Yang; Yanmei Gu; Qianhua He; Peirong Zhang 001; Haolin He; Zhiming Wang; Huijia Zhu; Jian Liu; Weiqiang Wang 002 (ACM Multimedia, 2025)

Capturing More: Learning Multi-Domain Representations for Robust Online Handwriting Verification. - Peirong Zhang 001; Kai Ding 009; Lianwen Jin (ACM Multimedia, 2025)

Towards Real-World Document Specular Highlight Removal: The DocHighlight Dataset and DocSHRNet Method. - Haowei Xu; Jiaxin Zhang 003; Hiuyi Cheng; Peirong Zhang 001; Xuhan Zheng; Lianwen Jin (PRCV (7), 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)

Enhancing document dewarping evaluation: A new metric with improved accuracy and efficiency. - Jiaxin Zhang 003; Peirong Zhang 001; Dezhi Peng; Haowei Xu; Lianwen Jin (Pattern Recognit. Lett., 2025)

Privacy-Preserving Biometric Verification With Handwritten Random Digit String. - Peirong Zhang 001; Yuliang Liu; Songxuan Lai; Hongliang Li; Lianwen Jin (IEEE Trans. Pattern Anal. Mach. Intell., 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)

Smaller But Better: Unifying Layout Generation with Smaller Large Language Models. - Peirong Zhang 001; Jiaxin Zhang 003; Jiahuan Cao; Hongliang Li; Lianwen Jin (Int. J. Comput. Vis., 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)

Frequency Mining Empowered by Text Aggregation: A New Perspective on Document Image Tampering Detection. - Ziqi Yi; Guitao Xu; Shihang Wu; Peirong Zhang 001; Lianwen Jin (AAAI, 2026)

DocAligner: Automating the annotation of photographed documents through real-virtual alignment. - Jiaxin Zhang 003; Peirong Zhang 001; Huiyi Cheng; Xinhong Chen; Haowei Xu; Kai Ding 009; Lianwen Jin (Pattern Recognit., 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)