Visual Texture Perception with Feature Learning Models and Deep Architectures. - Yuchen Zheng 001; Guoqiang Zhong 001; Jun Liu 055; Xiaoxu Cai; Junyu Dong (CCPR (1), 2014)

Stretching deep architectures for text recognition. - Yuchen Zheng 001; Yajuan Cai; Guoqiang Zhong 001; Youssouf Chherawala; Yaxin Shi; Junyu Dong (ICDAR, 2015)

Is DeCAF Good Enough for Accurate Image Classification? - Yajuan Cai; Guoqiang Zhong 001; Yuchen Zheng 001; Kaizhu Huang; Junyu Dong (ICONIP (2), 2015)

Marginal Deep Architectures. - Guoqiang Zhong 001; Hongxu Wei; Yuchen Zheng 001; Junyu Dong (ACPR, 2017)

Discovering Class-Wise Trends of Max-Pooling in Subspace. - Yuchen Zheng 001; Brian Kenji Iwana; Seiichi Uchida (ICFHR, 2018)

Optimal Rejection Function Meets Character Recognition Tasks. - Xiaotong Ji; Yuchen Zheng 001; Daiki Suehiro; Seiichi Uchida (ACPR (2), 2019)

Capturing Micro Deformations from Pooling Layers for Offline Signature Verification. - Yuchen Zheng 001; Wataru Ohyama; Brian Kenji Iwana; Seiichi Uchida (ICDAR, 2019)

RankSVM for Offline Signature Verification. - Yan Zheng; Yuchen Zheng 001; Wataru Ohyama; Daiki Suehiro; Seiichi Uchida (ICDAR, 2019)

Marginal Deep Architecture: Stacking Feature Learning Modules to Build Deep Learning Models. - Guoqiang Zhong 001; Kang Zhang 007; Hongxu Wei; Yuchen Zheng 001; Junyu Dong (IEEE Access, 2019)

Mining the displacement of max-pooling for text recognition. - Yuchen Zheng 001; Brian Kenji Iwana; Seiichi Uchida (Pattern Recognit., 2019)

Regularized Pooling. - Takato Otsuzuki; Hideaki Hayashi; Yuchen Zheng 001; Seiichi Uchida (ICANN (2), 2020)

DCNMF: Dynamic Community Discovery with Improved Convex-NMF in Temporal Networks. - Limengzi Yuan; Yuxian Ke; Yujian Xie; Qingzhan Zhao; Yuchen Zheng 001 (CollaborateCom (1), 2021)

Multi-view Representation Learning with Deep Features for Offline Signature Verification. - Xingbiao Zhao; Changzheng Liu; Benzhuang Zhang; Limengzi Yuan; Yuchen Zheng 001 (CollaborateCom (2), 2021)

Temporal Smoothness Framework: Analyzing and Exploring Evolutionary Transition Behavior in Dynamic Networks. - Limengzi Yuan; Qifeng Zhu 007; Yuchen Zheng 001; Wutong Dong; Yuxian Ke; Zhigang Li 004 (ICTAI, 2021)

Learning the micro deformations by max-pooling for offline signature verification. - Yuchen Zheng 001; Brian Kenji Iwana; Muhammad Imran Malik; Sheraz Ahmed; Wataru Ohyama; Seiichi Uchida (Pattern Recognit., 2021)

Top-rank convolutional neural network and its application to medical image-based diagnosis. - Yan Zheng; Yuchen Zheng 001; Daiki Suehiro; Seiichi Uchida (Pattern Recognit., 2021)

LDS-YOLO: A lightweight small object detection method for dead trees from shelter forest. - Xuewen Wang; Qingzhan Zhao; Ping Jiang; Yuchen Zheng 001; Limengzi Yuan; Panli Yuan (Comput. Electron. Agric., 2022)

A transformer-based Siamese network and an open optical dataset for semantic change detection of remote sensing images. - Panli Yuan; Qingzhan Zhao; Xingbiao Zhao; Xuewen Wang; Xuefeng Long; Yuchen Zheng 001 (Int. J. Digit. Earth, 2022)

PMDA: Domain Alignment with Prototype Matching for Cross-Domain Adaptive Segmentation. - Weiwei Li 005; Yuanyuan Ren; Junzhuo Liu 002; Chenyang Wang; Yuchen Zheng 001 (ICME, 2023)

Improving Out-of-Distribution Detection with Margin-Based Prototype Learning. - Junzhuo Liu 002; Yuanyuan Ren; Weiwei Li 005; Yuchen Zheng 001; Chenyang Wang (ICONIP (12), 2023)

Deep Error-Correcting Output Codes. - Li-Na Wang; Hongxu Wei; Yuchen Zheng 001; Junyu Dong; Guoqiang Zhong 001 (Algorithms, 2023)

Capturing Small Objects and Edges Information for Cross-Sensor and Cross-Region Land Cover Semantic Segmentation in Arid Areas. - Panli Yuan; Qingzhan Zhao; Yuchen Zheng 001; Xuewen Wang; Bin Hu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Discovering Optimal Subspaces in Deep Architectures for Offline Signature Verification. - Qifeng Zhu 007; Benzhuang Zhang; Limengzi Yuan; Yuanyuan Ren; Qingzhan Zhao; Yuchen Zheng 001 (ICCPR, 2024)

SLFRM: A Novel Signature Local Feature Reconstruction Module for Offline Signature Verification. - Lidong Zheng; Da Wu; Minjian Zhang 006; Yuchen Zheng 001 (ICCPR, 2024)

GDSNet: A gated dual-stream convolutional neural network for automatic recognition of coseismic landslides. - Xuewen Wang; Xianmin Wang; Yuchen Zheng 001; Zhiwei Liu; Wenxiang Xia; Haixiang Guo; Dongdong Li (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples. - Weiwei Li 005; Junzhuo Liu 002; Yuanyuan Ren; Yuchen Zheng 001; Yahao Liu; Wen Li 001 (CVPR, 2025)

SigLDiff: A Signature Based Latent Diffusion Model for Forged-Free Offline Signature Verification. - Mingjian Zhang; Lidong Zheng; Jiaen Chen; Yichi Zhang; Yuchen Zheng 001 (ICDAR (5), 2025)

Learning discriminative representations by a Canonical Correlation Analysis-based Siamese Network for offline signature verification. - Lidong Zheng; Xingbiao Zhao; Shengjie Xu; Yuanyuan Ren; Yuchen Zheng 001 (Eng. Appl. Artif. Intell., 2025)

AGFormer: An anchor-guided transformer for class imbalance in remote sensing change detection. - Jiaen Chen; Da Wu; Quanqing Ma; Shengjie Xu; Yuchen Zheng 001 (Pattern Recognit., 2025)

Fusing deep and hand-crafted features by deep canonically correlated contractive autoencoder for offline signature verification. - Xingbiao Zhao; Lidong Zheng; Panli Yuan; Yuchen Zheng 001 (Pattern Recognit., 2025)

HTCSigNet: A Hybrid Transformer and Convolution Signature Network for offline signature verification. - Lidong Zheng; Da Wu; Shengjie Xu; Yuchen Zheng 001 (Pattern Recognit., 2025)

BaAFN: A Boundary-Aware Attention Fusion Network for Remote Sensing Semantic Segmentation. - Jiaen Chen; Shengjie Xu; Yuchen Zheng 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)