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researcher

Liyao (Mars) Gao

University of Washington

11 papers hereh-index 12842 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author5
  • middle author5

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI1
  • cs.CE1
  • cs.CV1
  • cs.NE1
  • stat.ML1
affiliations
  • University of Washington
Homepage

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedDeepGLEAM: A hybrid mechanistic and deep learning model for COVID-19 forecasting

20 citations · 61 across the 10 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2021★ 1 cited

Quantifying Uncertainty in Deep Spatiotemporal Forecasting

Dongxia Wu, Liyao Gao, Xinyue Xiong +4

Deep learning is gaining increasing popularity for spatiotemporal forecasting. However, prior works have mostly focused on point estimates without quantifying the uncertainty of th…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.