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Yan Ge

3 accepted papers

2026

Enabling arbitrary inference in spatio-temporal dynamic systems: A physics-inspired perspective

ICLR 2026poster

Modern spatio-temporal learning techniques usually exploit sampled discrete observations to foresee the future. Actually, spatio-temporal dynamics are continuous and evolve everytime and everywhere, thus modeling spatio-temporal dynamics in a continuous space can be long-standing challenge. Existin…

Cited by 0SourceScholar
2024

Automatic Data Visualization Generation from Chinese Natural Language Questions

COLING 2024main

Data visualization has emerged as an effective tool for getting insights from massive datasets. Due to the hardness of manipulating the programming languages of data visualization, automatic data visualization generation from natural languages (Text-to-Vis) is becoming increasingly popular. Despite…