Vijaya Krishna Yalavarthi
4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(10)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (3)
ICLR (1)
Top co-authors
Keywords
graph neural network
(2)
missing value
(2)
time series forecasting
(2)
normalizing flow
(1)
probabilistic forecasting
(1)
time series imputation
(1)
spatial-temporal modeling
(1)
irregular time series
(1)
irregular sampling
(1)
gated recurrent unit
(1)
gated recurrent network
(1)
irregularly sampled time series
(1)
sparsity structure graph
(1)
edge weight prediction
(1)
motif detection
(1)
networked time series
(1)
conditional normalizing flow
(1)
motif-aware learning
(1)
attention mechanism
(1)
motif adjacency
(1)
Papers
Motif-aware Graph Neural Networks for Networked Time Series Imputation
AAAI 2025
Probabilistic Forecasting of Irregularly Sampled Time Series with Missing Values via Conditional Normalizing Flows
AAAI 2025
Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs
ICLR 2025
GraFITi: Graphs for Forecasting Irregularly Sampled Time Series
AAAI 2024