Joshua Fan
4 papers · 2022–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
kolmogorov-arnold network
(2)
multi-label classification
(1)
temporal information
(1)
remote sensing
(1)
image super-resolution
(1)
convolutional neural network
(1)
recurrent neural network
(1)
community structure
(1)
interpretable neural network
(1)
geospatial data
(1)
scientific machine learning
(1)
crop yield prediction
(1)
graph neural network
(1)
species distribution modeling
(1)
solar-induced chlorophyll fluorescence
(1)
process-based model
(1)
feature extraction
(1)
carbon cycle
(1)
Papers
LabelKAN - Kolmogorov-Arnold Networks for Inter-Label Learning: Avian Community Learning
AAAI 2026
Scientifically-Interpretable Reasoning Network (ScIReN): Discovering Hidden Relationships in the Carbon Cycle and Beyond
AAAI 2026
A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction
AAAI 2022
Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net
IJCAI 2022