Wanghan Xu

According to our database, Wanghan Xu authored at least 13 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Yaqiang Wang, Tao Chen, Wanli Ouyang, Fenghua Ling, Lei Bai

CoRR, July, 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

CoRR, May, 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, Wenlong Zhang, Xiao-Ming Wu

CoRR, May, 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

CoRR, May, 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

CoRR, May, 2025

Exploring Representation-Aligned Latent Space for Better Generation.

Wanghan Xu, Xiaoyu Yue, Zidong Wang, Yao Teng, Wenlong Zhang, Xihui Liu, Luping Zhou, Wanli Ouyang, Lei Bai

CoRR, February, 2025

2024

WEATHER-5K: A Large-scale Global Station Weather Dataset Towards Comprehensive Time-series Forecasting Benchmark.

Tao Han, Song Guo, Zhenghao Chen, Wanghan Xu, Lei Bai

CoRR, 2024

CRA5: Extreme Compression of ERA5 for Portable Global Climate and Weather Research via an Efficient Variational Transformer.

Tao Han, Zhenghao Chen, Song Guo, Wanghan Xu, Lei Bai

CoRR, 2024

GraphPub: Generation of Differential Privacy Graph with High Availability.

Wanghan Xu, Bin Shi, Ao Liu, Jiqiang Zhang, Bo Dong

CoRR, 2024

Is 3-(F)WL Enough to Distinguish All 3D Graphs?

Wanghan Xu

CoRR, 2024

ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast.

Wanghan Xu, Kang Chen, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai

CoRR, 2024

Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling.

Wanghan Xu, Fenghua Ling, Wenlong Zhang, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling.

Junchao Gong, Lei Bai, Peng Ye, Wanghan Xu, Na Liu, Jianhua Dai, Xiaokang Yang, Wanli Ouyang

Proceedings of the Forty-first International Conference on Machine Learning, 2024