One-Stage Visual Grounding via Semantic-Aware Feature Filter. - Jiabo Ye; Xin Lin 001; Liang He 001; Dingbang Li; Qin Chen 001 (ACM Multimedia, 2021)

Shifting More Attention to Visual Backbone: Query-modulated Refinement Networks for End-to-End Visual Grounding. - Jiabo Ye; Junfeng Tian; Ming Yan 008; Xiaoshan Yang; Xuwu Wang; Ji Zhang 011; Liang He 001; Xin Lin 001 (CVPR, 2022)

PromptMNER: Prompt-Based Entity-Related Visual Clue Extraction and Integration for Multimodal Named Entity Recognition. - Xuwu Wang; Junfeng Tian; Min Gui; Zhixu Li; Jiabo Ye; Ming Yan 008; Yanghua Xiao (DASFAA (3), 2022)

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. - Chenliang Li; Haiyang Xu 001; Junfeng Tian; Wei Wang 225; Ming Yan 008; Bin Bi; Jiabo Ye; He Chen; Guohai Xu; Zheng Cao 003; Ji Zhang 011; Songfang Huang; et al. (EMNLP, 2022)

CAT-MNER: Multimodal Named Entity Recognition with Knowledge-Refined Cross-Modal Attention. - Xuwu Wang; Jiabo Ye; Zhixu Li; Junfeng Tian; Yong Jiang 001; Ming Yan 008; Ji Zhang 011; Yanghua Xiao (ICME, 2022)

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. - Chenliang Li; Haiyang Xu 001; Junfeng Tian; Wei Wang 225; Ming Yan 008; Bin Bi; Jiabo Ye; Hehong Chen; Guohai Xu; Zheng Cao 003; Ji Zhang 011; Songfang Huang; et al. (CoRR, 2022)

Inferring substitutable and complementary products with Knowledge-Aware Path Reasoning based on dynamic policy network. - Zijing Yang; Jiabo Ye; Linlin Wang; Xin Lin 001; Liang He 001 (Knowl. Based Syst., 2022)

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model. - Jiabo Ye; Anwen Hu; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Guohai Xu; Chenliang Li; Junfeng Tian; Qi Qian 001; Ji Zhang 011; Qin Jin; Liang He 001; et al. (EMNLP (Findings), 2023)

Pseudo-Query Generation For Semi-Supervised Visual Grounding With Knowledge Distillation. - Jianglin Jin; Jiabo Ye; Xin Lin 001; Liang He 001 (ICASSP, 2023)

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video. - Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Yaya Shi; Jiabo Ye; Yuanhong Xu; Chenliang Li; Bin Bi; Qi Qian 001; Wei Wang 225; Guohai Xu; Ji Zhang 011; et al. (ICML, 2023)

mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality. - Qinghao Ye; Haiyang Xu 001; Guohai Xu; Jiabo Ye; Ming Yan 008; Yiyang Zhou; Junyang Wang 001; Anwen Hu; Pengcheng Shi; Yaya Shi; Chenliang Li; Yuanhong Xu; et al. (CoRR, 2023)

Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks. - Haiyang Xu 001; Qinghao Ye; Xuan Wu; Ming Yan 008; Yuan Miao; Jiabo Ye; Guohai Xu; Anwen Hu; Yaya Shi; Guangwei Xu; Chenliang Li; Qi Qian 001; et al. (CoRR, 2023)

mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding. - Jiabo Ye; Anwen Hu; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Yuhao Dan; Chenlin Zhao; Guohai Xu; Chenliang Li; Junfeng Tian; Qian Qi 001; Ji Zhang 011; et al. (CoRR, 2023)

mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration. - Qinghao Ye; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Anwen Hu; Haowei Liu; Qi Qian 001; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001 (CoRR, 2023)

MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media. - Shizhou Huang; Bo Xu 023; Changqun Li; Jiabo Ye; Xin Lin 001 (LREC/COLING, 2024)

mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration. - Qinghao Ye; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Anwen Hu; Haowei Liu; Qi Qian 001; Ji Zhang 011; Fei Huang 002 (CVPR, 2024)

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding. - Anwen Hu; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Liang Zhang; Bo Zhang 071; Ji Zhang 011; Qin Jin; Fei Huang 002; Jingren Zhou 001 (EMNLP (Findings), 2024)

VG-Annotator: Vision-Language Models as Query Annotators for Unsupervised Visual Grounding. - Jiabo Ye; Junfeng Tian; Xiaoshan Yang; Zhenru Zhang; Anwen Hu; Ming Yan 008; Ji Zhang 011; Liang He 001; Xin Lin 001 (ICME, 2024)

A Sentimental Prompt Framework with Visual Text Encoder for Multimodal Sentiment Analysis. - Shizhou Huang; Bo Xu 023; Changqun Li; Jiabo Ye; Xin Lin 001 (ICMR, 2024)

mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model. - Anwen Hu; Yaya Shi; Haiyang Xu 001; Jiabo Ye; Qinghao Ye; Ming Yan 008; Chenliang Li; Qi Qian 001; Ji Zhang 011; Fei Huang 002 (ACM Multimedia, 2024)

Part-Aware Prompt Tuning for Weakly Supervised Referring Expression Grounding. - Chenlin Zhao; Jiabo Ye; Yaguang Song; Ming Yan 008; Xiaoshan Yang; Changsheng Xu (MMM (3), 2024)

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception. - Junyang Wang 001; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Weizhou Shen; Ji Zhang 011; Fei Huang 002; Jitao Sang (CoRR, 2024)

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding. - Anwen Hu; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Liang Zhang; Bo Zhang 071; Chen Li 001; Ji Zhang 011; Qin Jin; Fei Huang 002; Jingren Zhou 001 (CoRR, 2024)

UniQRNet: Unifying Referring Expression Grounding and Segmentation with QRNet. - Jiabo Ye; Junfeng Tian; Ming Yan 008; Haiyang Xu 001; Qinghao Ye; Yaya Shi; Xiaoshan Yang; Xuwu Wang; Ji Zhang 011; Liang He 001; Xin Lin 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding. - Anwen Hu; Haiyang Xu 001; Liang Zhang; Jiabo Ye; Ming Yan 008; Ji Zhang 011; Qin Jin; Fei Huang 002; Jingren Zhou 001 (ACL (1), 2025)

AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization. - Yiyang Du; Xiaochen Wang 002; Chi Chen 005; Jiabo Ye; Yiru Wang; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Zhifang Sui; Maosong Sun 001; Yang Liu 005 (CVPR, 2025)

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models. - Jiabo Ye; Haiyang Xu 001; Haowei Liu; Anwen Hu; Ming Yan 008; Qi Qian 001; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001 (ICLR, 2025)

Qwen2.5-VL Technical Report. - Shuai Bai; Keqin Chen; Xuejing Liu; Jialin Wang; Wenbin Ge; Sibo Song; Kai Dang; Peng Wang 028; Shijie Wang 007; Jun Tang 008; Humen Zhong; Yuanzhi Zhu; et al. (CoRR, 2025)

Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation. - Yuyang Wanyan; Xi Zhang; Haiyang Xu 001; Haowei Liu; Junyang Wang 001; Jiabo Ye; Yutong Kou; Ming-Hsuan Yang 001; Fei Huang 002; Xiaoshan Yang; Weiming Dong; Changsheng Xu (CoRR, 2025)

Mobile-Agent-v3: Fundamental Agents for GUI Automation. - Jiabo Ye; Xi Zhang; Haiyang Xu 001; Haowei Liu; Junyang Wang 001; Zhaoqing Zhu; Ziwei Zheng; Feiyu Gao; Junjie Cao; Zhengxi Lu; Jitong Liao; Qi Zheng; et al. (CoRR, 2025)