Kirti Rajagopalan
4 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
attention mechanism
(2)
snow water equivalent
(2)
gaussian process
(2)
uncertainty quantification
(2)
prediction interval
(1)
temporal attention
(1)
spatiotemporal forecasting
(1)
physical constraint
(1)
spatio-temporal prediction
(1)
graph neural network
(1)
spatial attention
(1)
streamflow prediction
(1)
hydrological forecasting
(1)
infrastructure mapping
(1)
canal network
(1)
ground truth refinement
(1)
constrained reasoning
(1)
time series analysis
(1)
deep temporal model
(1)
semantic segmentation
(1)
Papers
ForeSWE: Forecasting Snow-Water Equivalent with an Uncertainty-Aware Attention Model
AAAI 2026
IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation
IJCAI 2025
Attention-Based Models for Snow-Water Equivalent Prediction
AAAI 2024
Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach
IJCAI 2024