Publications

Xiangyu Chen, Kaiwen Zhu, Yuandong Pu, Shuo Cao, Xiaohui Li, Wenlong Zhang, Yihao Liu, Yu Qiao, Jiantao Zhou, Chao Dong (2025). Exploring Scalable Unified Modeling for General Low-Level Vision. arXiv.

Wanghan Xu, Xiaoyu Yue, Zidong Wang, Yao Teng, Wenlong Zhang, Xihui Liu, Luping Zhou, Wanli Ouyang, Lei Bai (2025). Exploring Representation-Aligned Latent Space for Better Generation. arXiv.

Zhe Jiang, Jiong Wang, Xiaoyu Yue, Zijie Guo, Wenlong Zhang, Fenghua Ling, Wanli Ouyang, Lei Bai (2025). EWE: An Agentic Framework for Extreme Weather Analysis. arXiv.

Xiangru Tang, Wanghan Xu, Yujie Wang, Zijie Guo, Daniel Shao, Jiapeng Chen, Cixuan Zhang, Ziyi Wang, Lixin Zhang, Guancheng Wan, et al. (2025). Eigen-1: Adaptive Multi-Agent Refinement with Monitor-Based RAG for Scientific Reasoning. arXiv.

Zijie Guo, Jiong Wang, Xiaoyu Yue, Wangxu Wei, Zhe Jiang, Wanghan Xu, Ben Fei, Wenlong Zhang, Xinyu Gu, Lijing Cheng, et al. (2025). EarthLink: Interpreting Climate Signals with Self-Evolving AI Agents. arXiv.

Peilin Feng, Zhutao Lv, Junyan Ye, Xiaolei Wang, Xinjie Huo, Jinhua Yu, Wanghan Xu, Wenlong Zhang, Lei Bai, Conghui He, et al. (2025). Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents. arXiv.

Xuming He, Zhiwang Zhou, Wenlong Zhang, Xiangyu Zhao, Hao Chen, Shiqi Chen, Lei Bai (2025). DiffSR: Learning Radar Reflectivity Synthesis via Diffusion Model from Satellite Observations. International Conference on Acoustics, Speech, and Signal Processing.

Yidi Liu, Dong Li, Yuxin Ma, Jie Huang, Wenlong Zhang, Xueyang Fu, Zheng-jun Zha (2025). Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusion . Accepted to IEEE/CVF International Conference on Computer Vision.

Junchao Gong, Jingyi Xu, Ben Fei, Fenghua Ling, Wenlong Zhang, Kun Chen, Wanghan Xu, Weidong Yang, Xiaokang Yang, LEI BAI (2025). DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space. Advances in Neural Information Processing Systems.

Hongwei Liu, Junnan Liu, Shudong Liu, Haodong Duan, Yuqiang Li, Mao Su, Xiaohong Liu, Guangtao Zhai, Xinyu Fang, Qianhong Ma, et al. (2025). ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning. arXiv.