Demystify Transformers & Convolutions in Modern Image Deep Networks. - Jifeng Dai; Min Shi 004; Weiyun Wang; Sitong Wu; Linjie Xing; Wenhai Wang; Xizhou Zhu; Lewei Lu; Jie Zhou 001; Xiaogang Wang 001; Yu Qiao 001; Xiaowei Hu 001 (CoRR, 2022)

Sensor Mathematical Model Data Fusion Biobjective Optimization. - Maowen Hou; Weiyun Wang (J. Sensors, 2022)

Everyday Space as an Interface for Health Data Engagement: Designing Tangible Displays of Stress Data. - Weiyun Wang; Sharon Xianghua Ding; Ilyena Hirskyj-Douglas (Conference on Designing Interactive Systems, 2023)

CLIPText: A New Paradigm for Zero-shot Text Classification. - Libo Qin 001; Weiyun Wang; Qiguang Chen; Wanxiang Che (ACL (Findings), 2023)

Digital Making for Inheritance and Enlivening Intangible Cultural Heritage: A Case of Hairy Monkey Handicrafts. - Guanhong Liu; Sharon Xianghua Ding; Jinghe Cai; Weiyun Wang; Xinyue Wang; Yuting Diao; Jin Chen; Tianyu Yu 001; Haiqing Xu; Haipeng Mi (CHI, 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)

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)

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)

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)

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)

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)

ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area. - Junxian Li 001; Di Zhang; Xunzhi Wang; Zeying Hao; Jingdi Lei; Qian Tan; Cai Zhou; Wei Liu 123; Yaotian Yang; Xinrui Xiong; Weiyun Wang; Zhe Chen 013; et al. (AAAI, 2025)

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference. - Xiangyu Zhao; Shengyuan Ding; Zicheng Zhang; Haian Huang; Maosongcao Maosongcao; Jiaqi Wang 003; Weiyun Wang; Xinyu Fang; Wenhai Wang; Guangtao Zhai; Hua Yang 001; Haodong Duan; et al. (ACL (1), 2025)

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)

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)

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference. - Xiangyu Zhao; Shengyuan Ding; Zicheng Zhang; Haian Huang; Maosong Cao; Weiyun Wang; Jiaqi Wang 003; Xinyu Fang; Wenhai Wang; Guangtao Zhai; Haodong Duan; Hua Yang 001; et al. (CoRR, 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)

Demystify Transformers & Convolutions in Modern Image Deep Networks. - Xiaowei Hu 001; Min Shi 004; Weiyun Wang; Sitong Wu; Linjie Xing; Wenhai Wang; Xizhou Zhou; Lewei Lu; Jie Zhou 001; Xiaogang Wang 005; Yu Qiao 001; Jifeng Dai (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought. - Zihui Cheng; Qiguang Chen; Xiao Xu 005; Jiaqi Wang 012; Weiyun Wang; Hao Fei 003; Yidong Wang; Alex Jinpeng Wang; Zhi Chen 006; Wanxiang Che; Libo Qin 001 (CoRR, 2025)

OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis. - Junting Chen; Haotian Liang; Lingxiao Du; Weiyun Wang; Mengkang Hu; Yao Mu 001; Wenhai Wang; Jifeng Dai; Ping Luo 002; Wenqi Shao; Lin Shao 002 (CoRR, 2025)

Mono-InternVL-1.5: Towards Cheaper and Faster Monolithic Multimodal Large Language Models. - Gen Luo; Wenhan Dou; Wenhao Li 001; Zhaokai Wang; Xue Yang 005; Changyao Tian; Hao Li 069; Weiyun Wang; Wenhai Wang; Xizhou Zhu; Yu Qiao 001; Jifeng Dai (CoRR, 2025)

AnyCap Project: A Unified Framework, Dataset, and Benchmark for Controllable Omni-modal Captioning. - Yiming Ren; Zhiqiang Lin; Yu Li 022; Gao Meng; Weiyun Wang; Junjie Wang 009; Zicheng Lin; Jifeng Dai; Yujiu Yang; Wenhai Wang; Ruihang Chu (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)