Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-Modal Language Models. - Shitian Zhao; Zhuowan Li; Yadong Lu; Alan L. Yuille; Yan Wang 033 (CVPR, 2024)

Unleashing the Potentials of Likelihood Composition for Multi-modal Language Models. - Shitian Zhao; Renrui Zhang; Xu Luo; Yan Wang; Shanghang Zhang; Peng Gao 007 (EMNLP (Findings), 2024)

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models. - Dongyang Liu; Renrui Zhang; Longtian Qiu; Siyuan Huang 004; Weifeng Lin; Shitian Zhao; Shijie Geng; Ziyi Lin; Peng Jin; Kaipeng Zhang; Wenqi Shao; Chao Xu; et al. (ICML, 2024)

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models. - Peng Gao 007; Renrui Zhang; Chris Liu; Longtian Qiu; Siyuan Huang 004; Weifeng Lin; Shitian Zhao; Shijie Geng; Ziyi Lin; Peng Jin; Kaipeng Zhang; Wenqi Shao; et al. (CoRR, 2024)

Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining. - Dongyang Liu; Shitian Zhao; Le Zhuo; Weifeng Lin; Yu Qiao 001; Hongsheng Li 001; Peng Gao 007 (CoRR, 2024)

Boosting Open-Domain Continual Learning via Leveraging Intra-domain Category-aware Prototype. - Yadong Lu; Shitian Zhao; Boxiang Yun; Dongsheng Jiang; Yin Li; Qingli Li; Yan Wang 033 (CoRR, 2024)

PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions. - Weifeng Lin; Xinyu Wei; Renrui Zhang; Le Zhuo; Shitian Zhao; Siyuan Huang 004; Junlin Xi; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (CoRR, 2024)

PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions. - Weifeng Lin; Xinyu Wei; Renrui Zhang; Le Zhuo; Shitian Zhao; Siyuan Huang 004; Junlin Xie; Peng Gao 007; Hongsheng Li 001 (ICLR, 2025)

IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models. - Jiayi Lei; Renrui Zhang; Xiangfei Hu; Weifeng Lin; Zhen Li 026; Wenjian Sun; Ruoyi Du; Le Zhuo; Zhongyu Li 002; Xinyue Li 001; Shitian Zhao; Ziyu Guo; et al. (CoRR, 2025)

Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models. - Yuxiang Lai; Jike Zhong; Ming Li; Shitian Zhao; Xiaofeng Yang (CoRR, 2025)

Think or Not Think: A Study of Explicit Thinking inRule-Based Visual Reinforcement Fine-Tuning. - Ming Li; Jike Zhong; Shitian Zhao; Yuxiang Lai; Kaipeng Zhang (CoRR, 2025)

LeX-Art: Rethinking Text Generation via Scalable High-Quality Data Synthesis. - Shitian Zhao; Qilong Wu; Xinyue Li 001; Bo Zhang 069; Ming Li; Qi Qin; Dongyang Liu; Kai Zhang 008; Hongsheng Li 001; Yu Qiao 001; Peng Gao 007; Bin Fu; et al. (CoRR, 2025)

OmniCaptioner: One Captioner to Rule Them All. - Yiting Lu; Jiakang Yuan; Zhen Li; Shitian Zhao; Qi Qin; Xinyue Li; Le Zhuo; Licheng Wen; Dongyang Liu; Yuewen Cao; Xiangchao Yan; Xin Li 082; et al. (CoRR, 2025)

Sekai: A Video Dataset towards World Exploration. - Zhen Li 026; Chuanhao Li 001; Xiaofeng Mao; Shaoheng Lin; Ming Li; Shitian Zhao; Zhaopan Xu; Xinyue Li 001; Yukang Feng; Jianwen Sun; Zizhen Li; Fanrui Zhang; et al. (CoRR, 2025)

PyVision: Agentic Vision with Dynamic Tooling. - Shitian Zhao; Haoquan Zhang; Shaoheng Lin; Ming Li; Qilong Wu; Kaipeng Zhang; Chen Wei (CoRR, 2025)