Dingyi Zhuang
7 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π Keyword Champion (2)
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Deep Learning
(4)
Machine Learning
(4)
Architectures
(4)
Core AI
(4)
Optimization & Theory
(3)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Core Methods
(2)
Learning Paradigms
(2)
Optimization
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Keywords
spatio-temporal graph neural network
(2)
graph neural network
(2)
uncertainty quantification
(1)
chain-of-thought reasoning
(1)
autonomous driving
(1)
trajectory prediction
(1)
visual grounding
(1)
time series
(1)
message passing
(1)
sensor networks
(1)
quantile regression
(1)
time series forecasting
(1)
resource management
(1)
synthetic data
(1)
node classification
(1)
mixture of expert
(1)
vision-language model
(1)
world model
(1)
model generalization
(1)
retrieval-augmented generation
(1)
Papers
Think Before You Drive: World Model-Inspired Multimodal Grounding
CVPR 2026
TrustEnergy: A Unified Framework for Accurate and Reliable User-level Energy Usage Prediction
AAAI 2026
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks
ICLR 2025
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning
EMNLP 2025
Time Series Supplier Allocation via Deep Black-Litterman Model
AAAI 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