CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling. - Junchao Gong; Lei Bai 001; Peng Ye 006; Wanghan Xu; Na Liu; Jianhua Dai; Xiaokang Yang 001; Wanli Ouyang (ICML, 2024)

Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling. - Wanghan Xu; Fenghua Ling; Wenlong Zhang; Tao Han 002; Hao Chen 045; Wanli Ouyang; Lei Bai 001 (NeurIPS, 2024)

ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast. - Wanghan Xu; Kang Chen; Tao Han 002; Hao Chen 045; Wanli Ouyang; Lei Bai 001 (CoRR, 2024)

Is 3-(F)WL Enough to Distinguish All 3D Graphs? - Wanghan Xu (CoRR, 2024)

GraphPub: Generation of Differential Privacy Graph with High Availability. - Wanghan Xu; Bin Shi; Ao Liu; Jiqiang Zhang; Bo Dong 001 (CoRR, 2024)

CRA5: Extreme Compression of ERA5 for Portable Global Climate and Weather Research via an Efficient Variational Transformer. - Tao Han 002; Zhenghao Chen; Song Guo; Wanghan Xu; Lei Bai 001 (CoRR, 2024)

WEATHER-5K: A Large-scale Global Station Weather Dataset Towards Comprehensive Time-series Forecasting Benchmark. - Tao Han 002; Song Guo; Zhenghao Chen; Wanghan Xu; Lei Bai 001 (CoRR, 2024)

Exploring Representation-Aligned Latent Space for Better Generation. - Wanghan Xu; Xiaoyu Yue; Zidong Wang 004; Yao Teng; Wenlong Zhang; Xihui Liu; Luping Zhou; Wanli Ouyang; Lei Bai 001 (CoRR, 2025)

EarthSE: A Benchmark for Evaluating Earth Scientific Exploration Capability of LLMs. - Wanghan Xu; Xiangyu Zhao; Yuhao Zhou; Xiaoyu Yue; Ben Fei; Fenghua Ling; Wenlong Zhang; Lei Bai 001 (CoRR, 2025)

Manalyzer: End-to-end Automated Meta-analysis with Multi-agent System. - Wanghan Xu; Wenlong Zhang; Fenghua Ling; Ben Fei; Yusong Hu; Fangxuan Ren; Jintai Lin; Wanli Ouyang; Lei Bai 001 (CoRR, 2025)

MSEarth: A Benchmark for Multimodal Scientific Comprehension of Earth Science. - Xiangyu Zhao; Wanghan Xu; Bo Liu; Yuhao Zhou; Fenghua Ling; Ben Fei; Xiaoyu Yue; Lei Bai 001; Wenlong Zhang; Xiao-Ming Wu (CoRR, 2025)

Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences. - Jing-An Sun; Hang Fan; Junchao Gong; Ben Fei; Kun Chen; Fenghua Ling; Wenlong Zhang; Wanghan Xu; Li Yan; Pierre Gentine; Lei Bai 001 (CoRR, 2025)

EarthLink: A Self-Evolving AI Agent for Climate Science. - Zijie Guo; Jiong Wang; Xiaoyu Yue; Wangxu Wei; Zhe Jiang; Wanghan Xu; Ben Fei; Wenlong Zhang; Xinyu Gu; Lijing Cheng; Jing-Jia Luo; Chao Li; et al. (CoRR, 2025)