Dingyi Zhuang
6 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
EMNLP (2)
ICLR (1)
Top co-authors
Keywords
spatiotemporal graph neural network
(2)
conformal prediction
(1)
uncertainty quantification
(1)
trajectory prediction
(1)
time series
(1)
message passing
(1)
sensor networks
(1)
quantile regression
(1)
time series forecasting
(1)
resource management
(1)
synthetic datum
(1)
vision-language model
(1)
model generalization
(1)
spatial reasoning
(1)
spearman rank correlation
(1)
spatial interpolation
(1)
inductive learning
(1)
spatio-temporal graph neural network
(1)
large language model
(1)
graph neural network
(1)
Papers
TrustEnergy: A Unified Framework for Accurate and Reliable User-level Energy Usage Prediction
AAAI 2026
Time Series Supplier Allocation via Deep Black-Litterman Model
AAAI 2025
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning
EMNLP 2025
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks
ICLR 2025
ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning
EMNLP 2024
Inductive Graph Neural Networks for Spatiotemporal Kriging
AAAI 2021