金连文
华南理工大学电子与信息学院，
二级教授，博士生导师
深度学习与视觉计算实验室
主任
Email: eelwjin@scut.edu.cn
(primary), Lianwen.jin@gmail.com
(secondary)
地址：广东省广州市五山路381号华南理工大学逸夫科学馆
Google Scholar: https://scholar.google.com/citations?user=WMUStEUAAAAJ&hl=en&oi=ao
DBLP: https://dblp.org/pid/54/3221.html
个人简介
1991年本科毕业于中国科技大学无线电系，获无线电新技术专业及计算机软件及应用技术专业双学位，1996年于华南理工大学通信与电子系统专业获博士学位。2006入选教育部新世纪优秀人才，2011年入选省级人才项目。目前为华南理工大学二级教授，博士生导师，曾兼任IEEE
Signal Processing Guangdong Chapter主席(2014-2016)，兼任广东省图像图形学会理事长、中国图象图形学学会常务理事、中国图象图形学学会文档图像分析与识别专委会主任（2017-2024）、中国图象图形学学会机器视觉专委会常务委员、中国人工智能学会模式识别专委会常务委员、中国自动化学会模式识别与机器智能专委会常务委员、中国计算机学会计算机视觉专委会委员、中国计算机学会人机交互专委会委员、广东省高校“音视频图文智能信息处理”工程研究中心主任等职。主要研究领域为光学文字识别（OCR）、多模态大模型、通用人工智能（AGI）、计算机视觉等。在重要国际期刊、以及权威国际会议论文300余篇，Google Scholar 引用数170000余次，H-index为68。连续多年入选“斯坦福大学全球前2％顶尖科学家”榜单。获得发明专利授权70余项。先后主持了国家科技支撑计划课题、国家重点研发计划课题、国家自然科学基金重点及面上项目、广东省自然科学基金团队、重点及面上项目、广东省重大科技计划、企业合作项目等在内的科研项目80余项。作为主要成员荣获广东省科技进步一等奖（排名第1）、教育部自然科学二等奖（排名第4）及广东省自然科学奖一等奖（排名第5）、广东省科技进步二等奖（排名第3）、广东省科技进步二等奖（排名第5）、2020年吴文俊人工智能科技进步奖（排名第2）、2021年中国图象图形学会科技进步二等奖（排名第2）、2021年中国电子学会科技进步二等奖（排名第3）各1次，荣获国际国内学术竞赛第一名（冠军）二十余次。指导学生入选“华为天才少年”1人次；指导学生荣获中国图象图形学学会“优秀博士论文”奖励1项；指导学生荣获中国
“互联网+”大学生创新创业大赛全国金奖1项。
研究方向
² 光学文字识别（OCR），文档智能（Document
Intelligence /Document AI）
² 通用人工智能（AGI）、多模态大模型
² 手写文字识别、文档图像分析与处理
² 计算机视觉及图像处理
² 自然语言处理及其应用
--- 发表论文 ---
2025
Journal
Papers
1.
Peirong Zhang, Yuliang Liu, Songxuan
Lai, Hongliang Li, Lianwen Jin*，Privacy-Preserving Biometric Verification with Handwritten Random Digit
String， IEEE Transactions on Pattern Analysis and Machine
Intelligence (TPAMI), 2025 （SCI 2023 IF: 20.80, CCF/CAAI
A类期刊，中科院一区/Top期刊）
2.
Yuliang Liu, Mingxin Huang, Hao Yan,
Linger Deng, Weijia Wu, Hao Lu, Chunhua Shen, Lianwen Jin*, Xiang Bai, VimTS: A
Unified Video and Image Text Spotter for Enhancing the Cross-domain
Generalization, IEEE Transactions on Pattern Analysis and Machine
Intelligence (TPAMI), 2025 （SCI 2023 IF: 20.80, CCF/CAAI A类期刊，中科院一区/Top期刊）
3.
Peirong Zhang, Jiaxin Zhang, Jiahuan
Cao, Hongliang Li, Lianwen Jin*, Smaller but Better: Unifying Layout Generation
with Smaller Large Language Models, International
Journal of Computer Vision (IJCV), 2025
（SCI 2023 IF: 11.6, JCR Q1区，CCF/CAAI A类期刊）
4.
Yuliang Liu, Zhang Li, Mingxin Huang,
Biao Yang, Wenwen Yu, Chunyuan Li, Xucheng Yin, Cheng-lin Liu, Lianwen Jin,
Xiang Bai*, OCRBench: On the hidden mystery of OCR in large multimodal models, SCIENCE
CHINA Information Sciences, 2025 (SCI 2023 IF: 7.3,
JCR Q1区)
5.
Chongyu Liu, Qing Jiang, Dezhi Peng,
Yuxin Kong, Jiaixin Zhang, Longfei Xiong, Jiwei Duan, Cheng Sun, Lianwen Jin*,
QT-TextSR: Enhancing Scene Text Image Super-Resolution via Efficient
Interaction with Text Recognition Using a Query-aware Transformer Neurocomputing, 2025（SCI 2023 IF: 5.5, JCR Q1区）
6.
Yongxin Shi, Dezhi Peng, Yuyi Zhang, Jiahuan Cao, and Lianwen
Jin, HisDoc1B: A Large-Scale Dataset for Chinese Historical Document
Recognition and Analysis, Scientific Data, 2025. （SCI 2023 IF: 5.80, JCR Q1区, Nature子刊）
Conference
Papers
7.
Jiaxin Zhang, Wentao Yang, Songxuan Lai,
Zecheng Xie, Lianwen Jin*, DocKylin: A Large Multimodal Model for Visual
Document Understanding with Efficient Visual Slimming, AAAI 2025. (CCF A类会议)
8.
Zhenhua Yang, Dezhi Peng, Yongxin Shi,
Yuyi Zhang, Chongyu Liu, Lianwen Jin*, Predicting the Original Appearance of
Damaged Historical Documents, AAAI 2025. (CCF A类会议)
9.
Chenfan Qu, Yiwu Zhong, Fengjun Guo,
Lianwen Jin*, Revisiting Tampered Scene Text Detection in the Era of Generative
AI, AAAI 2025. (CCF A类会议)
2024
Journal Papers
10.
Peirong Zhang, Lianwen Jin*, Online
Writer Retrieval with Chinese Handwritten Phrases: A Synergistic
Temporal-Frequency Representation Learning Approach, IEEE Transactions on
Information Forensics and Security (TIFS), 2024.（SCI 2023 IF: 6.3, CCF A类期刊，中科院一区/Top期刊）
11.
Jiaxin Zhang, DaiZhen Jia, Chongyu Liu, Dezhi Peng, Bangdong Chen, Xue Gao, and
Lianwen Jin*, Towards Accurate Readings of Water Meters by Eliminating
Transition Error: New Dataset and Effective Solution, IEEE Transactions on
Instrumentation and Measurement (TIM) （SCI 2023 IF: 5.199, JCR Q1区，中科院二区/Top期刊）
12.
Hongliang Li, Dezhi Peng, Lianwen Jin*,
EGO-LM: An Efficient, Generic, and Out-of-the-box Language Model for
Handwritten Text Recognition, Pattern Recognition, 2024. （SCI 2022 IF: 8.518, JCR Q1区，中科院一区/Top期刊）
13.
Ziyan Li, Yuhao Huang, Dezhi Peng,
Mengchao He, Lianwen Jin*, SideNet:
Learning Representations from Interactive Side Information for Zero-shot
Chinese Character Recognition, Pattern Recognition, 2024. （SCI 2022 IF: 8.518, JCR Q1区，中科院一区/Top期刊）
14.
Zhe Li, Wentao Yang, Hengnian Qi,
Lianwen Jin*, Yichao Huang, Kai Ding, A Tree-Based Model with Branch Parallel
Decoding for Handwritten Mathematical Expression Recognition, Pattern
Recognition, 2024. （SCI 2022 IF: 8.518, JCR Q1区，中科院一区/Top期刊）
15.
Chongyu Liu, Dezhi Peng, Yuliang Liu, Lianwen
Jin*, CTRNet++: Dual-path Learning with Local-global Context Modeling for Scene
Text Removal, ACM Transactions on Multimedia Computing Communications and
Applications (TOMM) 2024. （SCI 2022 IF: 5.2, JCR Q1区）
16.
Jiapeng Wang, Zening Lin, Dayi Huang,
Longfei Xiong, Lianwen Jin*, LiLTv2: Language-substitutable Layout-Image
Transformer for Visual Information Extraction， ACM Transactions on Multimedia Computing Communications and Applications
(TOMM) 2024. （SCI 2022 IF: 5.2, JCR Q1区）
17.
Jiale Cheng, Dongzi Shi, Chenyang Li, Yu
Li, Hao Ni, Lianwen Jin, Xin Zhang*, Skeleton-based
Gesture Recognition with Learnable Paths and Signature Features, IEEE
Transactions on Multimedia (TMM), 2024（SCI 2022 IF: 8.182, JCR Q1区，中科院一区/Top期刊）
18.
Yuyi Zhang, Yuanzhi Zhu, Dezhi Peng,
Peirong Zhang, Zhenhua Yang, Zhibo Yang, Cong Yao, Lianwen Jin∗, HierCode: A Lightweight Hierarchical
Codebook for Zero-Shot Chinese Text Recognition, Pattern Recognition,
2024. （SCI 2023 IF: 7.5, JCR Q1区，CAAI A类期刊，中科院一区/Top期刊）
19.
Ziyan Lia, Lianwen Jin∗, Chengquan Zhang, Jiaxin Zhang, Zecheng
Xie, Pengyuan Lyu, Kun Yao, Irregular Text Block Recognition via Decoupling
Visual, Linguistic, and Positional Information, Pattern Recognition,
2024. （SCI 2022 IF: 8.518, JCR Q1区，中科院一区/Top期刊）
20.
Zhishu Sun; Luojun Lin*; Yuanlong Yu;
Lianwen Jin, Learning feature alignment across attribute domains for improving
facial beauty prediction, Expert Systems with Applications, 2024（SCI 2022 IF: 8.50, JCR Q1区，中科院一区/Top期刊）
21.
Yuliang Liu, Pengjie Wang, Kaile Zhang,
Jinpeng Wan, Haisu Guan, Zhebin Kuang, Xinyu Wang, Lianwen Jin, and Xiang Bai*,
An open dataset for Oracle bone character recognition and decipherment, Scientific
Data. （SCI 2023 IF: 5.80, JCR Q1区, Nature子刊）
Conference Papers
22.
Jiaxin Zhang, Dezhi Peng, Chongyu Liu,
Peirong Zhang, Lianwen Jin*, DocRes: A Generalist Model Toward Unifying
Document Image Restoration Tasks, CVPR 2024 (CCF A类会议，计算机视觉&人工智能顶会).
23.
Mingxin Huang, Hongliang Li, Yuliang
Liu, Xiang Bai, Lianwen Jin*, Bridging the Gap Between End-to-End and Two-Step
Text Spotting, CVPR 2024 (CCF A类会议，计算机视觉&人工智能顶会).
24.
Chenfan Qu, Yiwu Zhong, Chongyu Liu,
Guitao Xu, Dezhi Peng, Fengjun Guo, Lianwen Jin*, Towards Modern Image
Manipulation Localization: A Large-Scale Dataset and Novel Methods, CVPR
2024 (CCF A类会议，计算机视觉&人工智能顶会).
25.
Wenhui Liao, Jiapeng Wang, Zening Lin,
Longfei Xiong, Lianwen Jin*, PPTSER: A Plug-and-Play Tag-guided Method for
Few-shot Semantic Entity Recognition on Visually-rich Documents, ACL 2024
(CCF A类会议，NLP&人工智能顶会)
26.
Haisu Guan, Huanxin Yang, Xinyu Wang,
Yongge Liu, Lianwen Jin, Xiang Bai, Yuliang Liu, Deciphering Oracle Bone
Language with Diffusion Models, ACL 2024 (CCF A类会议，NLP&人工智能顶会，ACL 2024 Best Paper
Award)
27.
Jiapeng Wang, Chengyu Wang, Tingfeng
Cao, Jun Huang, Lianwen Jin*, DiffChat: Learning to Chat with Text-to-Image
Synthesis Models for Interactive Image Creation, ACL 2024 (CCF A类会议，NLP&人工智能顶会)
28.
Jiahuan Cao, Dezhi Peng, Peirong Zhang,
Yongxin Shi, Yang Liu, Kai Ding, Lianwen Jin*，Jiahuang Cao, Yang Liu, Lianwen Jin*, TongGu: Mastering Classical Chinese
Understanding with Knowledge-Grounded Large Language Models, EMNLP 2024.
(CAAI A类会议，CCF B类会议，NLP&人工智能顶会)
29.
Jiapeng Wang, Chengyu Wang, Kunzhe
Huang, Jun Huang, Lianwen Jin*, VideoCLIP-XL: Advancing Long Description
Understanding for Video CLIP Models, EMNLP 2024 (CAAI A类会议，CCF B类会议，NLP&人工智能顶会)
30.
Dezhi
Peng, Zhenhua Yang, Jiaxin
Zhang, Chongyu Liu, Yongxin
Shi, Kai Ding, Fengjun Guo, Lianwen Jin*，UPOCR: Towards Unified Pixel-Level
OCR Interface, ICML 2024. (CCF A类会议)
31.
Jiahuan Cao, Yang Liu, Yongxin Shi, Kai
Ding, Lianwen Jin*, WenMind: A Comprehensive Benchmark for Evaluating Large
Language Models in Chinese Classical Literature and Language Arts, NeurIPS
2024. (CCF A类会议)
32.
Dezhi Peng, Chongyu Liu, Yuliang Liu,
Lianwen Jin*, ViTEraser: Harnessing the
Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining, AAAI
2024 (CCF A类会议)
33.
Ning Zhang, Hiuyi Cheng, Jiayu Chen,
Zongyuan Jiang, Jun Huang , Yang Xue,
Lianwen Jin*, M2Doc: A Multi-Modal Fusion Approach for Document Layout
Analysis, AAAI 2024 (CCF A类会议)
34.
Zhenhua Yang, Dezhi Peng, Yuxin Kong,
Yuyi Zhang, Cong Yao, Lianwen Jin*, FontDiffuser: One-Shot Font Generation via
Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive
Learning, AAAI 2024 (CCF A类会议)
35.
Ruilu Wang, Yang Xue*, Lianwen Jin,
DocNLC: A Document Image Enhancement Framework with Normalized and Latent
Contrastive Representation for Multiple Degradations , AAAI 2024 (CCF A类会议)
36.
Zening Lin, Jiapeng Wang, Teng Li,
Wenhui Liao, Dayi Huang, Longfei Xiong, Lianwen Jin*. PEneo: Unifying Line
Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair
Extraction, ACM MM 2024. (CCF A类会议)
37.
Yaqiang Wu, Zhen Xu, Yong Duan, Yanlai
Wu, Qinghua Zheng, Hui Li, Xiaochen Hu, Lianwen Jin. RDLNet: A Novel and
Accurate Real-world Document Localization Method. ACM MM 2024. (CCF A类会议)
38.
Zhen
Xu, Ziqiang Chen, Yaqiang
Wu, Hui Li, Wanjun Lv,
Lianwen Jin, Qianying Wang, A Multi-Scale Bimodal
Fusion Network For Robust and Accurate Online Handwriting Recognition, ICASSP 2024 (CCF B类会议)
39.
Zongyuan Jiang, Jiayu Chen, Chongyu Liu,
Ning Zhang, Jun Huang, Xue Gao*, Lianwen Jin*, RISC: Boosting High-quality
Referring Image Segmentation via Foundation Model CLIP，ICME 2024 (CCF B类会议)
40.
Yuxin Kong, Weihong Ma, Lianwen Jin* and
Xue Yang, GARDEN: Generative Prior Guided Network for Scene Text Image
Super-Resolution, ICDAR 2024 (CCF C类会议, CAAI B类会议)
41.
Pengjie Wang, Kaile Zhang, Xinyu Wang,
Shengwei Han, Yongge Liu, Lianwen Jin, Xiang Bai and Yuliang Liu*, Puzzle
Pieces Picker: Deciphering Ancient Chinese Characters with Radical
Reconstruction, ICDAR 2024 (CAAI B类会议，CCF C类会议)
42.
Xinhong Chen, Bangdong Chen, Chenfan Qu,
Dezhi Peng, Chongyu Liu and Lianwen Jin*, DTSM: Toward Dense Table Structure
Recognition with Text Query Encoder and Adjacent Feature Aggregator, ICDAR
2024 (CAAI B类会议，CCF C类会议)
43.
Linger Deng, Mingxin Huang, Xudong Xie,
Yuliang Liu*, Lianwen Jin and Xiang Bai, Progressive Evolution from
Single-Point to Polygon for Scene Text, ICDAR 2024 (CAAI B类会议，CCF C类会议)
44.
Zening Lin, Jiapeng Wang, Wenhui Liao,
Weicong Dai, Longfei Xiong, Lianwen Jin*, ROISER: Towards Real World Semantic
Entity Recognition from Visually-rich Documents ICPR 2024 (CCF C类会议，CAAI B类会议，IAPR旗舰会议)
2023
Journal Papers
45. Yuliang Liu, Jiaxin Zhang, Dezhi Peng, Mingxin Huang, Xinyu Wang, Jingqun
Tang, Can Huang,Dahua Lin, Chunhua Shen, Xiang Bai, Lianwen Jin*, SPTS v2:
Single-Point Scene Text Spotting, IEEE Transactions on Pattern Analysis and Machine
Intelligence (TPAMI)，2023 （SCI 2021 IF=24.314，中科院一区/Top期刊，JCR Q1区, CCF A类期刊）
46.
Chongyu Liu, Cheng Jian, Jiarong Huang,
Wentao Yang, Yongxin Shi, Qing Jiang, and Lianwen Jin, A Robust and Efficient
Algorithm for Chinese Historical Document Analysis and Recognition, National Science Review (NSR), 2023. （SCI 2022 IF:
23.178, JCR Q1区，中科院一区/Top期刊）
47.
Zhe Li, Xinyu Wang, Yuliang Liu*,
Lianwen Jin*, Yichao Huang, Kai Ding, Improving Handwritten Mathematical
Expression Recognition via Similar Symbol Distinguishing, IEEE Transactions on
Multimedia (TMM), 2023（SCI 2022 IF: 8.182, JCR Q1区，中科院一区/Top期刊）
48.
Jiaxin Zhang, Lingyu Liang, Kai Ding*,
Fengjun Guo, and Lianwen Jin*, Appearance Enhancement for Camera-captured
Document Images in the Wild, IEEE Transactions on Artificial Intelligence
(TAI), 2023
49.
Jiale Cheng, Dongzi Shi, Chenyang Li, Yu
Li, Hao Ni, Lianwen Jin, Xin Zhang*, Skeleton-based
Gesture Recognition with Learnable Paths and Signature Features, IEEE
Transactions on Multimedia (TMM), 2023（SCI 2022 IF: 8.182, JCR Q1区，中科院一区/Top期刊）
50.
Zhile Chen, Yuhui Quan, Ruotao Xu,
Lianwen Jin, Yong Xu*, Enhancing texture representation with deep tracing
pattern encoding, Pattern Recognition, 2023. （SCI 2022 IF: 8.518, JCR Q1区，中科院一区/Top期刊）
51.
Hongyi Wang, Yang Xue*, Jiaxin Zhang,
Lianwen Jin，Scene table structure recognition with segmentation collaboration and
alignment, Pattern Recognition Letters, 2023. (SCI IF=4.757, JCR Q1区)
52.
刘成林，金连文，白翔，李晓辉，殷飞，文档智能分析与识别前沿：回顾与展望，中国图象图形学报，2023. (CCF B类中文期刊)
53.
严昊; 刘禹良; 金连文; 白翔，类ChatGPT大模型发展、应用和前景，中国图象图形学报, 2023, 28(9): 2749-2762 (CCF B类中文期刊)
54.
刘禹良; 李鸿亮; 白翔; 金连文，浅析ChatGPT: 历史沿革、应用现状及前景展望，中国图象图形学报, 2023, 28(4): 893-902 (CCF B类中文期刊)
Conference Papers:
55.
Chenfan Qu, Chongyu Liu, Yuliang Liu,
Xinhong Chen, Dezhi Peng, Fengjun Guo, Lianwen Jin*, Towards Robust
Tampered Text Detection in Document Image: New dataset and New Solution, CVPR
2023 (CCF A类会议，计算机视觉&人工智能顶会).
56.
Hiuyi Cheng, Sihang Wu, Peirong Zhang, Jiaxin Zhang, Qiyuan Zhu, Xiezecheng Xie, Jing Li, Kai Ding, Lianwen Jin*, M6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout,
Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout
Analysis, CVPR 2023 (CCF A类会议，计算机视觉&人工智能顶会).
57.
Weifeng Lin , Wu Ziheng, Jiayu Chen ,
Jun Huang , Lianwen Jin*, Scale-Aware Modulation Meet Transformer, ICCV 2023 (CCF A类会议，计算机视觉&人工智能顶会).
58.
Mingxin Huang, Jiaxin Zhang, Dezhi Peng,
Yuliang Liu, Hao Lu, Can Huang, Xiang Bai, Lianwen Jin*, ESTextSpotter: Towards
Better Scene Text Spotting with Explicit Synergy in Transformer, ICCV 2023 (CCF A类会议，计算机视觉&人工智能顶会).
59.
Qing Jiang, Jiapeng Wang, Dezhi Peng,
Chongyu Liu, Lianwen Jin*, Revisiting Scene Text Recognition: A Data
Perspective, ICCV 2023 (CCF A类会议，计算机视觉&人工智能顶会).
60.
Wentao Yang, Zhe Li, Dezhi Peng, Lianwen Jin*, Mengchao He, Cong Yao, Read
Ten Lines at One Glance: Line-Aware Semi-Autoregressive Transformer for
Multi-Line Handwritten Mathematical Expression Recognition, ACM MM 2023 (CCF A类会议).
61.
Yongxin Shi, Chongyu Liu, Dezhi Peng, Cheng Jian, Jiarong Huang, Lianwen
Jin*, M5HisDoc: A Large-scale Multi-style Chinese Historical Document Analysis
Benchmark, NeurIPS 2023 (Datasets & Benchmarks Track) (CCF A类会议).
62.
Jiapeng Wang, Chengyu Wang, Xiaodan
Wang, Jun Huang and Lianwen Jin, CocaCLIP: Exploring Distillation of
Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image
Retrieval, ACL 2013 (Industry Track). (ACL是NLP领域CCF A类会议)
63.
Bingyan Liu, Weifeng Lin, Zhongjie Duan,
Chengyu Wang, Wu Ziheng, Zhang Zipeng, Kui Jia, Lianwen Jin, Cen CHEN and Jun
Huang, Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers
with Fast Inference Speed, ACL 2013 (Industry Track). (ACL是NLP领域CCF A类会议)
64.
Li Zhuoming, Peng Fan, Xue Yang, Ni Hao
and Jin Lianwen, Scene Table Structure Recognition with Segmentation and Key
Point Collaboration, ICDAR 2023 oral (CCF C类会议)
65.
Cheng Jian, Lianwen Jin*, Lingyu Liang
and Chongyu Liu, HisDoc R-CNN: Robust Chinese Historical Document Text Line
Detection with Dynamic Rotational Proposal Network and Iterative Attention
Head, ICDAR 2023 oral (CCF C类会议)
66.
Jiarong Huang, Dezhi Peng, Hongliang Li,
Hao Ni and Lianwen Jin*, SegCTC: Offline Handwritten Chinese Text Recognition
via Better Fusion between Explicit and Implicit Segmentation, ICDAR 2023
(CCF C类会议)
67.
Liufeng Huang, Bangdong Chen, Chongyu
Liu, Dezhi Peng, Weiying Zhou, Yaqiang Wu, Hui Li, Hao Ni and Lianwen Jin*,
EnsExam: A Dataset for Handwritten Text Erasure on Examination Papers, ICDAR
2023 (CCF C类会议)
68.
Haiyang Li, Chongyu Liu, Jiapeng Wang,
Mingxin Huang, Weiying Zhou and Lianwen Jin*, DTDT: Highly Accurate Dense Text
Line Detection in Historical Documents via Dynamic Transformer, ICDAR 2023
oral (CCF C类会议)
69.
Dongliang Luo, Yu Zhou, Rui Yang, Yuliang Liu,
Xianjin Liu, Jishen Zeng, Enming Zhang, Biao Yang, Ziming Huang, Lianwen Jin
and Xiang Bai, ICDAR 2023 Competition on Detecting Tampered Text in Images, ICDAR 2023 (invited paper) (CCF C类会议)
70.
Chenyang Gao, Yuliang Liu, Shiyu Yao, Jinfeng Bai, Xiang
Bai, Lianwen Jin and Cheng-Lin Liu, ICDAR 2023 Competition on Recognition of
Multi-line Handwritten Mathematical Expressions, ICDAR 2023 (invited paper) (CCF C类会议)
71.
Zongyuan Jiang, Jiapeng Wang, Jiahua Cao, Xue Gao, Lianwen Jin*, Towards Better Translations from
Classical to Modern Chinese: A New Dataset and a New Method. NLPCC 2023 (CCF C类会议)
2022
Journal Papers
72.
Songxuan Lai, Lianwen Jin*, Yechen Zhu, Ze Li, Luojun Lin, SynSig2Vec:
Forgery-free Learning of Dynamic Signature Representations by Sigma
Lognormal-based Synthesis, IEEE TPAMI，2022 （SCI 2021 IF=24.31，中科院一区/Top期刊，JCR Q1区, CCF A类期刊）
73.
Yuliang Liu, Chunhua Shen*, Lianwen Jin*, Tong He, Peng Chen, Chongyu Liu,
Hao Chen, ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end
Text Spotting, IEEE TPAMI，2022 （SCI 2021 IF=24.31，中科院一区/Top期刊，JCR Q1区, CCF A类期刊）
74.
Jiajia Jiang, Songxuan Lai, Lianwen Jin*, Yecheng Zhu, DsDTW: Local
Representation Learning with Deep soft-DTW for Dynamic Signature Verification,
IEEE Transactions on Information Forensics and Security (TIFS), 2022.（SCI 2022 IF=7.231, JCR Q1区，CCF A类期刊，中科院一区/Top期刊）
75. Canjie Luo, Yuanzhi Zhu, Lianwen
Jin*; Zhe Li, Dezhi Peng, SLOGAN: Handwriting Style Synthesis for
Arbitrary-Length and Out-of-Vocabulary Text, IEEE TNNLS, 2022（SCI 2022 IF:
14.255, JCR Q1区，中科院一区/Top期刊）
76.
Dezhi Peng, Lianwen Jin*, Weihong Ma, Canyu Xie, Hesuo Zhang, Shenggao
Zhu, and Jing Li, Recognition of Handwritten Chinese Text by Segmentation: A
Segment-annotation-free Approach, IEEE Transactions on Multimedia (TMM),
2022（SCI 2022 IF:
8.182, JCR Q1区，中科院一区/Top期刊）
77.
Lingyu Liang, Lianwen Jin*, Yong Xu, PDE Learning of Filtering and
Propagation for Task-Aware Facial Intrinsic Image Analysis, IEEE Transactions on Cybernetics (TCYB)
, vol.52, no. 2, pp 1021-1034, 2022.（SCI 2021 IF: 11.448, JCR Q1区，中科院一区/Top期刊）
78.
Dezhi Peng, Lianwen Jin*, Yuliang Liu, Canjie Luo, Songxuan Lai, PageNet:
Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text
Recognition, International Journal of Computer Vision (IJCV), 2022. （SCI 2021 IF: 13.369, JCR
Q1区，中科院二区/Top期刊）
79. Jiajia Jiang, Songxuan Lai,
Lianwen Jin*, Yecheng Zhu, Jiaxin Zhang, Bangdong Chen, Learning
to Generate Realistic Signatures for Forgery-free Offline Handwritten Signature
Verification, Neurocomputing, 2022（SCI 2021 IF= 5.779, JCR Q1区）
80. Ruben Tolosana, Ruben
Vera-Rodriguez, Carlos Gonzalez-Garcia, Santiago Rengifo, Aythami Morales
Julian Fierrez, Javier Ortega-Garcia, Juan Carlos Ruiz-Garcia, Sergio
Romero-Tapiador, Jiajia Jiang, Songxuan Lai, Lianwen Jin, et al.,
SVC-onGoing: Signature Verification Competition, Pattern Recognition,
2022. （SCI 2022 IF: 8.518, JCR Q1区，中科院一区/Top期刊）
81.
Ying Cai, Yuliang Liu*, Chunhua Shen, Lianwen Jin*, Yidong
Li, Daji Ergu, Arbitrarily Shaped
Scene Text Detection with Dynamic Convolution, Pattern Recognition,
2022. （SCI 2022 IF: 8.518, JCR Q1区，中科院一区/Top期刊）
82.
高良才, 李一博, 都林, 张新鹏, 朱子仪, 卢宁, 金连文, 永帅, 汤帜，表格识别技术研究进展，中国图象图形学报，vol.24, no.6, 2022. （CCF B类中文期刊 ）
Conference Papers:
83.
Jiapeng Wang, Lianwen Jin*, Kai Ding, LiLT: A Simple yet Effective Language-Independent Layout
Transformer for Multilingual Structured Text Understanding, ACL 2022 (CCF A, NLP领域顶会)
84. Canjie
Luo, Lianwen Jin*, Jingdong Chen, SimAN: Exploring Self-Supervised Representation Learning of
Scene Text via Similarity-Aware Normalization, CVPR 2022 (CCF A类会议，计算机视觉&人工智能顶会)
85.
Mingxin
Huang, Yuliang Liu, Zhenghao
Peng, Chongyu Liu, Dahua Lin, S.G. Zhu, N. Yuan, K.
Ding，Lianwen Jin*, SwinTextSpotter: Scene Text Spotting via Better Synergy
between Text Detection and Text Recognition, CVPR 2022 (CCF A类会议，计算机视觉&人工智能顶会)
86. Yuxin
Kong, Canjie Luo, Weihong
Ma, Qiyuan Zhu, Shenggao
Zhu, N. Yuan, Lianwen Jin*, Look Closer to Supervise Better: One-Shot
Font Generation via Component-Based Discriminator, CVPR 2022 (CCF A类会议，计算机视觉&人工智能顶会)
87.
Dezhi Peng, Xinyu Wang, Yuliang Liu, Jiaxin Zhang, Mingxin Huang, Songxuan Lai, Jing
Li, Shenggao Zhu, Dahua Lin, Chunhua
Shen, Xiang Bai, Lianwen Jin*, SPTS: Single-Point Text Spotting, ACM
MM 2022. oral (CCF A类会议，多媒体&图像处理顶会)
88. Jiaxin Zhang, Canjie Luo,
Lianwen Jin*, Fengjun Guo, Kai Ding, Marior: Margin Removal and Iterative Content Rectification
for Document Dewarping in the Wild, ACM
MM 2022 (CCF A类会议，多媒体&图像处理顶会)
89. Chongyu Liu, Lianwen Jin*, Yuliang
Liu, Canjie Luo, Bangdong
Chen, Fengjun Guo, Kai Ding, Don't Forget Me:
Accurate Background Recovery for Text Removal via Modeling Local-Global Context, ECCV 2022. (CCF B类会议，计算机视觉顶会)
90. Peirong Zhang, Jiajia Jiang,
Yuliang Liu, Lianwen Jin，MSDS: A Large-Scale Chinese Signature and Token
Digit String Dataset for Handwrting Verification，NeurIPS 2022 (Tracks on Datasets and Benchmarks) (CCF A类会议)
91.
Jizhao Ma, Lianwen Jin*, Jiaxin
Zhang, Jiajia Jiang, TextSRNet:
Scene Text Super-Resolution Based on Contour Prior and Atrous
Convolution, ICPR 2022 (oral) ICPR 2022 Best
Scientific Paper Award! (CCF C类会议)
92.
Yujin Ren, Jiaxin Zhang, Bangdong Chen, Xiaoyi Zhang,
Lianwen Jin, Look from a Higher-level Perspective: Attention and Recognition
Enhanced Multi-scale Segmentation Network for Scene Text, ACCV 2022 Oral (CCF C类会议, Oral论文录取率4.9%)
93.
Xiaoyi Zhang, Jiapeng Wang,
Lianwen Jin*, Yujin Ren, Yang Xue,
CMT-Co: Contrastive Learning with Character Movement Task for Handwritten Text
Recognition, ACCV 2022 Oral (CCF C类会议, Oral论文录取率4.9%, 最佳应用论文提名奖)
94.
Xiaoyi Zhang, Tianwei Wang,
Jiapeng Wang, Lianwen Jin, Canjie
Luo and Yang Xue, ChaCo: Character
Contrastive Learning for Handwritten Text Recognition, ICFHR 2022. （最佳学生论文奖）
95.
Bangdong Chen, Dezhi Peng, Jiaxin Zhang, Yujin Ren and
Lianwen Jin, Complex Table Structure Recognition in the Wild using Transformer
and Identity Matrix-based Augmentation, ICFHR 2022.
96.
Xiaoyi Zhen, Lianwen Jin, SCUT-CAB: A New Benchmark
Dataset of Ancient Chinese Books with Complex Layouts for Document Layout
Analysis, ICFHR 2022.
2021：
Journal Papers:
97. Songxuan Lai, Lianwen Jin*, Yechen Zhu, Ze Li, Luojun Lin,
SynSig2Vec: Forgery-free Learning of Dynamic Signature Representations by Sigma
Lognormal-based Synthesis, IEEE TPAMI，2021 （SCI IF=16.389，中科院一区/Top期刊，JCR Q1区, CCF A类期刊）
98. Yuliang Liu, Chunhua Shen*, Lianwen Jin*, Tong He, Peng Chen,
Chongyu Liu, Hao Chen, ABCNet v2: Adaptive Bezier-Curve Network for Real-time
End-to-end Text Spotting, IEEE TPAMI，2021 （SCI IF=16.389，中科院一区/Top期刊，JCR Q1区, CCF A类期刊）
99.
Canjie Luo, Qingxiang Lin, Yuliang Liu, Lianwen Jin*, Chunhua
Shen, Separating Content from Style Using Adversarial Learning for Recognizing
Text in the Wild, IJCV 2021 （SCI IF = 7.410,
JCR Q1区，中科院二区, CCF A类期刊/Top期刊）
100.
Yuliang Liu, Tong He, Hao Chen, Xinyu Wang, Canjie Luo, Shuaitao Zhang,
Chunhua Shen*, Lianwen Jin*, Exploring the Capacity of an Orderless Box
Discretization Network for Multi-orientation Scene Text Detection, IJCV 2021 （SCI IF =7.410,
JCR Q1区，中科院二区, CCF A类期刊/Top期刊）
101.
Tasweer Ahmad, Lianwen Jin*, Xin Zhang, Songxuan Lai, Guozhi Tang, Luojun
Lin, Graph Convolutional Neural Network for Action Recognition: A Comprehensive
Survey, IEEE Trans. Artificial Intelligence, 2021.
102.Xiaoxue Chen, Lianwenn Jin*,
Yuanzhi Zhu, Canjie Luo, Tianwei Wang, Text Recognition in the Wild: A Survey, ACM
Computing Surveys, 2021. （SCI
IF = 10.282, JCR Q1区, 中科院一区/Top期刊）
103.
Songbin Xu, Yang Xue*, Xin Zhang, Lianwen Jin, A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory
Translation of In-air Handwriting, Pattern Recognition, 2021. （SCI IF=7.740, JCR Q1区，中科院二区/Top期刊）
104.Yong Xu, Haoyang Zou,Yan Huang, Lianwen Jin, Haibin
Ling, Super-resolving blurry face images with identity preservation, Pattern Recognition Letters,
2021. (SCI
IF=3.756, JCR Q1区）
105.刘崇宇，陈晓雪，罗灿杰，金连文*，薛洋*，刘禹良，自然场景文本检测与识别的深度学习方法，中国图象图形学报，vol. 26, no.6, pp1330-1368, 2021. (
In Chinese)
Conference Papers:
106. Tianwei Wang, Yuanzhi Zhu, Lianwen Jin*, Dezhi Peng, Zhe Li, Mengchao He, Yongpan Wang, Canjie Luo, Implicit Feature Alignment: Learn to Convert
Text Recognizer to Text Spotter, CVPR 2021. (CCF
A类会议，计算机视觉&人工智能顶会)
107. Yiqin Zhu, Jianyong Chen, Lingyu
Liang, Zhanghui Kuang, Lianwen
Jin, Wayne Zhang, Fourier Contour Embedding for Arbitrary-Shaped Text
Detection, CVPR 2021. (CCF A类会议，计算机视觉&人工智能顶会)
108. Towards Robust Visual Information Extraction in
Real World: New Dataset and Novel Solution，AAAI 2021.
(人工智能顶会，CCF A类会议)
109. Jiapeng Wang, Tianwen Wang, Guozhi
Tang, Lianwen Jin*, Weihong Ma, Kai Ding, Yichao Huang, Tag, Copy or Predict: A Unified
Weakly-Supervised Learning Framework for Visual Information Extraction using
Sequences,
IJCAI 2021. (人工智能顶会，CCF A类会议)
110. Guozhi Tang, Lele Xie, Liannwen
Jin*, Jiapeng Wang, Jingdong
Chen, Zhen Xu, Qianying Wang, Yaqiang,
Wu, Hui Li, MatchVIE: Exploiting Match Relevancy
between Entities for Visual Information Extraction, IJCAI 2021.
(人工智能顶会，CCF A类会议)
111. Yuhao Huang, Lianwen Jin and Dezhi Peng， Zero-Shot Chinese Text
Recognition via Matching Class Embedding, ICDAR 2021. (CCF C类会议)
112. Sihang Wu, Canyu Xie,
Yuhao Huang, Guozhi Tang, Qianying Liao, Jiapeng Wang, Bangdong Chen, et al., Improving Machine Understanding of
Human Intent in Charts, ICDAR 2021. (CCF
C类会议)
113. Hesuo Zhang, Weihong Ma, Lianwen Jin, et al., DeMatch: Towards Understanding the Panel of Chart
Documents, ICDAR 2021. (CCF C类会议)
114. Weihong Ma, Hesuo Zhan, et al., Towards an
efficient framework for Data Extraction from Chart Images, ICDAR 2021. (CCF
C类会议)
115. Dezhi Peng, Canyu Xie,
Hongliang Li, Lianwen Jin, et al., Towards Fast,
Accurate and Compact Online Handwritten Chinese Text Recognition, ICDAR
2021. (CCF C类会议)
116. Qianying Liao, Qingxiang Lin, Lianwen Jin, Canjie Luo, Jiaxin Zhang, Dezhi Peng and Tianwei Wang, A
Multi-level Progressive Rectification Mechanism for Irregular Scene Text
Recognition, ICDAR 2021. (CCF C类会议)
2020 ：
Journal
Papers:
117.
Chongyu Liu, Yuliang Liu, Lianwen Jin*, Suaitao Zhang, Canjie Luo, Yongpan
Wang, EraseNet: End-to-End Text Removal in the Wild, IEEE Transactions on
Image Processing (TIP), 2020.（SCI IF=10.856, JCR Q1区，CCF A类期刊，中科院一区，Top期刊）
118.
Yuliang Liu, Lianwen Jin* Chuanming Fang, Arbitrarily
Shaped Scene Text Detection with a Mask Tightness Text Detector, IEEE Transactions on Image Processing (TIP), vol.29, pp 2918-2930, 2020.（SCI IF=10.856, JCR Q1区，CCF A类期刊，中科院一区，Top期刊）
119. Songxuan Lai, Yecheng Zhu,
Lianwen Jin*, Encoding Pathlet
and SIFT Features with Bagged VLAD for Historical Writer Identification, IEEE Transactions on
Information Forensics and Security (TIFS), vol.15, no. 6, pp 3553-3566,
2020.（SCI IF=7.178, JCR Q1区，CCF A类期刊，中科院二区，Top期刊）
120.
Sheng Zhang, Yuliang Liu, Lianwen Jin, Zhongrong Wei, Chunhua Shen, OPMP:
An Omni-directional Pyramid Mask Proposal Network for Arbitrary-shape Scene
Text Detection, IEEE Transactions on Multimedia (TMM) , vol.1xx, no. x,
pp xx, 2020.（SCI IF = 6.513, JCR Q1区，中科院二区，Top期刊）
121.Lingyu Liang, Lianwen Jin*, Yong Xu, PDE Learning of Filtering and
Propagation for Task-Aware Facial Intrinsic Image Analysis, IEEE Transactions on Cybernetics (TCYB) , vol.52, no.2, pp
1021-1034, 2020.（SCI IF = 11.448, JCR Q1区，中科院一区，Top期刊）
122.
Sihang Wu, Jiapeng Wang, Weihong Ma, Lianwen Jin*，Precise Detection of Chinese Characters in
Historical Documents with Deep Reinforcement Learning, Pattern Recognition, 2020. （SCI IF=7.740,
JCR Q1区，中科院二区，Top期刊）
123. Hesuo Zhang, Lingyu Liang*,
Lianwen Jin, SCUT-HCCDoc: A New Benchmark Dataset of
Handwritten Chinese Text in Unconstrained Camera-captured Documents, Pattern Recognition,
2020. （SCI IF=7.740, JCR Q1区，中科院二区，Top期刊）
124. Qingxiang Lin, Canjie Luo, Lianwen Jin*, Songxuan Lai, STAN: A Sequential
Transformation Attention-based
Network for Scene Text Recognition, Pattern Recognition,
2020. （SCI IF=7.740, JCR Q1区，中科院二区，Top期刊）
125.
Xiaoxue Chen, Tianwei Wang, Yuanzhi Zhu, Lianwen Jin*, Canjie Luo, Adaptive
Embedding Gate for Attention-Based Scene Text Recognition, Neurocomputing,
vol.381, pp261-271, 2020. （SCI IF= 5.719, JCR Q1区，中科院二区，Top期刊)
126.
Yunlong
Huang, Zenghui Sun, Lianwen Jin*, Canjie
Luo, EPAN: Effective Parts Attention Network for Scene Text Recognition, Neurocomputing, 2020.（SCI IF= 5.719, JCR Q1区，中科院二区，Top期刊)
127.Tasweer Ahmad, Lianwen Jin*,
Luojun Lin, Guozhi Tang, Action
recognition using sparse spatio-temporal GCN with
edge effective resistance, Neurocomputing,
2020.（SCI IF= 5.719,
JCR Q1区，中科院二区，Top期刊）
128.
Jiaxin Zhang; Canjie Luo;
Lianwen Jin, PhD; Tianwei Wang; Ziyan
Li; Weiying Zhou, SaHAN:
Scale-aware hierarchical attention network for scene text recognition, Pattern Recognition Letters, 2020. (SCI IF=3.756 JCR
Q2区）
Conference Papers:
129. Songxuan Lai, Lianwen Jin*,
Yecheng Zhu, Huiyun Mao, SynSig2Vec: Learning Representations from Synthetic
Dynamic Signatures for Real-world Verification, AAAI 2020. (CCF A类会议)
130. Tianwei Wang, Yuanzhi Zhu,
Lianwen Jin*, Canjie Luo, Xiaoxue Chen, Yapeng Wu, Qianyin Wang, Decoupled
Attention Network for Text Recognition, AAAI
2020. (CCF A类会议)
131.
Canjie Luo, Yuanzhi Zhu, Lianwen Jin, Yongpan Wang, Learn to Augment:
Joint Data Augmentation and Network Optimization for Text Recognition, CVPR
2020. (CCF A类会议)
132.
Yuliang Liu, Hao Cheng, Chunhua Shen, Tong He, Lianwen Jin, Liangwei Wang,
ABCNet: Arbitrarily-Shaped Scene Text Spotting with Adaptive Bezier-Curve
Network, CVPR 2020. (CCF A类会议)
133.
Xinyu Wang, Yuliang Liu, Chunhua Sheng, CC Ng, Canjie Luo, Lianwen Jin, et
al, On the General Value of Evidence, and Bilingual Scene-Text Visual Question
Answering, CVPR 2020. (CCF A类会议)
134.
Yaoxiong Huang, Mengchao He, Lianwen Jin, Yongpan Wang, RD-GAN:
Few/Zero-Shot Chinese Character Style Transfer via Radical Decomposition and
Rendering, ECCV 2020. (CCF B类会议，CV领域顶会之一)
135.
Canyu Xie, Songxuan Lai, Lianwen Jin and Qianying Liao, High performance
offline handwritten Chinese text recognition with a new data preprocessing and
augmentation pipeline, DAS 2020.
136.
Weihong Ma, Hesuo Zhang, Lianwen Jin, Sihang Wu, Jiapeng Wang and Yongpan
Wang, A Joint OCR and Layout Analysis Framework for Historical Document
Digitization, ICFHR 2020.
137.
Zhe Li, Lianwen Jin, Songxuan Lai and Yecheng Zhu, Improving
Attention-Based Handwritten Mathematical Expression Recognition with Scale
Augmentation and Drop Attention, ICFHR 2020.
138.
Yecheng Zhu, Songxuan Lai, Zhe Li and Lianwen Jin, Point-to-Set Similarity
Based Deep Metric Learning for Offline Signature Verification, ICFHR 2020.
2019
Journal papers:
139.
Songxuan Lai, Lianwen Jin*, Recurrent Adaptation Networks for Online
Signature Verification, IEEE Transactions on Information Forensics and
Security (TIFS), vol.14, no. 6, pp 1624-1637,
2019.（SCI IF=7.178, JCR Q1区，中科院二区，Top期刊）
140.
Luojun Lin, Yuliang Liu, Lianwen Jin*, Regression Guided by Relative Ranking
Using Convolutional Neural Network (R^3CNN) for Facial Beauty Prediction, IEEE
Transactions on Affective Computing (TAFFC), 2019.
(SCI IF=10.506,
JCR Q1区，中科院一区）
141.
Canjie Luo, Lianwen Jin*, Zenghui Sun, MORAN: A Multi-Object Rectified
Attention Network for Scene Text Recognition, Pattern Recognition, vol. 90, no.6, pp109-118, 2019（SCI IF=7.740, JCR Q1区中，中科院二区，Top期刊）
142.
Yuliang Liu, Lianwen Jin*, Shuaitao Zhang, Canjie Luo
and Sheng Zhang，Curved Scene Text Detection via Transverse
and Longitudinal Sequence Connection，Pattern Recognition, vol. 90, no.6, pp337-345, 2019（SCI IF=7.740,
JCR Q1区中，中科院二区，Top期刊）
143.
Zecheng Xie, Yiaoxiong Huang, Lianwen Jin*, Yuliang
Liu,Yuanzhi Zhua, Liangcai Gao, Xiaode Zhang, Weakly Supervised Precise
Segmentation for Historical Document Images, NeuroComputing, 2019 (SCI IF= 5.719,
JCR Q1区，中科院二区，Top期刊）
144.
Yuanzhi Zhu, ZeCheng Xie, Lianwen Jin*, Xiaoxue Chen, Yaoxiong Huang, Ming
Zhang, SCUT-EPT: a New Dataset and Benchmark for Offline Chinese Text
Recognition in Examination Paper, IEEE Access, vol.7, no.1, pp.370-382, 2019. (SCI IF=3.367,
JCR Q1区）
145.
Fan Yang, Lianwen Jin*, Songxuan Lai, Xue Gao, Zhaohai Li, Fully Convolutional
Sequence Recognition Network for water meter Number Reading, IEEE Access, vol.7, no.1, pp 11679-11687, 2019. (SCI IF=3.367,
JCR Q1区）
146.
Yuliang Liu, Lianwen Jin*, Songxuan
Lai, Automatic Labeling of Large Amounts of Handwritten Characters with
Gate-guided Dynamic Deep Learning, Pattern Recognition Letters, vol.119, no.3, pp94-102, 2019. (SCI IF=3.756，JCR Q1区）
147.
Tasweer Ahmad*, Lianwen Jin, Jialuo Feng, Guoizhi Tang, Human Action Recognition in
unconstrained trimmed videos using Residual Attention network and Joints Path
Signature, IEEE Access, 2019. (SCI IF=3.367,
JCR Q1区）
Conference papers:
148. Zecheng Xie, Yiaoxiong Huang,
Yuanzhi Zhu, Lianwen Jin*, Yuliang Liu, Lele Xie, Aggregation Cross-Entropy for
Sequence Recognition, CVPR 2019 (Oral).
(CCF A类会议)
149. Yuliang Liu, Lianwen Jin*,
Zecheng Xie, Canjie Luo, Lele Xie, Shuaitao Zhang, Tightness-aware Evaluation
Protocol for Scene Text Detection, CVPR
2019. (CCF A类会议)
150. Lele Xie, Yuliang Liu, Lianwen
Jin*, Zecheng Xie, DeRPN: Taking a further step toward more general object
detection, AAAI 2019. (CCF A类会议)
151. Shuaitao Zhang, Yuliang Liu,
Lianwen Jin*, Yaoxiong Huang, Songxuan Lai，EnsNet: Ensconce Text in the Wild,
AAAI 2019. (CCF A类会议)
152. Yang Chen, Xin Zhang, Lufan
Liao, Lianwen Jin, Weixin Yang, Skeleton-based Gesture Recognition Using
Several Fully Connected Layers with Path Signature Features and Temporal
Transformer Module, AAAI 2019. (CCF A类会议)
153. Luojun Lin, Linyu Liang,
Lianwen Jin*, Weijie Chen, Attribute-Aware
Convolutional Neural Networks for Facial Beauty Prediction, IJCAI 2019. (CCF A类会议)
154.
Yuliang Liu, Sheng Zhang, Lianwen Jin*, Lele Xie, Yaqiang Wu, Zhepeng Wang,
Omnidirectional Scene Text Detection with Sequential-free Box Discretization, IJCAI
2019. (CCF A类会议)
155.
Lingyu Liang, Lianwen Jin, Yong Xu, Adaptive GNN for Image Analysis and
Editing, NeurIPS 2019. (CCF A类会议)
156.
Dezhi Peng, Lianwen Jin, Yaqiang Wu, Zhepeng Wang, Mingxiang Cai, A Fast and Accurate Fully Convolutional
Network for End-to-End Handwritten Chinese Text Segmentation and Recognition ,
ICDAR 2019. (CCF C类会议)
157.
Yunlong
Huang , Canjie Luo , Lianwen Jin , Qingxiang Lin , Weiying Zhou,
Attention After Attention: Reading Text in the Wild with Cross Attention,
ICDAR 2019. (CCF C类会议)
158.
Yaoxiong Huang , Zecheng Xie , Lianwen Jin , Yuanzhi Zhu , Shuaitao Zhang,
Adversarial Feature Enhancing Network for End-to-End Handwritten Paragraph
Recognition, ICDAR 2019. (CCF C类会议)
159.
Shuangping Huang , Haobin Wang , Yongge Liu, Xiaosong Shi, Lianwen Jin, OBC306: A Large-Scale Oracle
Bone Character Recognition Dataset681, ICDAR 2019. (CCF C类会议)
160.
Songxuan Lai , Lianwen Jin, Offline
Writer Identification Based on the Path Signature Feature,
ICDAR 2019. (CCF C类会议)
161.
Jinrong Li , Zijian Zhou, Zhizhong Su, Shuangping Huang , Lianwen Jin,
A New Parallel Detection-Recognition Approach for End-to-End Scene Text
Extraction, ICDAR 2019. (CCF C类会议)
162.
Yipeng Sun , Zihan Ni , Chee-Kheng Chng , Yuliang Liu , Canjie Luo , Chun
Chet Ng , Junyu Han , Errui
Ding , Jingtuo Liu , Dimosthenis
Karatzas, Chee Seng Chan , Lianwen Jin, ICDAR 2019
Competition on Large-Scale Street View Text with Partial Labeling - RRC-LSVT,
ICDAR 2019. (CCF C类会议)
163.
Chee
Kheng Chng, Yuliang Liu , Yipeng Sun , Chun Chet Ng , Canjie
Luo , Zihan Ni , ChuanMing
Fang , Shuaitao Zhang , Junyu
Han , Errui Ding , Jingtuo
Liu , Dimosthenis Karatzas,
Chee Seng Chan , Lianwen Jin, ICDAR2019 Robust Reading Challenge on
Arbitrary-Shaped Text - RRC-ArT,
ICDAR 2019. (CCF C类会议)
2018
Journal papers:
164. Zecheng
Xie, Zenghui Sun, Lianwen Jin*, Hao Ni and Terry Lyons，Learning
Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online
Handwritten Chinese Text Recognition, IEEE Transactions on Pattern Analysis
and Machine Intelligence (TPAMI), vol.40, no.8, pp 1903-1917,
2018.（SCI IF=16.389, JCR Q1区，中科院一区，Top期刊）
165.
Zhaoyang
Yang, Kathryn Merrick, Lianwen Jin, Hussein Abbass,
Hierarchical Deep Reinforcement Learning for Continuous Action Control, IEEE Transactions on Neural Networks and Learning Systems, 2018. （SCI IF=10.451, JCR Q1区，中科院一区，Top期刊）
166. Lele
Xie, Tasweer Ahmad, Lianwen Jin*, Yuliang Liu, and Sheng Zhang, A New CNN based
Method for Multi-directional Car License Plate Detection, IEEE Transactions
on Intelligent Transportation Systems, vol. 19, no.2, pp. 507-517, 2018（SCI
IF=6.492, JCR Q1区，中科院二区，Top期刊）
167.
Jingcong Li,
Zhu Liang Yu*, Zhenghui Gu, Wei Wu, Yuanqing Li and Lianwen Jin,“A Hybrid Network for ERP Detection and Analysis
Based on Restricted Boltzmann Machines”, IEEE Transactions on Neural Systems and
Rehabilitation Engineering, 2018, VOL.
26, NO. 3, pp63-572, 2018. (SCI IF=3.802, JCR Q1区）
168. Pengwei
Wang, Lei Ji, Jun Yan, Dejing Dou, Nisansa De Silva, Yong Zhang, Lianwen Jin,
Concept and Attention Based CNN for Question Retrieval in Multi-View Learning, ACM Transactions on Intelligent Systems and
Technology,vol.9, no.4, pp1-24, 2018. (SCI IF=4.654, JCR Q1区）
169. Shuangping Huang, Zhuoyao Zhong, Lianwen Jin*
Shuye Zhang, Haobin Wang, DropRegion
Training of Inception Font Network for High-Performance Chinese Font
Recognition,
Pattern Recognition, vo. 77, no. 5, pp
395-411, 2018（SCI IF=7.740, JCR Q1区，中科院二区，Top期刊）
170. Hailin
Yang, Lianwen Jin*, Weiguo Huang, Zhaoyang Yang, Songxuan Lai, Jifeng Sun,
Dense and Tight Detection of Chinese Charactersin Historical Documents:
Datasets and a Recognition Guided
Detector, IEEE Acess, 2018. (SCI IF=3.367, JCR Q1区）
Conference papers:
171.
Sheng
Zhang, Yuliang Liu, Lianwen Jin, Canjie Luo，Feature Enhancement Network: A Refined Scene Text Detector, AAAI 2018. (CCF A类会议)
172.
Zikai Sun,
Dezhi Peng, Zirui Cai, Zirong Chen, Lianwen Jin，Scale Mapping And Dynamic Re-Detecting In Dense Head
Detection, ICIP 2018. (CCF C类会议)
173.
Dezhi
Peng, Zikai Sun, Zirong Chen, Zirui Cai, Lele Xie, Lianwen Jin, Detecting Heads
Using Feature Refine Net and Cascaded Multi-Scale Architecture, pp2528-2533, ICPR 2018. (CCF C类会议)
174.
Luojun
Lin, Lingyu Liang and Lianwen Jin*, R^2-ResNeXt: A ResNeXt-Based Regression
Model with Relative Ranking for Facial Beauty Prediction, pp85-90, ICPR 2018. (CCF C类会议)
175.
Lingyu
Liang, Luojun Lin, Lianwen Jin*, Duorui Xie and Mengru Li, SCUT-FBP5500: A
Diverse Benchmark Dataset for Multi-Paradigm Facial Beauty Prediction,
pp1598-1633, ICPR 2018. (CCF
C类会议)
176.
Haobin
Wang, Shuangping Huang∗ and
Lianwen Jin，Focus on Scene Text Using Deep Reinforcement Learning,
pp3759-3765, ICPR 2018. (CCF C类会议)
177.
Mengchao
He, Yuliang Li2, Zhibo Yang, Sheng Zhang, Canjie Luo, Feiyu Gao, Qi Zheng,
Yongpan Wang, Xin Zhang and Lianwen Jin， ICPR2018 Contest on Robust Reading for
Multi-Type Web Images，pp7-13, ICPR 2018. (CCF C类会议)
178.
Manfei
Liu, Zecheng Xie, YaoXiong Huang, Lianwen Jin*, Weiyin Zhou, Distilling GRU
with Data Augmentation for Unconstrained Handwritten Text Recognition, pp56-61,
ICFHR 2018.
179.
Yafeng
Yang, Kaihuan Liang, Xuefeng Xiao, Zecheng Xie, Lianwen Jin*, Jun Sun, Weiying
Zhou, Accelerating and Compressing LSTM Based Model for Online Handwritten
Chinese Character Recognition, pp110-115, ICFHR
2018.
180.
Songxuan
Lai, Lianwen Jin, Learning Discriminative Feature Hierarchies for Off-Line
Signature Verification, pp175-180, ICFHR
2018.
181.
Hailin
Yang, Lianwen Jin*, Jifeng Sun, Recognition of Chinese Text in Historical
Documents with Page-Level Annotations, pp199-204, ICFHR 2018.
182.
Zhe Li,
Lianwen Jin, Songxuan Lai, Rotation-Free Online Handwritten Chinese Character
Recognition using Two-Stage Convolutional Neural Network, pp205-210, ICFHR 2018.
183.
Yaoxiong
Huang, Zecheng Xie, Manfei Liu, Shuaitao Zhang, and Lianwen Jin, Deep Word
Association: A Flexible Chinese Word Association Method with Iterative
Attention Mechanism，PRCV
2018. Lecture Notes in Computer Science, vol 11258. Springer
184.
Qingxiang
Lin, Lingyu Liang, Yaoxiong Huang, and Lianwen Jin, Learning to Generate
Realistic Scene Chinese Character Images by Multitask Coupled GAN, PRCV 2018. Lecture Notes in Computer Science, vol 11258. Springer.
2017
Journal papers:
185. Pengwei
Wang Tianyong Hao Jun Yan
Lianwen Jin, Large‐scale
extraction of drug–disease pairs from the medical literature, JOURNAL OF THE ASSOCIATION FOR INFORMATION
SCIENCE AND TECHNOLOGY, 68(11):2649–2661, 2017 (SCI IF=2.687, JCR Q1区）
186. Lingyu
Liang, Lianwen Jin and Deng Liu, Edge-Aware Label Propagation for Mobile Facial
Enhancement on the Cloud. IEEE
Transactions on Circuits and Systems for Video Technology. 2016.（SCI
IF=4.685, JCR Q1区，中科院二区）
187. Xuefeng
Xiao, Lianwen Jin*, Yafeng Yang, Weixin Yang, Jun Sun, Tianhai Chang, Building
Fast and Compact Convolutional Neural Networks for Offline Handwritten Chinese
Character Recognition, Pattern
Recognition, vo. 72, no. 12, pp 72-81, 2017（SCI IF=7.740, JCR Q1区，中科院二区，Top期刊）
188. Songxuan
Lai, Lianwen Jin*, Weixin Yang, Toward high-performance online HCCR: a CNN
approach with DropDistortion, path signature and spatial stochastic
max-pooling, Pattern Recognition Letters,
DOI information: 10.1016/j.patrec.2017.02.011, 2017. (SCI IF=3.756, JCR Q1区）
189. Yuliang Liu, Lianwen Jin*, Songxuan Lai,
Automatic Labeling of Large Amounts of Handwritten Characters with Gate-guided
Dynamic Deep Learning, Pattern Recognition Letters (2017), doi:
10.1016/j.patrec.2017.09.042 Pattern
Recognition Letters, DOI information:
10.1016/j.patrec.2017.02.011, 2017. (SCI IF=3.756, JCR Q1区）
190. Feng Ziyong, Yang Zhaoyang, Jin Lianwen, Huang Shuangping*,
Sun Jun, Robust shared feature learning for script and
handwritten/machine-printed identification, Pattern Recognition Letters, 100 (12): 6-13, 2017. (SCI IF=3.756, JCR Q1区）
Conference papers:
191. Yuliang
Liu, Lianwen Jin*, Deep Matching Prior Network: Toward Tighter Multi-oriented
Text Detection, CVPR 2017. (CCF A类会议)
192. Zhaoyang
Yang, Kathryn Merrick, Hussein Abbass, Lianwen Jin，Multi-Task
Deep Reinforcement Learning for Continuous Action Control, IJCAI 2017. (CCF A类会议)
193. Pengwei
Wang, Zhongyuan
Wang, Lei Ji, Jun Yan, Lianwen Jin, Can Machines
Intelligently Propose Novel and Reasonable Scientific Hypotheses, WWW 2017, (CCF
B类会议)
194. Zhuoyao
Zhong, Lianwen Jin*, Shuangping Huang, DeepText: A New Approach for Text
Proposal Generation and Text Detection in Natural Images, ICASSP 2017. (CCF B类会议）
195. Jie
Xu, Linyu Liang, Lianwen Jin*,
Huiyun Mao, Facial Attractiveness Prediction using Psychologically Inspired
Convolutional Neural Networks (PI-CNN), ICASSP 2017.
(CCF B类会议）
196. Pengwei
Wang, Yong Zhang, Jie Li, Jun Yan, Lianwen Jin,
Concept Embedded Convolutional Semantic Model for Question Retrieval,
Proceedings of the Tenth ACM International Conference on Web Search and Data
Mining ， WSDM 2017. (CCF B类会议)
197. Lingyu
Lianwen, Duorui Xie, Lianwen Jin, et al, region-aware scattering convolution
networks for facial beauty prediction, IEEE
ICIP 2017. (CCF C类会议)
198. Zhaoyang
Yang, Lianwen Jin, et al, Identifying Machine-Printed and Handwritten Texts
using DropRegion and Deep Convolutional Network, ICDAR 2017. (CCF C类会议)
199. Xuefeng
Xiao, Yafeng Yang, Tasweer Ahmad, Lianwen Jin, Tianhai Chang, Design of a Very
Compact CNN Classifier for Online Handwritten Chinese Character Recognition Using
DropWeight and Global Pooling, ICDAR
2017. (CCF C类会议)
200. Kaihuan
Liang, Lianwen Jin, et al, A Comprehensive Analysis of Misclassified
Handwritten Chinese Character Samples by Incorporating Human Recognition, ICDAR
2017. (CCF C类会议)
201. Manfei
Liu, Lianwen Jin, Zecheng Xie, PS-LSTM- Capturing Essential Sequential Online
Information with Path Signature and LSTM for Writer Identification, ICDAR 2017. (CCF
C类会议)
202. Songxuan
Lai, Lianwen Jin, Weixin Yang, Online
Signature Verification using Recurrent Neural Network and Length-normalized
Path Signature Descriptor, ICDAR 2017. (CCF C类会议)
203. Wenbin
Wu, Chenyang Li, Zhuo Chen, Xin Zhang, Lianwen Jin, YOLSE- Egocentric Fingertip Detection From
Single RGB Images, ICCV 2017 HAND
workshop, 2017. (Best paper
award, 最佳论文奖)
204. Chenyang
Li, Zhuo Chen, Xin Zhang, Lianwen Jin, LPSNet- A Novel Log Path Signature
Feature based Hand Gesture Recognition, ICCV
2017 HAND workshop, 2017.
2016
Journal papers:
205. Weixin
Yang, Lianwen Jin and Manfei Liu, Deepwriterid: An End-to-End Online
Text-Independent Writer Identification System. IEEE Intelligent Systems. 31: 45-53,
2016. (SCI IF=3.405, JCR Q1区）
206. Weixin Yang, Lianwen Jin, Dacheng Tao, Zecheng Xie, Ziyong Feng,
DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks
for Large-Scale Unconstrained Handwritten Chinese Character Recognition, Pattern
Recognition, 2016. （SCI IF=7.740, JCR Q1区，中科院二区，Top期刊）
207. Shuye
Zhang, Lianwen Jin and Liang Lin, Discovering Similar Chinese Characters in
Online Handwriting with Deep Convolutional Neural Networks. International Journal on Document Analysis
and Recognition (IJDAR). 1-16, 2016. (SCI
IF=2.085, JCR Q2区）
208. Dapeng
Tao, Lianwen Jin, Yuan Yuan and Yang Xue, Ensemble Manifold Rank Preserving for
Acceleration-Based Human Activity Recognition. IEEE Transactions on Neural Networks and Learning Systems. 27:
1392-1404, 2016. （SCI
IF=10.451, JCR Q1区，中科院一区，Top期刊）
209. Dapeng Tao, Xu Lin, Lianwen
Jin and Xuelong Li, Principal Component 2-D Long
Short-Term Memory for Font Recognition on Single Chinese Characters. IEEE
Transactions on Cybernetics. 46: 756-765, 2016. （SCI IF=11.448, JCR Q1区，中科院一区，Top期刊）
Conference papers:
210. Shuye Zhang1, Mude Lin, Tianshui Chen, Lianwen
Jin, Liang Lin, CHARACTER PROPOSAL NETWORK FOR ROBUST TEXT EXTRACTIO, ICASSP 2016. (CCF B 类会议）
211. Ziyong Feng, Zenghui Sun, Lianwen Jin, LEARNING DEEP NEURAL NETWORK
USING MAX-MARGIN MINIMUM CLASSIFICATION ERROR, ICASSP 2016. (CCF B 类会议）
212.
Chengcheng Wang, Harold Mouchere,
Christian Viard-Gaudin, Lianwen Jin, Combined
Segmentation and Recognition of Online Handwritten Diagrams with High Order
Markov Random Field, pp 252-257, Shenzhen, Guangdong, China, October 23-26, ICFHR 2016.
213.
Zenghui Sun, Lianwen Jin, Zecheng Xie, Ziyong Feng, Shuye Zhang, Convolutional Multi-directional Recurrent Network
for Offline Handwritten Text Recognition, pp 240-245, Shenzhen, Guangdong,
China, October 23-26, ICFHR 2016.
214.
Zhuoyao Zhong, Weishen Pan, Lianwen
Jin, Harold Mouchère, Christian Viard-Gaudin,
SpottingNet: Learning the Similarity of Word Images
with Convolutional Neural Network for Word Spotting in Handwritten Historical
Documents, pp 295-300, ICFHR 2016.
215.
Fan
Yang, Lianwen Jin, Weixin Yang, Ziyong
Feng, Shuye Zhang, Handwritten/Printed Receipt
Classification using Attention-Based Convolutional Neural Network, pp 384-389,
Shenzhen, Guangdong, China, October 23-26, ICFHR
2016.
216.
Zecheng Xie, Zenghui
Sun, Lianwen Jin, Ziyong Feng, Shuye
Zhang, Fully Convolutional Recurrent Network for Handwritten Chinese Text
Recognition, pp 4000-4005, Cancun, Mexico, December 4 - 8, ICPR 2016. (CCF C类会议）
217.
Weixin
Yang, Lianwen Jin, Hao Ni, Terry Lyons, Rotation-free Onine
Handwritten Character Recognition using Dyadic Path Signature Features, Handging Normalization, and Deep Neural Network, pp
4072-4077, Cancun, Mexico, December 4 - 8, ICPR
2016. (CCF C类会议）