FAST: Searching for a Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation. - Zhe Chen 017; Wenhai Wang; Enze Xie; Zhibo Yang 003; Tong Lu; Ping Luo 002 (CoRR, 2021)

Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization. - Zhe Chen 017; Wenhai Wang; Enze Xie; Tong Lu; Ping Luo 002 (AAAI, 2022)

InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges. - Guo Chen 006; Sen Xing; Zhe Chen 017; Yi Wang 074; Kunchang Li 002; Yizhuo Li 001; Yi Liu 081; Jiahao Wang; Yin-Dong Zheng; Bingkun Huang; Zhiyu Zhao; Junting Pan; et al. (CoRR, 2022)

InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions. - Wenhai Wang; Jifeng Dai; Zhe Chen 017; Zhenhang Huang; Zhiqi Li; Xizhou Zhu; Xiaowei Hu 001; Tong Lu; Lewei Lu; Hongsheng Li 001; Xiaogang Wang 001; Yu Qiao 001 (CVPR, 2023)

DDP: Diffusion Model for Dense Visual Prediction. - Yuanfeng Ji; Zhe Chen 017; Enze Xie; Lanqing Hong; Xihui Liu; Zhaoqiang Liu; Tong Lu; Zhenguo Li; Ping Luo 002 (ICCV, 2023)

Vision Transformer Adapter for Dense Predictions. - Zhe Chen 017; Yuchen Duan; Wenhai Wang; Junjun He; Tong Lu; Jifeng Dai; Yu Qiao 001 (ICLR, 2023)

ELAN: Enhancing Temporal Action Detection with Location Awareness. - Guo Chen 006; Yin-Dong Zheng; Zhe Chen 017; Jiahao Wang; Tong Lu (ICME, 2023)

Graph Propagation Transformer for Graph Representation Learning. - Zhe Chen 017; Hao Tan; Tao Wang 052; Tianrun Shen; Tong Lu; Qiuying Peng; Cheng Cheng; Yue Qi (IJCAI, 2023)

VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks. - Wenhai Wang; Zhe Chen 017; Xiaokang Chen; Jiannan Wu; Xizhou Zhu; Gang Zeng; Ping Luo 002; Tong Lu; Jie Zhou 001; Yu Qiao 001; Jifeng Dai (NeurIPS, 2023)

Champion Solution for the WSDM2023 Toloka VQA Challenge. - Shengyi Gao; Zhe Chen 017; Guo Chen 006; Wenhai Wang; Tong Lu (CoRR, 2023)

InternGPT: Solving Vision-Centric Tasks by Interacting with Chatbots Beyond Language. - Zhaoyang Liu 001; Yinan He; Wenhai Wang; Weiyun Wang; Yi Wang 074; Shoufa Chen; Qinglong Zhang; Zeqiang Lai; Yang Yang 002; Qingyun Li; Jiashuo Yu; Kunchang Li 002; et al. (CoRR, 2023)

AVSegFormer: Audio-Visual Segmentation with Transformer. - Shengyi Gao; Zhe Chen 017; Guo Chen 006; Wenhai Wang; Tong Lu (CoRR, 2023)

InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks. - Zhe Chen 017; Jiannan Wu; Wenhai Wang; Weijie Su 002; Guo Chen 006; Sen Xing; Muyan Zhong; Qinglong Zhang; Xizhou Zhu; Lewei Lu; Bin Li 025; Ping Luo 002; et al. (CoRR, 2023)

Intern VL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks. - Zhe Chen 017; Jiannan Wu; Wenhai Wang; Weijie Su 002; Guo Chen 006; Sen Xing; Muyan Zhong; Qinglong Zhang; Xizhou Zhu; Lewei Lu; Bin Li 025; Ping Luo 002; et al. (CVPR, 2024)

The All-Seeing Project V2: Towards General Relation Comprehension of the Open World. - Weiyun Wang; Yiming Ren; Haowen Luo; Tiantong Li; Chenxiang Yan; Zhe Chen 017; Wenhai Wang; Qingyun Li; Lewei Lu; Xizhou Zhu; Yu Qiao 001; Jifeng Dai (ECCV (33), 2024)

The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World. - Weiyun Wang; Min Shi 004; Qingyun Li; Wenhai Wang; Zhenhang Huang; Linjie Xing; Zhe Chen 017; Hao Li 069; Xizhou Zhu; Zhiguo Cao 001; Yushi Chen; Tong Lu; et al. (ICLR, 2024)

Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments. - Yang Yang 002; Wenhai Wang; Zhe Chen 017; Jifeng Dai; Liang Zheng 001 (ICLR, 2024)

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)

Needle In A Multimodal Haystack. - Weiyun Wang; Shuibo Zhang; Yiming Ren; Yuchen Duan; Tiantong Li; Shuo Liu; Mengkang Hu; Zhe Chen 017; Kaipeng Zhang; Lewei Lu; Xizhou Zhu; Ping Luo 002; et al. (NeurIPS, 2024)

VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks. - Jiannan Wu; Muyan Zhong; Sen Xing; Zeqiang Lai; Zhaoyang Liu 001; Zhe Chen 017; Wenhai Wang; Xizhou Zhu; Lewei Lu; Tong Lu; Ping Luo 002; Yu Qiao 001; et al. (NeurIPS, 2024)

How far are we to GPT-4V? Closing the gap to commercial multimodal models with open-source suites. - Zhe Chen 017; Weiyun Wang; Hao Tian 006; Shenglong Ye; Zhangwei Gao; Erfei Cui; Wenwen Tong; Kongzhi Hu; Jiapeng Luo; Zheng Ma; Ji Ma; Jiaqi Wang 003; et al. (Sci. China Inf. Sci., 2024)

MMInstruct: a high-quality multi-modal instruction tuning dataset with extensive diversity. - Yangzhou Liu; Yue Cao; Zhangwei Gao; Weiyun Wang; Zhe Chen 017; Wenhai Wang; Hao Tian 006; Lewei Lu; Xizhou Zhu; Tong Lu; Yu Qiao 001; Jifeng Dai (Sci. China Inf. Sci., 2024)

MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer. - Changyao Tian; Xizhou Zhu; Yuwen Xiong; Weiyun Wang; Zhe Chen 017; Wenhai Wang; Yuntao Chen; Lewei Lu; Tong Lu; Jie Zhou 001; Hongsheng Li 001; Yu Qiao 001; et al. (CoRR, 2024)

Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding. - Guo Chen 006; Yifei Huang 002; Jilan Xu; Baoqi Pei; Zhe Chen 017; Zhiqi Li; Jiahao Wang; Kunchang Li 002; Tong Lu; Limin Wang 002 (CoRR, 2024)

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text. - Qingyun Li; Zhe Chen 017; Weiyun Wang; Wenhai Wang; Shenglong Ye; Zhenjiang Jin; Guanzhou Chen 004; Yinan He; Zhangwei Gao; Erfei Cui; Jiashuo Yu; Hao Tian 006; et al. (CoRR, 2024)

Mini-InternVL: A Flexible-Transfer Pocket Multimodal Model with 5% Parameters and 90% Performance. - Zhangwei Gao; Zhe Chen 017; Erfei Cui; Yiming Ren; Weiyun Wang; Jinguo Zhu; Hao Tian 006; Shenglong Ye; Junjun He; Xizhou Zhu; Lewei Lu; Tong Lu; et al. (CoRR, 2024)

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization. - Weiyun Wang; Zhe Chen 017; Wenhai Wang; Yue Cao; Yangzhou Liu; Zhangwei Gao; Jinguo Zhu; Xizhou Zhu; Lewei Lu; Yu Qiao 001; Jifeng Dai (CoRR, 2024)

GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI. - Tianbin Li; Yanzhou Su; Wei Li 044; Bin Fu; Zhe Chen 017; Ziyan Huang; Guoan Wang; Chenglong Ma; Ying Chen; Ming Hu; Yanjun Li 007; Pengcheng Chen; et al. (CoRR, 2024)

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling. - Zhe Chen 017; Weiyun Wang; Yue Cao; Yangzhou Liu; Zhangwei Gao; Erfei Cui; Jinguo Zhu; Shenglong Ye; Hao Tian 006; Zhaoyang Liu 001; Lixin Gu; Xuehui Wang; et al. (CoRR, 2024)

Mini-InternVL: a flexible-transfer pocket multi-modal model with 5% parameters and 90% performance. - Zhangwei Gao; Zhe Chen 017; Erfei Cui; Yiming Ren; Weiyun Wang; Jinguo Zhu; Hao Tian 006; Shenglong Ye; Junjun He; Xizhou Zhu; Lewei Lu; Tong Lu; et al. (Vis. Intell., 2024)

Docopilot: Improving Multimodal Models for Document-Level Understanding. - Yuchen Duan; Zhe Chen 017; Yusong Hu; Weiyun Wang; Shenglong Ye; Botian Shi; Lewei Lu; Qibin Hou; Tong Lu; Hongsheng Li 001; Jifeng Dai; Wenhai Wang (CVPR, 2025)

HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding. - Chenxin Tao; Shiqian Su; Xizhou Zhu; Chenyu Zhang; Zhe Chen 017; Jiawen Liu; Wenhai Wang; Lewei Lu; Gao Huang 001; Yu Qiao 001; Jifeng Dai (CVPR, 2025)

PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models. - Chenyu Yang; Xuan Dong; Xizhou Zhu; Weijie Su 002; Jiahao Wang; Hao Tian 006; Zhe Chen 017; Wenhai Wang; Lewei Lu; Jifeng Dai (CVPR, 2025)

Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures. - Yuchen Duan; Weiyun Wang; Zhe Chen 017; Xizhou Zhu; Lewei Lu; Tong Lu; Yu Qiao 001; Hongsheng Li 001; Jifeng Dai; Wenhai Wang (ICLR, 2025)

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text. - Qingyun Li; Zhe Chen 017; Weiyun Wang; Wenhai Wang; Shenglong Ye; Zhenjiang Jin; Guanzhou Chen 004; Yinan He; Zhangwei Gao; Erfei Cui; Jiashuo Yu; Hao Tian 006; et al. (ICLR, 2025)

VisualPRM: An Effective Process Reward Model for Multimodal Reasoning. - Weiyun Wang; Zhangwei Gao; Lianjie Chen; Zhe Chen 017; Jinguo Zhu; Xiangyu Zhao; Yangzhou Liu; Yue Cao; Shenglong Ye; Xizhou Zhu; Lewei Lu; Haodong Duan; et al. (CoRR, 2025)

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models. - Jinguo Zhu; Weiyun Wang; Zhe Chen 017; Zhaoyang Liu 001; Shenglong Ye; Lixin Gu; Hao Tian 006; Yuchen Duan; Weijie Su 002; Jie Shao; Zhangwei Gao; Erfei Cui; et al. (CoRR, 2025)

VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models. - Weiye Xu 003; Jiahao Wang; Weiyun Wang; Zhe Chen 017; Wengang Zhou 001; Aijun Yang; Lewei Lu; Houqiang Li; Xiaohua Wang 001; Xizhou Zhu; Wenhai Wang; Jifeng Dai; et al. (CoRR, 2025)

Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces. - Gen Luo; Ganlin Yang; Ziyang Gong; Guanzhou Chen 004; Haonan Duan 001; Erfei Cui; Ronglei Tong; Zhi Hou; Tianyi Zhang; Zhe Chen 017; Shenglong Ye; Lewei Lu; et al. (CoRR, 2025)

InternSpatial: A Comprehensive Dataset for Spatial Reasoning in Vision-Language Models. - Nianchen Deng; Lixin Gu; Shenglong Ye; Yinan He; Zhe Chen 017; Songze Li; Haomin Wang 002; Xingguang Wei; Tianshuo Yang; Min Dou; Tong He 001; Wenqi Shao; et al. (CoRR, 2025)

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents. - Xuehui Wang; Zhenyu Wu; JingJing Xie; Zichen Ding 002; Bowen Yang; Zehao Li; Zhaoyang Liu 001; Qingyun Li; Xuan Dong; Zhe Chen 017; Weiyun Wang; Xiangyu Zhao; et al. (CoRR, 2025)