Toyotaro Suzumura
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
graph convolutional network
(2)
graph neural network
(2)
dynamic graph
(2)
graph representation learning
(1)
multi-label classification
(1)
wavelet transform
(1)
time series forecasting
(1)
spectral analysis
(1)
graph structure learning
(1)
multivariate time series
(1)
recurrent neural network
(1)
node classification
(1)
parameter evolution
(1)
heterogeneous graph
(1)
spatio-temporal datum
(1)
traffic forecasting
(1)
temporal evolution
(1)
spatio-temporal graph
(1)
global interaction
(1)
edge classification
(1)
Papers
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
ICLR 2024
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
AAAI 2023
Spatio-Temporal Meta-Graph Learning for Traffic Forecasting
AAAI 2023
LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification
NAACL 2022
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
AAAI 2020