PororoGAN: An Improved Story Visualization Model on Pororo-SV Dataset. - Gangyan Zeng; Zhaohui Li; Yuan Zhang 013 (CSAI, 2019)

Beyond OCR + VQA: Involving OCR into the Flow for Robust and Accurate TextVQA. - Gangyan Zeng; Yuan Zhang 013; Yu Zhou 015; Xiaomeng Yang (ACM Multimedia, 2021)

A Cost-Efficient Framework for Scene Text Detection in the Wild. - Gangyan Zeng; Yuan Zhang 013; Yu Zhou 015; Xiaomeng Yang (PRICAI (1), 2021)

Towards Escaping from Language Bias and OCR Error: Semantics-Centered Text Visual Question Answering. - Chengyang Fang; Gangyan Zeng; Yu Zhou 015; Daiqing Wu; Can Ma; Dayong Hu; Weiping Wang 005 (ICME, 2022)

TextBlock: Towards Scene Text Spotting without Fine-grained Detection. - Jin Wei; Yuan Zhang 013; Yu Zhou 015; Gangyan Zeng; Zhi Qiao; Youhui Guo; Haiying Wu; Hongbin Wang; Weiping Wang 005 (ACM Multimedia, 2022)

Filling in the Blank: Rationale-Augmented Prompt Tuning for TextVQA. - Gangyan Zeng; Yuan Zhang 013; Yu Zhou 015; Bo Fang 003; Guoqing Zhao; Xin Wei; Weiping Wang 005 (ACM Multimedia, 2023)

Feature Enhancement with Text-Specific Region Contrast for Scene Text Detection. - Xurui Sun; Jiahao Lyu 002; Yifei Zhang 005; Gangyan Zeng; Bo Fang 003; Yu Zhou 015; Enze Xie; Can Ma (PRCV (7), 2023)

Beyond OCR + VQA: Towards end-to-end reading and reasoning for robust and accurate textvqa. - Gangyan Zeng; Yuan Zhang 013; Yu Zhou 015; Xiaomeng Yang; Ning Jiang; Guoqing Zhao; Weiping Wang 005; Xu-Cheng Yin (Pattern Recognit., 2023)

Improving Multimodal Rumor Detection via Dynamic Graph Modeling. - Xinyu Wu; Xiaoxu Hu; Xugong Qin; Peng Zhang 044; Gangyan Zeng; Yu Guo; Runbo Zhao; Xinjian Huang (ICPR (18), 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 044 (ICPR (31), 2024)

Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text Retrieval. - Gangyan Zeng; Yuan Zhang 013; Jin Wei; Dongbao Yang; Peng Zhang 044; Yiwen Gao 001; Xugong Qin; Yu Zhou 015 (ACM Multimedia, 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 015 (PRCV (7), 2024)

TextBlockV2: Towards Precise-Detection-Free Scene Text Spotting with Pre-trained Language Model. - Jiahao Lyu 002; Jin Wei; Gangyan Zeng; Zeng Li; Enze Xie; Wei Wang 315; Yu Zhou 015 (CoRR, 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 001 (Displays, 2024)

Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues. - Yan Zhang; Gangyan Zeng; Huawen Shen; Daiqing Wu; Yu Zhou 015; Can Ma (AAAI, 2025)

Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark. - Hao Guo; Xugong Qin; Jun Jie Ou Yang; Peng Zhang 044; Gangyan Zeng; Yubo Li; Hailun Lin (CVPR, 2025)

CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR. - Xugong Qin; Peng Zhang 044; Jun Jie Ou Yang; Gangyan Zeng; Yubo Li; Yuanyuan Wang; Wanqian Zhang; Pengwen Dai (CVPR, 2025)

VidText: Towards Comprehensive Evaluation for Video Text Understanding. - Zhoufaran Yang; Yan Shu; Zhifei Yang 004; Yan Zhang; Yu Li; Keyang Lu; Gangyan Zeng; Shaohui Liu; Yu Zhou 015; Nicu Sebe (CoRR, 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 015; Ser-Nam Lim; Harry Yang; Nicu Sebe (CoRR, 2025)

TextBlockV2: Towards Precise-Detection-Free Scene Text Spotting with Pre-trained Language Model. - Jiahao Lyu 002; Jin Wei; Gangyan Zeng; Zeng Li; Enze Xie; Wei Wang 315; Can Ma; Yu Zhou 015 (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Gather and Trace: Rethinking Video TextVQA from an Instance-oriented Perspective. - Yan Zhang; Gangyan Zeng; Daiqing Wu; Huawen Shen; Binbin Li; Yu Zhou 015; Can Ma; Xiaojun Bi 002 (CoRR, 2025)