Gangyan Zeng

According to our database, Gangyan Zeng authored at least 21 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Gather and Trace: Rethinking Video TextVQA from an Instance-oriented Perspective.

Yan Zhang, Gangyan Zeng, Daiqing Wu, Huawen Shen, Binbin Li, Yu Zhou, Can Ma, Xiaojun Bi

CoRR, August, 2025

TextBlockV2: Towards Precise-Detection-Free Scene Text Spotting with Pre-trained Language Model.

Jiahao Lyu, Jin Wei, Gangyan Zeng, Zeng Li, Enze Xie, Wei Wang, Can Ma, Yu Zhou

ACM Trans. Multim. Comput. Commun. Appl., June, 2025

When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding.

Yan Shu, Hangui Lin, Yexin Liu, Yan Zhang, Gangyan Zeng, Yan Li, Yu Zhou, Ser-Nam Lim, Harry Yang, Nicu Sebe

CoRR, June, 2025

VidText: Towards Comprehensive Evaluation for Video Text Understanding.

Zhoufaran Yang, Yan Shu, Zhifei Yang, Yan Zhang, Yu Li, Keyang Lu, Gangyan Zeng, Shaohui Liu, Yu Zhou, Nicu Sebe

CoRR, May, 2025

CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR.

Xugong Qin, Peng Zhang, Jun Jie Ou Yang, Gangyan Zeng, Yubo Li, Yuanyuan Wang, Wanqian Zhang, Pengwen Dai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark.

Hao Guo, Xugong Qin, Jun Jie Ou Yang, Peng Zhang, Gangyan Zeng, Yubo Li, Hailun Lin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues.

Yan Zhang, Gangyan Zeng, Huawen Shen, Daiqing Wu, Yu Zhou, Can Ma

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Towards better video services: An EEG-based interpretable model for functional quality of experience evaluation.

Yifan Niu, Kexin Di, Gangyan Zeng, Tao Wei, Yuan Zhang, Xia Wu

Displays, 2024

TextBlockV2: Towards Precise-Detection-Free Scene Text Spotting with Pre-trained Language Model.

Jiahao Lyu, Jin Wei, Gangyan Zeng, Zeng Li, Enze Xie, Wei Wang, Yu Zhou

CoRR, 2024

Show Exemplars and Tell Me What You See: In-Context Learning with Frozen Large Language Models for TextVQA.

Yan Zhang, Gangyan Zeng, Huawen Shen, Can Ma, Yu Zhou

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text Retrieval.

Gangyan Zeng, Yuan Zhang, Jin Wei, Dongbao Yang, Peng Zhang, Yiwen Gao, Xugong Qin, Yu Zhou

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Perception-Enhanced Generative Transformer for Key Information Extraction from Documents.

Runbo Zhao, Jun Jie Ou Yang, Chen Gao, Xugong Qin, Gangyan Zeng, Xiaoxu Hu, Peng Zhang

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Improving Multimodal Rumor Detection via Dynamic Graph Modeling.

Xinyu Wu, Xiaoxu Hu, Xugong Qin, Peng Zhang, Gangyan Zeng, Yu Guo, Runbo Zhao, Xinjian Huang

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Beyond OCR + VQA: Towards end-to-end reading and reasoning for robust and accurate textvqa.

Gangyan Zeng, Yuan Zhang, Yu Zhou, Xiaomeng Yang, Ning Jiang, Guoqing Zhao, Weiping Wang, Xu-Cheng Yin

Pattern Recognit., June, 2023

Feature Enhancement with Text-Specific Region Contrast for Scene Text Detection.

Xurui Sun, Jiahao Lyu, Yifei Zhang, Gangyan Zeng, Bo Fang, Yu Zhou, Enze Xie, Can Ma

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Filling in the Blank: Rationale-Augmented Prompt Tuning for TextVQA.

Gangyan Zeng, Yuan Zhang, Yu Zhou, Bo Fang, Guoqing Zhao, Xin Wei, Weiping Wang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

TextBlock: Towards Scene Text Spotting without Fine-grained Detection.

Jin Wei, Yuan Zhang, Yu Zhou, Gangyan Zeng, Zhi Qiao, Youhui Guo, Haiying Wu, Hongbin Wang, Weiping Wang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Towards Escaping from Language Bias and OCR Error: Semantics-Centered Text Visual Question Answering.

Chengyang Fang, Gangyan Zeng, Yu Zhou, Daiqing Wu, Can Ma, Dayong Hu, Weiping Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

2021

A Cost-Efficient Framework for Scene Text Detection in the Wild.

Gangyan Zeng, Yuan Zhang, Yu Zhou, Xiaomeng Yang

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Beyond OCR + VQA: Involving OCR into the Flow for Robust and Accurate TextVQA.

Gangyan Zeng, Yuan Zhang, Yu Zhou, Xiaomeng Yang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2019

PororoGAN: An Improved Story Visualization Model on Pororo-SV Dataset.

Gangyan Zeng, Zhaohui Li, Yuan Zhang

Proceedings of the CSAI 2019: 2019 3rd International Conference on Computer Science and Artificial Intelligence, 2019