Xu, Wanghan

9 publications

ICLR 2026 Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents Peilin Feng, Zhutao Lv, Junyan Ye, Xiaolei Wang, Xinjie Huo, Jinhua Yu, Wanghan Xu, Wenlong Zhang, Lei Bai, Conghui He, Weijia Li

ICLR 2026 EarthSE: A Benchmark Evaluating Earth Scientific Exploration Capability for Large Language Models Wanghan Xu, Xiangyu Zhao, Yuhao Zhou, Xiaoyu Yue, Ben Fei, Fenghua Ling, Wenlong Zhang, Lei Bai

ICLR 2026 Eigen-Agent: Adaptive Multi-Agent Scientific Reasoning with Monitor-Based RAG Xiangru Tang, Wanghan Xu, Yujie Wang, Zijie Guo, Yanjun Shao, Cixuan Zhang, Ziyi Wang, Lixin Zhang, Guancheng Wan, Zhenfei Yin, Wenlong Zhang, Lei Bai, Philip Torr, Hanrui Wang, Di Jin

ICLR 2026 Omni-Weather: A Unified Multimodal Model for Weather Radar Understanding and Generation Zhiwang Zhou, Yuandong Pu, Xuming He, Yidi Liu, Yixin Chen, Junchao Gong, Xiang Zhuang, Wanghan Xu, Qinglong Cao, Shixiang Tang, Yihao Liu, Wenlong Zhang, Lei Bai

NeurIPS 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

NeurIPS 2025 DAWP: A Framework for Global Observation Forecasting via Data Assimilation and Weather Prediction in Satellite Observation Space Junchao Gong, Jingyi Xu, Ben Fei, Fenghua Ling, Wenlong Zhang, Kun Chen, Wanghan Xu, Weidong Yang, Xiaokang Yang, Lei Bai

ICCV 2025 InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis Tao Han, Wanghan Xu, Junchao Gong, Xiaoyu Yue, Song Guo, Luping Zhou, Lei Bai

ICML 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

NeurIPS 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