Publications

Vitus Benson, Claire Robin, Christian Requena-Mesa, Lazaro Alonso, Nuno Carvalhais, José Cortés, Zhihan Gao, Nora Linscheid, Mélanie Weynants, Markus Reichstein (2024). Multi-Modal Learning for Geospatial Vegetation Forecasting. In CVPR 2024.

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Zhihan Gao, Xingjian Shi, Boran Han, Hao Wang, Xiaoyong Jin, Danielle Robinson, Yi Zhu, Mu Li, Yuyang Wang (2023). PreDiff: Precipitation Nowcasting with Latent Diffusion Models. In NeurIPS 2023.

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Zhihan Gao, Xingjian Shi, Hao Wang, Yi Zhu, Yuyang Wang, Mu Li, Dit-Yan Yeung (2022). Earthformer: Exploring Space-Time Transformers for Earth System Forecasting. In NeurIPS 2022.

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Zhihan Gao, Hao Wang, Yuyang Wang, Xingjian Shi, Dit-Yan Yeung (2022). Probabilistic Continuous-Time Whole-Graph Forecasting. SIGKDD-MiLeTS 2022.

Zhihan Gao, Xingjian Shi, Hao Wang, Dit-Yan Yeung, Wang-chun Woo, Wai-Kin Wong (2021). Deep Learning and the Weather Forecasting Problem: Precipitation Nowcasting. DL4ES.

Ting Sun, Lei Tai, Zhihan Gao, Ming Liu, Dit-Yan Yeung (2019). Fully Using Classifiers for Weakly Supervised Semantic Segmentation with Modified Cues. arXiv 2019.

Xingjian Shi, Zhihan Gao, Leonard Lausen, Hao Wang, Dit-Yan Yeung, Wai-Kin Wong, Wang-chun Woo (2017). Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model. In NIPS 2017.

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Xuefeng Liu, Hongyi Yu, Qingqing Ji, Zhihan Gao, Shaofeng Ge, Jun Qiu, Zhongfan Liu, Yanfeng Zhang, Dong Sun (2016). An Ultrafast Terahertz Probe of The Transient Evolution of The Charged and Neutral Phase of Photo-excited Electron-Hole Gas in Monolayer Semiconductor. 2D Materials.

Sijie Song, Yanghao Li, Zhihan Gao, Jiaying Liu (2015). Face Hallucination Based on Neighbor Embedding via Illumination Adaptation. In APSIPA 2015.

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