Publications

Junchao Gong, Siwei Tu, Weidong Yang, Ben Fei, Kun Chen, Wenlong Zhang, Xiaokang Yang, Wanli Ouyang, Lei Bai (2025). Postcast: Generalizable postprocessing for precipitation nowcasting via unsupervised blurriness modeling. International Conference on Learning Representations.

Lintao Wang, Encheng Su, Jiaqi Liu, Pengze Li, Peng Xia, Jiabei Xiao, Wenlong Zhang, Xinnan Dai, Xi Chen, Yuan Meng, et al. (2025). PhysUniBench: An Undergraduate-Level Physics Reasoning Benchmark for Multimodal Models. arXiv.

Fengxiang Wang, Mingshuo Chen, Xuming He, YiFan Zhang, Feng Liu, Zijie Guo, Zhenghao Hu, Jiong Wang, Jingyi Xu, Zhangrui Li, et al. (2025). OmniEarth-Bench: Towards Holistic Evaluation of Earth's Six Spheres and Cross-Spheres Interactions with Multimodal Observational Earth Data. arXiv.

Wanghan Xu, Wenlong Zhang, Fenghua Ling, Ben Fei, Yusong Hu, Fangxuan Ren, Jintai Lin, Wanli Ouyang, Lei Bai (2025). Manalyzer: End-to-end Automated Meta-analysis with Multi-agent System. arXiv.

Yuandong Pu, Le Zhuo, Kaiwen Zhu, Liangbin Xie, Wenlong Zhang, Xiangyu Chen, Peng Gao, Yu Qiao, Chao Dong, Yihao Liu (2025). Lumina-omnilv: A unified multimodal framework for general low-level vision. arXiv.

Jing-An Sun, Hang Fan, Junchao Gong, Ben Fei, Kun Chen, Fenghua Ling, Wenlong Zhang, Wanghan Xu, Li Yan, Pierre Gentine, et al. (2025). LO-SDA: Latent Optimization for Score-based Atmospheric Data Assimilation. arXiv.

Yidi Liu, Xueyang Fu, Jie Huang, Jie Xiao, Dong Li, Wenlong Zhang, LEI BAI, Zheng-Jun Zha (2025). Latent Harmony: Synergistic Unified UHD Image Restoration via Latent Space Regularization and Controllable Refinement. Advances in Neural Information Processing Systems.

Zicheng Zhang, Junying Wang, Farong Wen, Yijin Guo, Xiangyu Zhao, Xinyu Fang, Shengyuan Ding, Ziheng Jia, Jiahao Xiao, Ye Shen, et al. (2025). Large multimodal models evaluation: a survey. Science China Information Sciences.

Intern—S1 Team (2025). Intern-s1: A scientific multimodal foundation model. arXiv.

Yusong Hu, Runmin Ma, Yue Fan, Jinxin Shi, Zongsheng Cao, Yuhao Zhou, Jiakang Yuan, Xiangchao Yan, Wenlong Zhang, Lei Bai, et al. (2025). FlowSearch: Advancing deep research with dynamic structured knowledge flow. arXiv.