Pengyuan Lyu

43 papers A* 10A 1B 1Journal 27Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
MMTIT-Bench: A Multilingual and Multi-Scenario Benchmark with Cognition-Perception-Reasoning Guided Text-Image Machine Translation.
CoRR
Gengluo Li, Chengquan Zhang, Yupu Liang, Huawen Shen, Yaping Zhang, Pengyuan Lyu, Weinong Wang, Xingyu Wan, Gangyan Zeng, Han Hu, Can Ma, Yu Zhou
2026 J jnl
Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversity.
CoRR
Zhengyao Fang, Pengyuan Lyu, Chengquan Zhang, Guangming Lu, Jun Yu, Wenjie Pei
2026 J jnl
Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware Training.
CoRR
Gengluo Li, Pengyuan Lyu, Chengquan Zhang, Huawen Shen, Liang Wu, Xingyu Wan, Gangyan Zeng, Han Hu, Can Ma, Yu Zhou
2025 J jnl
HunyuanOCR Technical Report.
CoRR
Hunyuan Vision Team, Pengyuan Lyu, Xingyu Wan, Gengluo Li, Shangpin Peng, Weinong Wang, Liang Wu, Huawen Shen, Yu Zhou, Canhui Tang, Qi Yang, Qiming Peng, Bin Luo, Hower Yang, Xinsong Zhang, Jinnian Zhang, Houwen Peng, Hongming Yang, Senhao Xie, Longsha Zhou, Ge Pei, Binghong Wu, Rui Yan, Kan Wu, Jieneng Yang, Bochao Wang, Kai Liu, Jianchen Zhu, Jie Jiang, Linus, Han Hu, Chengquan Zhang
2025 A* conf
Recognition-Synergistic Scene Text Editing.
CVPR
Zhengyao Fang, Pengyuan Lyu, Jingjing Wu, Chengquan Zhang, Jun Yu, Guangming Lu, Wenjie Pei
2025 J jnl
Recognition-Synergistic Scene Text Editing.
CoRR
Zhengyao Fang, Pengyuan Lyu, Jingjing Wu, Chengquan Zhang, Jun Yu, Guangming Lu, Wenjie Pei
2024 J jnl
Irregular text block recognition via decoupling visual, linguistic, and positional information.
Pattern Recognit.
Ziyan Li, Lianwen Jin, Chengquan Zhang, Jiaxin Zhang, Zecheng Xie, Pengyuan Lyu, Kun Yao
2024 J jnl
MaskOCR: Scene Text Recognition with Masked Vision-Language Pre-training.
Trans. Mach. Learn. Res.
Pengyuan Lyu, Chengquan Zhang, Shanshan Liu, Meina Qiao, Yangliu Xu, Liang Wu, Kun Yao, Junyu Han, Errui Ding, Jingdong Wang
2024 J jnl
R-CoT: Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models.
CoRR
Linger Deng, Yuliang Liu, Bohan Li, Dongliang Luo, Liang Wu, Chengquan Zhang, Pengyuan Lyu, Ziyang Zhang, Gang Zhang, Errui Ding, Yingying Zhu, Xiang Bai
2024 J jnl
StrucTexTv3: An Efficient Vision-Language Model for Text-rich Image Perception, Comprehension, and Beyond.
CoRR
Pengyuan Lyu, Yulin Li, Hao Zhou, Weihong Ma, Xingyu Wan, Qunyi Xie, Liang Wu, Chengquan Zhang, Kun Yao, Errui Ding, Jingdong Wang
2024 A* conf
Towards Unified Multi-granularity Text Detection with Interactive Attention.
ICML
Xingyu Wan, Chengquan Zhang, Pengyuan Lyu, Sen Fan, Zihan Ni, Kun Yao, Errui Ding, Jingdong Wang
2024 J jnl
Towards Unified Multi-granularity Text Detection with Interactive Attention.
CoRR
Xingyu Wan, Chengquan Zhang, Pengyuan Lyu, Sen Fan, Zihan Ni, Kun Yao, Errui Ding, Jingdong Wang
2024 — conf
WeCromCL: Weakly Supervised Cross-Modality Contrastive Learning for Transcription-Only Supervised Text Spotting.
ECCV (31)
Jingjing Wu, Zhengyao Fang, Pengyuan Lyu, Chengquan Zhang, Fanglin Chen, Guangming Lu, Wenjie Pei
2024 J jnl
WeCromCL: Weakly Supervised Cross-Modality Contrastive Learning for Transcription-only Supervised Text Spotting.
CoRR
Jingjing Wu, Zhengyao Fang, Pengyuan Lyu, Chengquan Zhang, Fanglin Chen, Guangming Lu, Wenjie Pei
2023 A* conf
GridFormer: Towards Accurate Table Structure Recognition via Grid Prediction.
ACM Multimedia
Pengyuan Lyu, Weihong Ma, Hongyi Wang, Yuechen Yu, Chengquan Zhang, Kun Yao, Yang Xue, Jingdong Wang
2023 J jnl
GridFormer: Towards Accurate Table Structure Recognition via Grid Prediction.
CoRR
Pengyuan Lyu, Weihong Ma, Hongyi Wang, Yuechen Yu, Chengquan Zhang, Kun Yao, Yang Xue, Jingdong Wang
2023 — conf
ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images.
ICDAR (2)
Wenwen Yu, Chengquan Zhang, Haoyu Cao, Wei Hua, Bohan Li, Huang Chen, Mingyu Liu, Mingrui Chen, Jianfeng Kuang, Mengjun Cheng, Yuning Du, Shikun Feng, Xiaoguang Hu, Pengyuan Lyu, Kun Yao, Yuechen Yu, Yuliang Liu, Wanxiang Che, Errui Ding, Cheng-Lin Liu, Jiebo Luo, Shuicheng Yan, Min Zhang, Dimosthenis Karatzas, Xing Sun, Jingdong Wang, Xiang Bai
2023 J jnl
ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images.
CoRR
Wenwen Yu, Chengquan Zhang, Haoyu Cao, Wei Hua, Bohan Li, Huang Chen, Mingyu Liu, Mingrui Chen, Jianfeng Kuang, Mengjun Cheng, Yuning Du, Shikun Feng, Xiaoguang Hu, Pengyuan Lyu, Kun Yao, Yuechen Yu, Yuliang Liu, Wanxiang Che, Errui Ding, Cheng-Lin Liu, Jiebo Luo, Shuicheng Yan, Min Zhang, Dimosthenis Karatzas, Xing Sun, Jingdong Wang, Xiang Bai
2023 A* conf
Towards Robust Real-Time Scene Text Detection: From Semantic to Instance Representation Learning.
ACM Multimedia
Xugong Qin, Pengyuan Lyu, Chengquan Zhang, Yu Zhou, Kun Yao, Peng Zhang, Hailun Lin, Weiping Wang
2023 J jnl
Towards Robust Real-Time Scene Text Detection: From Semantic to Instance Representation Learning.
CoRR
Xugong Qin, Pengyuan Lyu, Chengquan Zhang, Yu Zhou, Kun Yao, Peng Zhang, Hailun Lin, Weiping Wang
2022 A* conf
Decoupling Recognition from Detection: Single Shot Self-Reliant Scene Text Spotter.
ACM Multimedia
Jingjing Wu, Pengyuan Lyu, Guangming Lu, Chengquan Zhang, Kun Yao, Wenjie Pei
2022 J jnl
Decoupling Recognition from Detection: Single Shot Self-Reliant Scene Text Spotter.
CoRR
Jingjing Wu, Pengyuan Lyu, Guangming Lu, Chengquan Zhang, Kun Yao, Wenjie Pei
2022 J jnl
MaskOCR: Text Recognition with Masked Encoder-Decoder Pretraining.
CoRR
Pengyuan Lyu, Chengquan Zhang, Shanshan Liu, Meina Qiao, Yangliu Xu, Liang Wu, Kun Yao, Junyu Han, Errui Ding, Jingdong Wang
2021 J jnl
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes.
IEEE Trans. Pattern Anal. Mach. Intell.
Minghui Liao, Pengyuan Lyu, Minghang He, Cong Yao, Wenhao Wu, Xiang Bai
2021 A* conf
PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network.
AAAI
Pengfei Wang, Chengquan Zhang, Fei Qi, Shanshan Liu, Xiaoqiang Zhang, Pengyuan Lyu, Junyu Han, Jingtuo Liu, Errui Ding, Guangming Shi
2021 J jnl
PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network.
CoRR
Pengfei Wang, Chengquan Zhang, Fei Qi, Shanshan Liu, Xiaoqiang Zhang, Pengyuan Lyu, Junyu Han, Jingtuo Liu, Errui Ding, Guangming Shi
2019 J jnl
2D Attentional Irregular Scene Text Recognizer.
CoRR
Pengyuan Lyu, Zhicheng Yang, Xinhang Leng, Xiaojun Wu, Ruiyu Li, Xiaoyong Shen
2019 J jnl
ASTER: An Attentional Scene Text Recognizer with Flexible Rectification.
IEEE Trans. Pattern Anal. Mach. Intell.
Baoguang Shi, Mingkun Yang, Xinggang Wang, Pengyuan Lyu, Cong Yao, Xiang Bai
2019 A* conf
Learning Shape-Aware Embedding for Scene Text Detection.
CVPR
Zhuotao Tian, Michelle Shu, Pengyuan Lyu, Ruiyu Li, Chao Zhou, Xiaoyong Shen, Jiaya Jia
2019 J jnl
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes.
CoRR
Minghui Liao, Pengyuan Lyu, Minghang He, Cong Yao, Wenhao Wu, Xiang Bai
2019 A* conf
Scene Text Recognition from Two-Dimensional Perspective.
AAAI
Minghui Liao, Jian Zhang, Zhaoyi Wan, Fengming Xie, Jiajun Liang, Pengyuan Lyu, Cong Yao, Xiang Bai
2018 J jnl
Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification.
IEEE Access
Xiang Bai, Mingkun Yang, Pengyuan Lyu, Yongchao Xu, Jiebo Luo
2018 — conf
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes.
ECCV (14)
Pengyuan Lyu, Minghui Liao, Cong Yao, Wenhao Wu, Xiang Bai
2018 J jnl
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes.
CoRR
Pengyuan Lyu, Minghui Liao, Cong Yao, Wenhao Wu, Xiang Bai
2018 A* conf
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation.
CVPR
Pengyuan Lyu, Cong Yao, Wenhao Wu, Shuicheng Yan, Xiang Bai
2018 J jnl
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation.
CoRR
Pengyuan Lyu, Cong Yao, Wenhao Wu, Shuicheng Yan, Xiang Bai
2018 J jnl
Scene Text Recognition from Two-Dimensional Perspective.
CoRR
Minghui Liao, Jian Zhang, Zhaoyi Wan, Fengming Xie, Jiajun Liang, Pengyuan Lyu, Cong Yao, Xiang Bai
2017 A conf
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis.
ICDAR
Pengyuan Lyu, Xiang Bai, Cong Yao, Zhen Zhu, Tengteng Huang, Wenyu Liu
2017 J jnl
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis.
CoRR
Pengyuan Lyu, Xiang Bai, Cong Yao, Zhen Zhu, Tengteng Huang, Wenyu Liu
2017 — conf
Fusing Image and Segmentation Cues for Skeleton Extraction in the Wild.
ICCV Workshops
Xiaolong Liu, Pengyuan Lyu, Xiang Bai, Ming-Ming Cheng
2017 J jnl
Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification with Convolutional Neural Networks.
CoRR
Xiang Bai, Mingkun Yang, Pengyuan Lyu, Yongchao Xu
2016 B conf
Distinguishing text/non-text natural images with Multi-Dimensional Recurrent Neural Networks.
ICPR
Pengyuan Lyu, Baoguang Shi, Chengquan Zhang, Xiang Bai
2016 A* conf
Robust Scene Text Recognition with Automatic Rectification.
CVPR
Baoguang Shi, Xinggang Wang, Pengyuan Lyu, Cong Yao, Xiang Bai