Mapping Impervious Surface Using Phenology-Integrated and Fisher Transformed Linear Spectral Mixture Analysis. - Linke Ouyang; Caiyan Wu; Junxiang Li; Yuhan Liu; Meng Wang; Ji Han; Conghe Song; Qian Yu; Dagmar Haase (Remote. Sens., 2022)

MLLM-DataEngine: An Iterative Refinement Approach for MLLM. - Zhiyuan Zhao; Linke Ouyang; Bin Wang 065; Siyuan Huang 003; Pan Zhang 001; Xiaoyi Dong; Jiaqi Wang 003; Conghui He (CoRR, 2023)

InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition. - Pan Zhang 001; Xiaoyi Dong; Bin Wang 065; Yuhang Cao; Chao Xu; Linke Ouyang; Zhiyuan Zhao; Shuangrui Ding; Songyang Zhang; Haodong Duan; Wenwei Zhang; Hang Yan 001; et al. (CoRR, 2023)

Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization. - Zhiyuan Zhao; Bin Wang 065; Linke Ouyang; Xiaoyi Dong; Jiaqi Wang 003; Conghui He (CoRR, 2023)

Spatiotemporal Evolution of Urban Agglomeration and Its Impact on Landscape Patterns in the Pearl River Delta, China. - Jiong Wu; Caiyan Wu; Qi Zhang 090; Minghao Zhuang; Huirong Xiao; Hui Wu; Linke Ouyang; Yuhan Liu; Chen Meng; Conghe Song; Dagmar Haase; Junxiang Li (Remote. Sens., 2023)

Urban Treetop Detection and Tree-Height Estimation from Unmanned-Aerial-Vehicle Images. - Hui Wu; Minghao Zhuang; Yuanchi Chen; Chen Meng; Caiyan Wu; Linke Ouyang; Yuhan Liu; Yi Shu; Yuzhong Tao; Tong Qiu; Junxiang Li (Remote. Sens., 2023)

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD. - Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Bin Wang 065; Linke Ouyang; Songyang Zhang; Haodong Duan; Wenwei Zhang; Yining Li; Hang Yan 001; Yang Gao 042; et al. (NeurIPS, 2024)

InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model. - Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Bin Wang 065; Linke Ouyang; Xilin Wei; Songyang Zhang; Haodong Duan; Maosong Cao; Wenwei Zhang; Yining Li; et al. (CoRR, 2024)

InternLM2 Technical Report. - Zheng Cai; Maosong Cao; Haojiong Chen; Kai Chen 026; Keyu Chen; Xin Chen; Xun Chen; Zehui Chen; Zhi Chen 006; Pei Chu; Xiaoyi Dong; Haodong Duan; et al. (CoRR, 2024)

DSDL: Data Set Description Language for Bridging Modalities and Tasks in AI Data. - Bin Wang 065; Linke Ouyang; Fan Wu; Wenchang Ning; Xiao Han; Zhiyuan Zhao; Jiahui Peng; Yiying Jiang; Dahua Lin; Conghui He (CoRR, 2024)

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output. - Pan Zhang 001; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Rui Qian 001; Lin Chen 026; Qipeng Guo; Haodong Duan; Bin Wang 065; Linke Ouyang; Songyang Zhang; Wenwei Zhang; et al. (CoRR, 2024)

CDM: A Reliable Metric for Fair and Accurate Formula Recognition Evaluation. - Bin Wang 065; Fan Wu; Linke Ouyang; Zhuangcheng Gu; Rui Zhang; Renqiu Xia; Bo Zhang 069; Conghui He (CoRR, 2024)

MinerU: An Open-Source Solution for Precise Document Content Extraction. - Bin Wang 065; Chao Xu; Xiaomeng Zhao 002; Linke Ouyang; Fan Wu; Zhiyuan Zhao; Rui Xu 014; Kaiwen Liu; Yuan Qu; Fukai Shang; Bo Zhang 069; Liqun Wei 003; et al. (CoRR, 2024)

OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation. - Junyuan Zhang; Qintong Zhang; Bin Wang 065; Linke Ouyang; Zichen Wen; Ying Li; Ka-Ho Chow; Conghui He; Wentao Zhang (CoRR, 2024)

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations. - Linke Ouyang; Yuan Qu; Hongbin Zhou; Jiawei Zhu; Rui Zhang; Qunshu Lin; Bin Wang 065; Zhiyuan Zhao; Man Jiang; Xiaomeng Zhao 002; Jin Shi; Fan Wu; et al. (CVPR, 2025)

Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching. - Bin Wang; Fan Wu; Linke Ouyang; Zhuangcheng Gu; Rui Zhang; Renqiu Xia; Botian Shi; Bo Zhang; Conghui He (CVPR, 2025)