Precise detection of Chinese characters in historical documents with deep reinforcement learning. - Sihang Wu; Jiapeng Wang 003; Weihong Ma; Lianwen Jin (Pattern Recognit., 2020)

Improving Machine Understanding of Human Intent in Charts. - Sihang Wu; Canyu Xie; Yuhao Huang; Guozhi Tang; Qianying Liao; Jiapeng Wang 003; Bangdong Chen; Hongliang Li; Xinfeng Chang; Hui Li; Kai Ding 009; Yichao Huang; et al. (ICDAR (3), 2021)

Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences. - Jiapeng Wang 003; Tianwei Wang; Guozhi Tang; Lianwen Jin; Weihong Ma; Kai Ding 009; Yichao Huang (IJCAI, 2021)

CMT-Co: Contrastive Learning with Character Movement Task for Handwritten Text Recognition. - Xiaoyi Zhang; Jiapeng Wang 003; Lianwen Jin; Yujin Ren; Yang Xue 001 (ACCV (7), 2022)

LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding. - Jiapeng Wang 003; Lianwen Jin; Kai Ding 009 (ACL (1), 2022)

ChaCo: Character Contrastive Learning for Handwritten Text Recognition. - Xiaoyi Zhang; Tianwei Wang; Jiapeng Wang 003; Lianwen Jin; Canjie Luo; Yang Xue 001 (ICFHR, 2022)

CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval. - Jiapeng Wang 003; Chengyu Wang 001; Xiaodan Wang; Jun Huang 007; Lianwen Jin (ACL (industry), 2023)

Towards Better Translations from Classical to Modern Chinese: A New Dataset and a New Method. - Zongyuan Jiang; Jiapeng Wang 003; Jiahuan Cao; Xue Gao; Lianwen Jin (NLPCC (1), 2023)

ConaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval. - Jiapeng Wang 003; Chengyu Wang 001; Xiaodan Wang; Jun Huang 007; Lianwen Jin (CoRR, 2023)

PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents. - Wenhui Liao; Jiapeng Wang 003; Zening Lin; Longfei Xiong; Lianwen Jin (ACL (Findings), 2024)

DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation. - Jiapeng Wang 003; Chengyu Wang 001; Tingfeng Cao; Jun Huang 007; Lianwen Jin (ACL (Findings), 2024)

VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models. - Jiapeng Wang 003; Chengyu Wang 001; Kunzhe Huang; Jun Huang 007; Lianwen Jin (EMNLP, 2024)

PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction. - Zening Lin; Jiapeng Wang 003; Teng Li; Wenhui Liao; Dayi Huang; Longfei Xiong; Lianwen Jin (ACM Multimedia, 2024)

DocLayLLM: An Efficient and Effective Multi-modal Extension of Large Language Models for Text-rich Document Understanding. - Wenhui Liao; Jiapeng Wang 003; Hongliang Li; Chengyu Wang 001; Jun Huang 007; Lianwen Jin (CoRR, 2024)

DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding. - Wenhui Liao; Jiapeng Wang 003; Hongliang Li; Chengyu Wang 001; Jun Huang 007; Lianwen Jin (CVPR, 2025)

Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis. - Jiapeng Wang 003; Chengyu Wang 001; Jun Huang 007; Lianwen Jin (IJCAI, 2025)

LiLTv2: Language-substitutable Layout-image Transformer for Visual Information Extraction. - Jiapeng Wang 003; Zening Lin; Dayi Huang; Longfei Xiong; Lianwen Jin (ACM Trans. Multim. Comput. Commun. Appl., 2025)