Few Could Be Better Than All: Feature Sampling and Grouping for Scene Text Detection. - Jingqun Tang; Wenqing Zhang; Hongye Liu; Mingkun Yang; Bo Jiang; Guanglong Hu; Xiang Bai (CVPR, 2022)

Optimal Boxes: Boosting End-to-End Scene Text Recognition by Adjusting Annotated Bounding Boxes via Reinforcement Learning. - Jingqun Tang; Wenming Qian; Luchuan Song; Xiena Dong; Lan Li; Xiang Bai (ECCV (28), 2022)

You Can even Annotate Text with Voice: Transcription-only-Supervised Text Spotting. - Jingqun Tang; Su Qiao; Benlei Cui; Yuhang Ma; Sheng Zhang; Dimitrios Kanoulas (ACM Multimedia, 2022)

UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding. - Hao Feng 009; Zijian Wang; Jingqun Tang; Jinghui Lu; Wengang Zhou 001; Houqiang Li; Can Huang (CoRR, 2023)

SPTS v2: Single-Point Scene Text Spotting. - Yuliang Liu; Jiaxin Zhang 003; Dezhi Peng; Mingxin Huang; Xinyu Wang 010; Jingqun Tang; Can Huang; Dahua Lin; Chunhua Shen; Xiang Bai; Lianwen Jin (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer. - Zhen Zhao; Jingqun Tang; Chunhui Lin; Binghong Wu; Can Huang; Hao Liu 003; Xin Tan 002; Zhizhong Zhang 001; Yuan Xie 006 (CVPR, 2024)

TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy. - Weichao Zhao; Hao Feng 009; Qi Liu; Jingqun Tang; Binghong Wu; Lei Liao; Shu Wei; Yongjie Ye; Hao Liu 003; Wengang Zhou 001; Houqiang Li; Can Huang (NeurIPS, 2024)

Harmonizing Visual Text Comprehension and Generation. - Zhen Zhao; Jingqun Tang; Binghong Wu; Chunhui Lin; Shu Wei; Hao Liu 003; Xin Tan 002; Zhizhong Zhang 001; Can Huang; Yuan Xie 006 (NeurIPS, 2024)

DocPedia: unleashing the power of large multimodal model in the frequency domain for versatile document understanding. - Hao Feng 009; Qi Liu; Hao Liu 003; Jingqun Tang; Wengang Zhou 001; Houqiang Li; Can Huang (Sci. China Inf. Sci., 2024)

TextSquare: Scaling up Text-Centric Visual Instruction Tuning. - Jingqun Tang; Chunhui Lin; Zhen Zhao; Shu Wei; Binghong Wu; Qi Liu; Hao Feng 009; Yang Li; Siqi Wang; Lei Liao; Wei Shi; Yuliang Liu; et al. (CoRR, 2024)

MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering. - Jingqun Tang; Qi Liu; Yongjie Ye; Jinghui Lu; Shu Wei; Chunhui Lin; Wanqing Li 007; Mohamad Fitri Faiz Bin Mahmood; Hao Feng 009; Zhen Zhao; Yanjie Wang; Yuliang Liu; et al. (CoRR, 2024)

TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy. - Weichao Zhao; Hao Feng 009; Qi Liu; Jingqun Tang; Shu Wei; Binghong Wu; Lei Liao; Yongjie Ye; Hao Liu 003; Houqiang Li; Can Huang (CoRR, 2024)

A Bounding Box is Worth One Token: Interleaving Layout and Text in a Large Language Model for Document Understanding. - Jinghui Lu; Haiyang Yu; Yanjie Wang; Yongjie Ye; Jingqun Tang; Ziwei Yang; Binghong Wu; Qi Liu; Hao Feng 009; Han Wang; Hao Liu 003; Can Huang (CoRR, 2024)

MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes Benchmark. - Bin Shan; Xiang Fei; Wei Shi; An-Lan Wang; Guozhi Tang; Lei Liao; Jingqun Tang; Xiang Bai; Can Huang (CoRR, 2024)

Attentive Eraser: Unleashing Diffusion Model's Object Removal Potential via Self-Attention Redirection Guidance. - Wenhao Sun; Xue-Mei Dong; Benlei Cui; Jingqun Tang (AAAI, 2025)

ParGo: Bridging Vision-Language with Partial and Global Views. - An-Lan Wang; Bin Shan; Wei Shi; Kun-Yu Lin; Xiang Fei; Guozhi Tang; Lei Liao; Jingqun Tang; Can Huang; Wei-Shi Zheng 001 (AAAI, 2025)

Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting. - Hao Feng 009; Shu Wei; Xiang Fei; Wei Shi; Yingdong Han; Lei Liao; Jinghui Lu; Binghong Wu; Qi Liu; Chunhui Lin; Jingqun Tang; Hao Liu 003; et al. (ACL (Findings), 2025)

A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding. - Jinghui Lu; Haiyang Yu; Yanjie Wang; Yongjie Ye; Jingqun Tang; Ziwei Yang; Binghong Wu; Qi Liu; Hao Feng; Han Wang; Hao Liu; Can Huang (ACL (Findings), 2025)

MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering. - Jingqun Tang; Qi Liu; Yongjie Ye; Jinghui Lu; Shu Wei; An-Lan Wang; Chunhui Lin; Hao Feng 009; Zhen Zhao; Yanjie Wang; Yuliang Liu; Hao Liu 003; et al. (ACL (Findings), 2025)

OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning. - Ling Fu; Biao Yang; Zhebin Kuang; Jiajun Song; Yuzhe Li; Linghao Zhu; Qidi Luo; Xinyu Wang; Hao Lu 003; Mingxin Huang; Zhang Li; Guozhi Tang; et al. (CoRR, 2025)

Vision as LoRA. - Han Wang; Yongjie Ye; Bingru Li; Yuxiang Nie; Jinghui Lu; Jingqun Tang; Yanjie Wang; Can Huang (CoRR, 2025)

Seed1.5-VL Technical Report. - Dong Guo; Faming Wu; Feida Zhu 005; Fuxing Leng; Guang Shi; Haobin Chen; Haoqi Fan 001; Jian Wang; Jianyu Jiang; Jiawei Wang; Jingji Chen; Jingjia Huang; et al. (CoRR, 2025)

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? - An-Lan Wang; Jingqun Tang; Liao Lei; Hao Feng 009; Qi Liu; Xiang Fei; Jinghui Lu; Han Wang; Weiwei Liu; Hao Liu 003; Yuliang Liu; Xiang Bai; et al. (CoRR, 2025)

Advancing Sequential Numerical Prediction in Autoregressive Models. - Xiang Fei; Jinghui Lu; Qi Sun; Hao Feng 009; Yanjie Wang; Wei Shi; An-Lan Wang; Jingqun Tang; Can Huang (CoRR, 2025)

Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning. - Jinghui Lu; Haiyang Yu; Siliang Xu; Shiwei Ran; Guozhi Tang; Siqi Wang; Bin Shan; Teng Fu; Hao Feng; Jingqun Tang; Han Wang; Can Huang (CoRR, 2025)