Publications

Sijie Zhao, Feng Liu, Xueliang Zhang, Hao Chen, Xinyu Gu, Zhe Jiang, Fenghua Ling, Ben Fei, Wenlong Zhang, Junjue Wang, et al. (2026). OpenEarth-Agent: From Tool Calling to Tool Creation for Open-Environment Earth Observation. arXiv preprint.

Kaiyi Xu, Junchao Gong, Zhiwang Zhou, Zhangrui Li, Yuandong Pu, Yihao Liu, Ben Fei, Fenghua Ling, Wenlong Zhang, Lei Bai (2026). SynWeather: Weather Observation Data Synthesis across Multiple Regions and Variables via a General Diffusion Transformer. AAAI Conference on Artificial Intelligence.

Jiyong Rao, Yicheng Qiu, Jiahui Zhang, Juntao Deng, Shangquan Sun, Fenghua Ling, Hao Chen, Nanqing Dong, Zhangyang Gao, Siqi Sun, et al. (2026). SciDataCopilot: An Agentic Data Preparation Framework for AGI-driven Scientific Discovery. arXiv.

Yuandong Pu, Le Zhuo, Songhao Han, Jinbo Xing, Kaiwen Zhu, Shuo Cao, Bin Fu, Si Liu, Hongsheng Li, Yu Qiao, et al. (2026). PICABench: How Far Are We from Physically Realistic Image Editing?. International Conference on Learning Representations.

Zhiwang Zhou, Yuandong Pu, Xuming He, Yidi Liu, Yixin Chen, Junchao Gong, Xiang Zhuang, Wanghan Xu, Qinglong Cao, Shixiang Tang, et al. (2026). Omni-Weather: Unified Multimodal Foundation Model for Weather Generation and Understanding. International Conference on Learning Representations.

Shiyang Feng, Runmin Ma, Xiangchao Yan, Yue Fan, Yusong Hu, Songtao Huang, Shuaiyu Zhang, Zongsheng Cao, Tianshuo Peng, Jiakang Yuan, et al. (2026). InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery. arXiv.

Yidi Liu, Zihao Fan, Jie Huang, Jie Xiao, Dong Li, Wenlong Zhang, Lei Bai, Xueyang Fu, Zheng-Jun Zha (2026). FinPercep-RM: A Fine-grained Reward Model and Co-evolutionary Curriculum for RL-based Real-world Super-Resolution. IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Xiangyu Zhao, Wanghan Xu, Bo Liu, Yuhao Zhou, Fenghua Ling, Ben Fei, Xiaoyu Yue, Lei Bai, Wenlong Zhang, Xiao-Ming Wu (2025). MSEarth: A Multimodal Scientific Dataset and Benchmark for Phenomena Uncovering in Earth Science. ACL 2026.

Haiyuan Wan, Chen Yang, Junchi Yu, Meiqi Tu, Jiaxuan Lu, Di Yu, Jianbao Cao, Ben Gao, Jiaqing Xie, Aoran Wang, et al. (2025). DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks. AAAI 2026.

Xiangyu Zhao, Zhiwang Zhou, Wenlong Zhang, Yihao Liu, Xiangyu Chen, Junchao Gong, Hao Chen, Ben Fei, Shiqi Chen, Wanli Ouyang, et al. (2025). WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning. International Conference on Learning Representations.