Lyu, Pengyuan

12 publications

ICLR 2026 Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversity Zhengyao Fang, Pengyuan Lyu, Chengquan Zhang, Guangming Lu, Jun Yu, Wenjie Pei

CVPR 2025 Recognition-Synergistic Scene Text Editing Zhengyao Fang, Pengyuan Lyu, Jingjing Wu, Chengquan Zhang, Jun Yu, Guangming Lu, Wenjie Pei

TMLR 2024 MaskOCR: Scene Text Recognition with Masked Vision-Language Pre-Training Pengyuan Lyu, Chengquan Zhang, Shanshan Liu, Meina Qiao, Yangliu Xu, Liang Wu, Kun Yao, Junyu Han, Errui Ding, Jingdong Wang

ICML 2024 Towards Unified Multi-Granularity Text Detection with Interactive Attention Xingyu Wan, Chengquan Zhang, Pengyuan Lyu, Sen Fan, Zihan Ni, Kun Yao, Errui Ding, Jingdong Wang

ECCV 2024 WeCromCL: Weakly Supervised Cross-Modality Contrastive Learning for Transcription-Only Supervised Text Spotting Jingjing Wu, Zhengyao Fang, Pengyuan Lyu, Chengquan Zhang, Fanglin Chen, Guangming Lu, Wenjie Pei

AAAI 2021 PGNet: Real-Time Arbitrarily-Shaped Text Spotting with Point Gathering Network Pengfei Wang, Chengquan Zhang, Fei Qi, Shanshan Liu, Xiaoqiang Zhang, Pengyuan Lyu, Junyu Han, Jingtuo Liu, Errui Ding, Guangming Shi

CVPR 2019 Learning Shape-Aware Embedding for Scene Text Detection Zhuotao Tian, Michelle Shu, Pengyuan Lyu, Ruiyu Li, Chao Zhou, Xiaoyong Shen, Jiaya Jia

AAAI 2019 Scene Text Recognition from Two-Dimensional Perspective Minghui Liao, Jian Zhang, Zhaoyi Wan, Fengming Xie, Jiajun Liang, Pengyuan Lyu, Cong Yao, Xiang Bai

ECCV 2018 Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes Pengyuan Lyu, Minghui Liao, Cong Yao, Wenhao Wu, Xiang Bai

CVPR 2018 Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Pengyuan Lyu, Cong Yao, Wenhao Wu, Shuicheng Yan, Xiang Bai

ICCVW 2017 Fusing Image and Segmentation Cues for Skeleton Extraction in the Wild Xiaolong Liu, Pengyuan Lyu, Xiang Bai, Ming-Ming Cheng

CVPR 2016 Robust Scene Text Recognition with Automatic Rectification Baoguang Shi, Xinggang Wang, Pengyuan Lyu, Cong Yao, Xiang Bai