Yueya WANG — accepted AI-conference papers

2025

CLLMate: A Multimodal Benchmark for Weather and Climate Events Forecasting

Haobo Li, Zhaowei Wang, Jiachen Wang, Yueya Wang, Alexis Kai Hon Lau, Huamin Qu

EMNLP 2025

Forecasting weather and climate events is crucial for making appropriate measures to mitigate environmental hazards and minimize losses. However, existing environmental forecasting research focuses narrowly on predicting numerical meteorological variables (e.g., temperature), neglecting the translat

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2025

PIPE: Physics-Informed Position Encoding for Alignment of Satellite Images and Time Series in Typhoon Forecasting

Haobo Li, Eunseo Jung, Zixin CHEN, Zhaowei Wang, Yueya WANG, Huamin Qu +1

NeurIPS 2025poster

Multimodal time series forecasting is foundational in various fields, such as utilizing satellite imagery and numerical data for predicting typhoons in climate science. However, existing multimodal approaches primarily focus on utilizing text data to help time series forecasting, leaving the visual…

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