Online Signature Verification Using Recurrent Neural Network and Length-Normalized Path Signature Descriptor. - Songxuan Lai; Lianwen Jin; Weixin Yang (ICDAR, 2017)

Online Signature Verification using Recurrent Neural Network and Length-normalized Path Signature. - Songxuan Lai; Lianwen Jin; Weixin Yang (CoRR, 2017)

Toward high-performance online HCCR: A CNN approach with DropDistortion, path signature and spatial stochastic max-pooling. - Songxuan Lai; Lianwen Jin; Weixin Yang (Pattern Recognit. Lett., 2017)

Learning Discriminative Feature Hierarchies for Off-Line Signature Verification. - Songxuan Lai; Lianwen Jin (ICFHR, 2018)

Rotation-Free Online Handwritten Chinese Character Recognition using Two-Stage Convolutional Neural Network. - Zhe Li 046; Lianwen Jin; Songxuan Lai (ICFHR, 2018)

Dense and Tight Detection of Chinese Characters in Historical Documents: Datasets and a Recognition Guided Detector. - Hailin Yang; Lianwen Jin; Weiguo Huang; Zhaoyang Yang; Songxuan Lai; Jifeng Sun (IEEE Access, 2018)

EnsNet: Ensconce Text in the Wild. - Shuaitao Zhang; Yuliang Liu; Lianwen Jin; Yaoxiong Huang; Songxuan Lai (AAAI, 2019)

Offline Writer Identification Based on the Path Signature Feature. - Songxuan Lai; Lianwen Jin (ICDAR, 2019)

Fully Convolutional Sequence Recognition Network for Water Meter Number Reading. - Fan Yang; Lianwen Jin; Songxuan Lai; Xue Gao; Zhaohai Li (IEEE Access, 2019)

Automatic labeling of large amounts of handwritten characters with gate-guided dynamic deep learning. - Yuliang Liu; Lianwen Jin; Songxuan Lai (Pattern Recognit. Lett., 2019)

Recurrent Adaptation Networks for Online Signature Verification. - Songxuan Lai; Lianwen Jin (IEEE Trans. Inf. Forensics Secur., 2019)

SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification. - Songxuan Lai; Lianwen Jin; Luojun Lin; Yecheng Zhu; Huiyun Mao (AAAI, 2020)

High Performance Offline Handwritten Chinese Text Recognition with a New Data Preprocessing and Augmentation Pipeline. - Canyu Xie; Songxuan Lai; Qianying Liao; Lianwen Jin (DAS, 2020)

Improving Attention-Based Handwritten Mathematical Expression Recognition with Scale Augmentation and Drop Attention. - Zhe Li 046; Lianwen Jin; Songxuan Lai; Yecheng Zhu (ICFHR, 2020)

Point-to-Set Similarity Based Deep Metric Learning for Offline Signature Verification. - Yecheng Zhu; Songxuan Lai; Zhe Li 046; Lianwen Jin (ICFHR, 2020)

Improving Attention-Based Handwritten Mathematical Expression Recognition with Scale Augmentation and Drop Attention. - Zhe Li; Lianwen Jin; Songxuan Lai; Yecheng Zhu (CoRR, 2020)

Encoding Pathlet and SIFT Features With Bagged VLAD for Historical Writer Identification. - Songxuan Lai; Yecheng Zhu; Lianwen Jin (IEEE Trans. Inf. Forensics Secur., 2020)

ICDAR 2021 Competition on On-Line Signature Verification. - Ruben Tolosana; Rubén Vera-Rodríguez; Carlos Gonzalez-Garcia; Julian Fiérrez; Santiago Rengifo; Aythami Morales; Javier Ortega-Garcia; Juan-Carlos Ruiz-Garcia 002; Sergio Romero-Tapiador; Jiajia Jiang; Songxuan Lai; Lianwen Jin; et al. (ICDAR (4), 2021)

SPTS: Single-Point Text Spotting. - Dezhi Peng; Xinyu Wang 010; Yuliang Liu; Jiaxin Zhang 003; Mingxin Huang; Songxuan Lai; Shenggao Zhu; Jing Li 036; Dahua Lin; Chunhua Shen; Lianwen Jin (CoRR, 2021)

STAN: A sequential transformation attention-based network for scene text recognition. - Qingxiang Lin; Canjie Luo; Lianwen Jin; Songxuan Lai (Pattern Recognit., 2021)

Graph Convolutional Neural Network for Human Action Recognition: A Comprehensive Survey. - Tasweer Ahmad; Lianwen Jin; Xin Zhang 013; Songxuan Lai; Guozhi Tang; Luojun Lin (IEEE Trans. Artif. Intell., 2021)

SPTS: Single-Point Text Spotting. - Dezhi Peng; Xinyu Wang 010; Yuliang Liu; Jiaxin Zhang 003; Mingxin Huang; Songxuan Lai; Jing Li 036; Shenggao Zhu; Dahua Lin; Chunhua Shen; Xiang Bai; Lianwen Jin (ACM Multimedia, 2022)

PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition. - Dezhi Peng; Lianwen Jin; Yuliang Liu; Canjie Luo; Songxuan Lai (Int. J. Comput. Vis., 2022)

Forgery-free signature verification with stroke-aware cycle-consistent generative adversarial network. - Jiajia Jiang; Songxuan Lai; Lianwen Jin; Yecheng Zhu; Jiaxin Zhang 003; Bangdong Chen (Neurocomputing, 2022)

SynSig2Vec: Forgery-Free Learning of Dynamic Signature Representations by Sigma Lognormal-Based Synthesis and 1D CNN. - Songxuan Lai; Lianwen Jin; Yecheng Zhu; Zhe Li 046; Luojun Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

SVC-onGoing: Signature verification competition. - Ruben Tolosana; Rubén Vera-Rodríguez; Carlos Gonzalez-Garcia; Julian Fiérrez; Aythami Morales; Javier Ortega-Garcia; Juan-Carlos Ruiz-Garcia 002; Sergio Romero-Tapiador; Santiago Rengifo; Miguel Caruana; Jiajia Jiang; Songxuan Lai; et al. (Pattern Recognit., 2022)

DsDTW: Local Representation Learning With Deep soft-DTW for Dynamic Signature Verification. - Jiajia Jiang; Songxuan Lai; Lianwen Jin; Yecheng Zhu (IEEE Trans. Inf. Forensics Secur., 2022)

DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming. - Jiaxin Zhang 003; Wentao Yang 003; Songxuan Lai; Zecheng Xie; Lianwen Jin (AAAI, 2025)

Privacy-Preserving Biometric Verification With Handwritten Random Digit String. - Peirong Zhang; Yuliang Liu; Songxuan Lai; Hongliang Li; Lianwen Jin (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning. - Mingxin Huang; Yongxin Shi; Dezhi Peng; Songxuan Lai; Zecheng Xie; Lianwen Jin (CoRR, 2025)