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2020 – today
- 2024
[c1]Junchao Gong, Lei Bai, Peng Ye, Wanghan Xu, Na Liu, Jianhua Dai, Xiaokang Yang, Wanli Ouyang:
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling. ICML 2024- [i7]Wanghan Xu, Kang Chen, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai:
ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast. CoRR abs/2402.01295 (2024) - [i6]Junchao Gong, Lei Bai, Peng Ye, Wanghan Xu, Na Liu, Jianhua Dai, Xiaokang Yang, Wanli Ouyang:
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling. CoRR abs/2402.04290 (2024) - [i5]Wanghan Xu:
Is 3-(F)WL Enough to Distinguish All 3D Graphs? CoRR abs/2402.08429 (2024) - [i4]Wanghan Xu, Bin Shi, Ao Liu, Jiqiang Zhang, Bo Dong:
GraphPub: Generation of Differential Privacy Graph with High Availability. CoRR abs/2403.00030 (2024) - [i3]Tao Han, Zhenghao Chen, Song Guo, Wanghan Xu, Lei Bai:
CRA5: Extreme Compression of ERA5 for Portable Global Climate and Weather Research via an Efficient Variational Transformer. CoRR abs/2405.03376 (2024) - [i2]Wanghan Xu, Fenghua Ling, Wenlong Zhang, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai:
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling. CoRR abs/2405.13796 (2024) - [i1]Tao Han, Song Guo, Zhenghao Chen, Wanghan Xu, Lei Bai:
WEATHER-5K: A Large-scale Global Station Weather Dataset Towards Comprehensive Time-series Forecasting Benchmark. CoRR abs/2406.14399 (2024)
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